{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-622b-71dc-a6da-604da778a433",
  "slug": "3bfd2f5a9163",
  "title": "Match Group, Inc. (MTCH)",
  "subtitle": "Jeffrey Smith · 2024-07",
  "author": "Jeffrey Smith",
  "date": "2024-07-15 00:00:00",
  "pageCount": 5,
  "kind": "shareholder-letter",
  "orientation": "portrait",
  "aspectRatio": 0.77272725,
  "targetCompany": "Match Group, Inc.",
  "targetTicker": "MTCH",
  "document": {
    "id": "019dd923-622b-71dc-a6da-604da778a433",
    "slug": "3bfd2f5a9163",
    "title": "Match Group, Inc. (MTCH)",
    "rawTitle": "Starboard Value LP Letter to MTCH 07.16.2024",
    "authorId": "03_Starboard_Value",
    "authorName": "Jeffrey Smith",
    "authorDisplay": "Jeffrey Smith",
    "kind": {
      "slug": "shareholder-letter",
      "label": "Shareholder letter"
    },
    "sourceType": {
      "slug": "activist_investor",
      "label": "Activist investor"
    },
    "fileName": "2024-01-Starboard_Value_LP_Letter_to_MTCH_07.16.2024.pdf",
    "sourceUrl": "https://www.starboardvalue.com/wp-content/uploads/Starboard_Value_LP_Letter_to_MTCH_07.16.2024.pdf",
    "sourceDate": "2024-07-15 00:00:00",
    "presentationDate": "2024-07-15 00:00:00",
    "ingestedAt": "2026-04-22 15:46:33+00",
    "status": "ready",
    "pageCount": 5,
    "orientation": "portrait",
    "aspectRatio": 0.77272725,
    "targetCompany": "Match Group, Inc.",
    "targetTicker": "MTCH",
    "metadata": {
      "local_root": "/tmp/legacy-images/3bfd2f5a9163",
      "activist_firm": "Starboard Value LP",
      "origin_corpus": "contrarian",
      "extraction_seconds": 79.13825392723083
    }
  },
  "coverage": {
    "pageCount": 5,
    "pagesIndexed": 5,
    "pagesWithImages": 5,
    "pagesWithMetadata": 5,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 37,
    "chartCount": 4,
    "metricSlides": 0,
    "toolMatches": 3,
    "documentToolMatches": 1,
    "frameworkMatches": 3,
    "arcMatches": 1,
    "beatMatches": 4,
    "loopMatches": 1,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": false,
    "reviewAvailable": false,
    "activistThesisAvailable": true,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
        "evidence": "The document follows a structured approach, presenting a problem, complication, and evidence",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:54:23.63523+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 1,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 1,
        "name": "Situation & Context",
        "beatId": "a7f5bf0e-0b1d-418c-a4dc-df9f5f3d6feb",
        "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "The executive summary provides an overview of the situation",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 2,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 2,
        "name": "Problem & Complication",
        "beatId": "9535a338-96f3-4908-9816-59db0a6ffc24",
        "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "The peer benchmark slide highlights the problem",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 4,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 4,
        "name": "Evidence & Proof",
        "beatId": "ee0d1209-ba09-456c-8b59-6e766602eb70",
        "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "The expose contradiction slide provides evidence",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 5,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 5,
        "name": "Impact & Next Steps",
        "beatId": "2f6e8531-2ac0-4afb-aab0-5ca3e51ccc73",
        "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "The peer benchmark slide provides a conclusion",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 5,
        "from": 2,
        "loop": {
          "name": "39_benchmark_gap",
          "slug": "39-benchmark-gap",
          "status": "active",
          "bestFor": "Performance improvement, competitive analysis, target setting",
          "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
          "description": "Compare performance against best-in-class to quantify the opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "0391d5ff-25b4-42ca-bc40-82124d2e483e",
        "evidence": "The document uses peer comparison to make a point",
        "position": 0,
        "objective": "Highlight the gap between Match's valuation and peers",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:54:23.83411+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Peer gap chart",
          "slug": "peer-gap",
          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
          "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf",
          "version": 1,
          "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3",
          "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "7b260553-48ff-48f1-904e-e7cdf4382838",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:49.865912+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- It's the **most credible claim in the deck** because it's arithmetic, not\n  opinion.\n- It's immediately **actionable** — close this gap and value accrues.\n- It **pre-empts the \"context is different\" defence** by pitting the target\n  against direct peers in the same category.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "62361f37-79ce-4f98-93b1-f6b6f04d8165",
        "evidence": "This is an executive summary slide.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:49:38.403472+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "68e9e907-5f56-4a3f-b542-04d141724f52",
        "evidence": "This slide provides a high-level overview of the key points, including the transferable insights from BK's experience in the gaming industry and the opportunity to improve profitability.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:49:31.213689+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "5be0ddae-ff98-407d-95ab-99afcbb674eb",
        "evidence": "Comparing MTCH performance and valuation against market indices and peer group",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 21:11:15.477+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "frameworkName": "comparison_frame"
      },
      {
        "matchId": "c6dcf330-7275-4fbd-a04f-58e6b9803082",
        "evidence": "Contrasts company performance against expected internet company benchmarks to argue for operational improvement.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 21:11:11.524+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "f8915ae0-d707-4421-8153-e05f295c615f",
        "evidence": "Comparison of valuation multiples against peer group",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 21:11:13.265+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "frameworkName": "comparison_frame"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": null,
  "review": null,
  "activistThesis": {
    "tone": "collaborative",
    "notes": "Open letter from Jeffrey Smith (Starboard Managing Member) to Match CEO Bernard 'BK' Kim and CFO Gary Swidler, accompanying Starboard's 13D disclosing a ~6.6% stake — this is the public unveiling of the campaign. Tone is notably collaborative for an activist (praises BK's gaming background and recent buyback commitment) but contains an explicit 'or else' lever: if performance does not improve the Board should examine a take-private. Letter format with three embedded charts (price performance vs indices/BMBL, peer P/FCF bar chart shown twice — second time annotated with revenue growth rates and a 2026E PF MTCH bar). Standard Starboard navy/red institutional formatting; not a designed deck. Not signed under proxy fight; classified as initial_thesis given this is the inaugural public Starboard letter on MTCH.",
    "kpisCited": [
      {
        "detail": "Starboard owns ~6.6% of Match, third largest shareholder, per 13D filed 7/15/2024",
        "metric": "Stake disclosed"
      },
      {
        "detail": "MTCH -69.5% vs Russell 1000 Tech +145.8%, Nasdaq Composite +81.2%, S&P 500 +80.2%",
        "metric": "Share price performance since IAC spin (Jul-2020 to Jul-2024)"
      },
      {
        "detail": "MTCH 8.3x vs peer set median 14.7x — ~45% discount",
        "metric": "Valuation – Price / 2024E FCF"
      },
      {
        "detail": "MTCH ~5.7x — >60% discount to peer median",
        "metric": "Valuation – Price / pro forma 2026E FCF"
      },
      {
        "detail": "~$2B revenue in 2019 to expected $3.6B in 2024",
        "metric": "Revenue scale"
      },
      {
        "detail": "Slowed from ~20% in 2019 to ~6% expected in 2024",
        "metric": "Revenue growth rate"
      },
      {
        "detail": "38.0% (2019) → 37.4% (2020) → 35.8% (2021) → 36.1% (2022) → 36.2% (2023) → 36.1% (2024E)",
        "metric": "Adjusted EBITDA margin trajectory"
      },
      {
        "detail": "Only 33.5% — below consolidated margin; Starboard expects >50%",
        "metric": "Cumulative incremental adjusted EBITDA margin 2019-2024E"
      },
      {
        "detail": "~$2B revenue, ~10M payers, >55% of Match revenue, ~50% Adjusted EBITDA margin",
        "metric": "Tinder"
      },
      {
        "detail": "~20% of Match revenue; emerging apps expected to outpace evergreen declines starting 2025",
        "metric": "Evergreen & Emerging segment"
      },
      {
        "detail": "Currently 2.3x vs 3.0x target; ~$900M of unused capacity available for buybacks",
        "metric": "Net leverage"
      },
      {
        "detail": ">$1B expected in 2024; Company committed to use ≥75% of FCF for repurchases",
        "metric": "Free cash flow"
      },
      {
        "detail": "$60M from technology platform consolidations cited by management",
        "metric": "Cost savings opportunity"
      },
      {
        "detail": ">40% adjusted operating margins (vs 38% achieved in 2019)",
        "metric": "Target operating margin"
      },
      {
        "detail": "$5.50 or more",
        "metric": "2026E FCF per share"
      }
    ],
    "closingAsk": "Engage constructively with Starboard while the Board executes operational and capital-allocation improvements — and, if performance lags, objectively explore a sale or take-private of the Company.",
    "extraction": {
      "at": "2026-04-22 15:46:33+00",
      "model": "unknown-legacy",
      "runId": null,
      "seconds": 79.13825,
      "promptVersion": null
    },
    "scqaReward": "Starboard projects $5.50+ of FCF per share by 2026; at peer multiples (median 14.7x vs MTCH's <6x pro forma) the implied re-rating is greater than 60% upside.",
    "thesisTypes": [
      "operational_turnaround",
      "capital_return",
      "undervaluation",
      "sale_of_company"
    ],
    "top3Reasons": [
      "Match trades at <8.5x 2024 FCF — a ~45% discount to scaled tech peers",
      "Margins should exceed 40% but incremental margins ran only 33.5% from 2019-2024",
      "Tinder's user/payer declines are fixable product issues, not secular decay"
    ],
    "scqaSituation": "Match Group is the global online dating leader with ~15M paying users, owning Tinder (~$2B revenue, ~50% EBITDA margins) and fast-growing Hinge inside a multi-app portfolio in a secularly growing industry.",
    "thesisSummary": "Starboard discloses a 6.6% stake in Match Group, the global online dating leader with ~15M payers across Tinder, Hinge and a portfolio of legacy and emerging apps generating ~$3.6B of revenue. Despite owning two premier assets, Match has lost nearly 70% since its 2020 IAC separation and now trades below 8.5x 2024 FCF, a ~45% discount to scaled tech peers. Starboard argues Tinder's product innovation gap is addressable under CEO Bernard Kim, that adjusted operating margins should expand from the mid-30s to over 40% (Match itself ran 38% in 2019 on 40% less revenue), and that the company should deploy 75%+ of >$1B of annual FCF plus ~$900M of unused leverage capacity into buybacks. If management cannot execute, the Board must objectively compare the public-company plan against a sale or take-private.",
    "primaryDemands": [
      "Improve revenue growth by fixing Tinder's product innovation deficit",
      "Expand adjusted operating margins to over 40% via cost rationalization and operating leverage",
      "Pursue a more aggressive share repurchase program using 75%+ of FCF plus ~$900M of leverage capacity",
      "Board must seriously evaluate a sale / take-private as an alternative path",
      "Deliver tangible Tinder turnaround data points in the near term or consider strategic changes"
    ],
    "scqaResolution": "Fix Tinder's product, cut G&A and consolidate platforms to push operating margins above 40%, deploy 75%+ of FCF plus ~$900M of leverage capacity into buybacks, and have the Board genuinely weigh a sale/take-private.",
    "thesisOneLiner": "Match owns Tinder and Hinge yet trades at <8.5x FCF; fixing Tinder, lifting margins above 40%, and aggressive buybacks — or a sale — can unlock substantial upside.",
    "precedentsCited": [],
    "scqaComplication": "Since the 2020 IAC spin, MTCH is down ~70%; Tinder users and payers are declining due to product stagnation, incremental EBITDA margins from 2019-24 were just 33.5%, and the stock trades at <8.5x FCF.",
    "narrativeInterest": 4,
    "notableSlidePages": [
      1,
      2,
      4,
      5
    ],
    "peerCompaniesCited": [
      "BMBL",
      "VRRM",
      "CVLT",
      "NTAP",
      "INST",
      "FI",
      "INFA",
      "AKAM",
      "CPAY",
      "BLKB",
      "PEGA",
      "GDDY",
      "DOCU",
      "FFIV",
      "BOX",
      "ZM",
      "ZI",
      "PRGS",
      "TDC",
      "DBX"
    ],
    "valuationFrameworks": [
      "multiple_comparison"
    ],
    "visualCraftInterest": 3
  },
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "This is the first page of a shareholder letter from Starboard Value to Match Group.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/OIZMNar2kRmC27BM7YjHlnb_ECwXm1NBRIYQSTg_RJc/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8zYmZkMmY1YTkxNjMvcDAwMS5wbmc",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 6,
        "textChars": 507,
        "nDataPoints": 3,
        "notes": "This is the first page of a shareholder letter from Starboard Value to Match Group.",
        "elementsJson": [
          "paragraph",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:11:09.563+00",
          "seconds": 2.612,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622b-71dc-a6da-604da778a433/1",
        "deck": "/decks/019dd923-622b-71dc-a6da-604da778a433",
        "deckAnchor": "/decks/019dd923-622b-71dc-a6da-604da778a433#slide-1",
        "deckJson": "/decks/019dd923-622b-71dc-a6da-604da778a433.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.1,
            "y": 0.55
          },
          "kind": "callout",
          "text": "Match is a growing, high-quality business in a secularly growing industry and is deeply undervalued.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bffd13c4-62f0-4846-81da-97e94ba770fd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.3,
            "x": 0.35,
            "y": 0.05
          },
          "kind": "image",
          "text": "Starboard Value logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f107dc8a-b550-419a-b21a-98296b31ba5c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.1,
            "y": 0.6
          },
          "kind": "paragraph",
          "text": "Discussion of the Board's responsibility to evaluate strategic alternatives, including a potential sale.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "09abbad0-0c96-4254-9b6e-e6ae0c9a643a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.8,
            "x": 0.1,
            "y": 0.7
          },
          "kind": "paragraph",
          "text": "Overview of Match Group's market position, including 15 million paying users and the performance of Tinder and Hinge.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34ecc272-b4fe-4075-b93a-8cb2d256ab6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.8,
            "x": 0.1,
            "y": 0.35
          },
          "kind": "paragraph",
          "text": "Introductory paragraphs detailing Starboard's 6.6% ownership stake and investment philosophy.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb061179-a7e4-45fb-9b30-8f19002d40d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.8,
            "x": 0.1,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Formal letter header including date, recipient addresses, and salutation.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:09.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "efb9948d-6088-444c-9f8d-b080f039bc24",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "62361f37-79ce-4f98-93b1-f6b6f04d8165",
          "evidence": "This is an executive summary slide.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:49:38.403472+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 1,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "a7f5bf0e-0b1d-418c-a4dc-df9f5f3d6feb",
          "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The executive summary provides an overview of the situation",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/I87dbUjGzB9DtDGCG2BpV4LoGJOkfseGfoSSTQJ5QRY/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8zYmZkMmY1YTkxNjMvcDAwMS5wbmc",
      "imagePathAlt": "https://imgproxy.kitesheet.com/SFayfopTWWHZ8gergypdh6O5nUx_dOc81fktsKZQ0xs/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8zYmZkMmY1YTkxNjMvcDAwMS5qcGc",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/SGadTQA_L9h_4wjAe73o-sYypbh6z6gcnkzRgDL1fM4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8zYmZkMmY1YTkxNjMvcDAwMS5qcGc"
    },
    {
      "page": 2,
      "type": "tension",
      "title": "The slide uses a dual-chart approach: a line chart for historical performance and a bar chart for valuation benchmarking.",
      "function": "expose_gap",
      "rawType": "peer_benchmark",
      "block": null,
      "metadata": {
        "slideType": "peer_benchmark",
        "slideTypeCanon": {
          "name": "Peer benchmark",
          "slug": "peer_benchmark",
          "status": "active",
          "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf",
          "version": 1,
          "description": null
        },
        "function": "expose_gap",
        "functionCanon": {
          "name": "Expose gap",
          "slug": "expose_gap",
          "status": "active",
          "canonId": "019de52d-1795-772d-8f3a-75ccfb93fe58",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 80,
        "componentCount": 9,
        "textChars": 1027,
        "nDataPoints": 25,
        "notes": "The slide uses a dual-chart approach: a line chart for historical performance and a bar chart for valuation benchmarking.",
        "elementsJson": [
          "paragraph",
          "line_chart",
          "bar_chart_vertical",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:11:15.477+00",
          "seconds": 8.441,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622b-71dc-a6da-604da778a433/2",
        "deck": "/decks/019dd923-622b-71dc-a6da-604da778a433",
        "deckAnchor": "/decks/019dd923-622b-71dc-a6da-604da778a433#slide-2",
        "deckJson": "/decks/019dd923-622b-71dc-a6da-604da778a433.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Match now trades at less than 8.5x 2024 free cash flow, a nearly 45% discount to the companies shown below.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:36+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ae-7ea80100f828",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.76,
            "x": 0.12,
            "y": 0.66
          },
          "kind": "chart",
          "text": "Valuation multiples (Price/CY2024E FCF) for Match vs peer group",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fa514053-c9e8-4277-9956-cda0043a1904",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.76,
            "x": 0.12,
            "y": 0.22
          },
          "kind": "chart",
          "text": "Historical share price performance of MTCH vs S&P 500, Nasdaq, Russell 1000 Tech, and BMBL",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ebca2cbd-f86d-42cb-b191-e867263553bf",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Price / CY2024E FCF: 8.3x",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:36+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ae-80e448dcf5c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.76,
            "x": 0.12,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "Despite Match's enviable market position and attractive business characteristics, the Company's share price has significantly underperformed the market since its separation from its former parent, IAC, in July 2020.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "455ad587-4394-4ae4-8a1f-05f7e799b208",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.76,
            "x": 0.12,
            "y": 0.54
          },
          "kind": "paragraph",
          "text": "As a result of its substantial long-term share price underperformance, the Company trades at a significant discount to a broad set of scaled technology companies. Match now trades at less than 8.5x 2024 free cash flow, a nearly 45% discount to the companies shown below.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86474aa1-8602-4398-8580-fe06077df68c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.76,
            "x": 0.12,
            "y": 0.87
          },
          "kind": "source-note",
          "text": "Source: Capital IQ. BMBL shown on right-hand axis... Figures reflect Capital IQ consensus estimates as of July 13, 2024.",
          "attrs": {
            "numbered": true
          },
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fddd7417-15e4-4fd0-9698-255674fe0849",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.7,
            "x": 0.15,
            "y": 0.61
          },
          "kind": "title",
          "text": "Price / CY2024E FCF – Moderate Growth, High Recurring Revenue Technology Companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5770a30c-5f0f-47a9-aa58-5014b1e4bf3d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.7,
            "x": 0.15,
            "y": 0.17
          },
          "kind": "title",
          "text": "Match Share Price Performance Since Separation from IAC",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7e640a71-addd-4625-b678-cffbdaf4f88b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "5be0ddae-ff98-407d-95ab-99afcbb674eb",
          "evidence": "Comparing MTCH performance and valuation against market indices and peer group",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 21:11:15.477+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "frameworkName": "comparison_frame"
        }
      ],
      "arcBeats": [
        {
          "to": 2,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 2,
          "name": "Problem & Complication",
          "beatId": "9535a338-96f3-4908-9816-59db0a6ffc24",
          "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The peer benchmark slide highlights the problem",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "0391d5ff-25b4-42ca-bc40-82124d2e483e",
          "evidence": "The document uses peer comparison to make a point",
          "position": 0,
          "objective": "Highlight the gap between Match's valuation and peers",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:54:23.83411+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "This is a text-heavy page from a shareholder letter, likely from an activist investor (Elliott Management or similar) analyzing Match Group's performance.",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 6,
        "textChars": 1392,
        "nDataPoints": 6,
        "notes": "This is a text-heavy page from a shareholder letter, likely from an activist investor (Elliott Management or similar) analyzing Match Group's performance.",
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:11:10.614+00",
          "seconds": 3.19,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622b-71dc-a6da-604da778a433/3",
        "deck": "/decks/019dd923-622b-71dc-a6da-604da778a433",
        "deckAnchor": "/decks/019dd923-622b-71dc-a6da-604da778a433#slide-3",
        "deckJson": "/decks/019dd923-622b-71dc-a6da-604da778a433.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "However, if performance fails to improve, we believe changes must be considered, which should include a thoughtful examination of whether Match’s best path forward would be as a private company.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:34+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ad-14f6ad755a20",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted EBITDA margins: 50%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:34+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ad-1aeb7750a43a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.8,
            "x": 0.1,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "We believe BK's experience in the gaming industry should provide transferable insights... We expect the Company's focus on substantial progress at Tinder to materialize in the form of tangible data points... if performance fails to improve, we believe changes must be considered, which should include a thoughtful examination of whether Match's best path forward would be as a private company.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:10.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "080963db-8ec0-4103-aa19-4aae0991558b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.8,
            "x": 0.1,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "We believe Match has an opportunity to improve revenue growth from its expected 2024 growth rate of approximately 6%. In recent quarters, Match's revenue growth has been hindered by user and payer declines at Tinder, Match's largest app.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:10.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "50ebc4f3-90e1-4be3-86d2-28645a29663b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.8,
            "x": 0.1,
            "y": 0.45
          },
          "kind": "paragraph",
          "text": "Driven by its innovative user interface and engaging user experience, Hinge should continue its rapid growth... As the Evergreen & Emerging segment comprises approximately 20% of Match's revenue, this inflection would be a materially positive development.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:10.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59ce9374-602d-4237-b90a-6edf288a49a5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.8,
            "x": 0.1,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "We believe Match has an opportunity to meaningfully improve its profitability. Despite significant revenue growth over the last five years - from approximately $2 billion of revenue in 2019 to an expected $3.6 billion this year - the Company's adjusted operating margins have declined.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:10.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b1893d74-be7c-4fb0-8694-dc3dbb9d9492",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "68e9e907-5f56-4a3f-b542-04d141724f52",
          "evidence": "This slide provides a high-level overview of the key points, including the transferable insights from BK's experience in the gaming industry and the opportunity to improve profitability.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:49:31.213689+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "0391d5ff-25b4-42ca-bc40-82124d2e483e",
          "evidence": "The document uses peer comparison to make a point",
          "position": 0,
          "objective": "Highlight the gap between Match's valuation and peers",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:54:23.83411+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "tension",
      "title": "The slide uses a combination of bar and line charts to highlight the discrepancy between consolidated margins and incremental growth.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 82,
        "componentCount": 9,
        "textChars": 1207,
        "nDataPoints": 18,
        "notes": "The slide uses a combination of bar and line charts to highlight the discrepancy between consolidated margins and incremental growth.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "line_chart",
          "callout_box",
          "paragraph",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:11:11.524+00",
          "seconds": 4.082,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622b-71dc-a6da-604da778a433/4",
        "deck": "/decks/019dd923-622b-71dc-a6da-604da778a433",
        "deckAnchor": "/decks/019dd923-622b-71dc-a6da-604da778a433#slide-4",
        "deckJson": "/decks/019dd923-622b-71dc-a6da-604da778a433.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.76,
            "x": 0.12,
            "y": 0.12
          },
          "kind": "callout",
          "text": "Match's cumulative incremental adjusted EBITDA margin from 2019-2024E was only 33.5%!",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a33d7b56-0a91-487f-b270-e520d48b3389",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.76,
            "x": 0.12,
            "y": 0.17
          },
          "kind": "chart",
          "text": "Adj. EBITDA Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "391288cd-8b44-4063-ad45-765e5cc32ec0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted EBITDA Margin: 33.5%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:34+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ad-45ce00c4f3a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.76,
            "x": 0.12,
            "y": 0.72
          },
          "kind": "paragraph",
          "text": "Given the strength of its balance sheet, we believe Match can augment the value creation opportunity that results from executing on the above initiatives through a more aggressive and systematic capital return program.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2c8007f6-def0-46dc-ade2-84531ab08cd2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.76,
            "x": 0.12,
            "y": 0.56
          },
          "kind": "paragraph",
          "text": "Furthermore, Match has opportunities to reduce expenses in multiple cost centers. We believe opportunities exist to rationalize costs in the Company's General & Administrative function... we believe these opportunities present a clear opportunity for Match to increase its adjusted operating margins to over 40%.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59dd30d2-e946-4f4b-808a-e7db5e811d49",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.76,
            "x": 0.12,
            "y": 0.34
          },
          "kind": "paragraph",
          "text": "As shown above, Match's cumulative incremental margins are below its consolidated margins. This does not make sense. For almost every company, especially internet companies, there should be significant operating leverage...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6dbe1f3b-729b-4e3c-aceb-9955e3a92153",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.76,
            "x": 0.12,
            "y": 0.47
          },
          "kind": "paragraph",
          "text": "Additionally, as growth slows, companies should moderate expense growth such that margins improve – but Match has done the opposite. We believe Match has a continued runway for solid, sustainable revenue growth...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7ae014f5-2916-497d-853a-c5e4ec0d15bb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.12,
            "y": 0.89
          },
          "kind": "source-note",
          "text": "3 2024E reflects Capital IQ consensus estimates.",
          "attrs": {
            "numbered": true
          },
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "42a964a8-1f1e-4c01-90b2-531a13f7f1c6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.7,
            "x": 0.15,
            "y": 0.09
          },
          "kind": "title",
          "text": "Match Adjusted EBITDA Margin and Incremental Margin Over Time",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f3a8a062-e059-459a-afc0-49e9b5beb5cc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "c6dcf330-7275-4fbd-a04f-58e6b9803082",
          "evidence": "Contrasts company performance against expected internet company benchmarks to argue for operational improvement.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 21:11:11.524+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "Evidence & Proof",
          "beatId": "ee0d1209-ba09-456c-8b59-6e766602eb70",
          "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The expose contradiction slide provides evidence",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "0391d5ff-25b4-42ca-bc40-82124d2e483e",
          "evidence": "The document uses peer comparison to make a point",
          "position": 0,
          "objective": "Highlight the gap between Match's valuation and peers",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:54:23.83411+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "setup",
      "title": "The slide argues for aggressive share repurchases based on the valuation gap shown in the chart.",
      "function": "compare_peers",
      "rawType": "peer_benchmark",
      "block": null,
      "metadata": {
        "slideType": "peer_benchmark",
        "slideTypeCanon": {
          "name": "Peer benchmark",
          "slug": "peer_benchmark",
          "status": "active",
          "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf",
          "version": 1,
          "description": null
        },
        "function": "compare_peers",
        "functionCanon": {
          "name": "Compare peers",
          "slug": "compare_peers",
          "status": "active",
          "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 7,
        "textChars": 715,
        "nDataPoints": 36,
        "notes": "The slide argues for aggressive share repurchases based on the valuation gap shown in the chart.",
        "elementsJson": [
          "paragraph",
          "bar_chart_vertical",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:11:13.265+00",
          "seconds": 5.809,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622b-71dc-a6da-604da778a433/5",
        "deck": "/decks/019dd923-622b-71dc-a6da-604da778a433",
        "deckAnchor": "/decks/019dd923-622b-71dc-a6da-604da778a433#slide-5",
        "deckJson": "/decks/019dd923-622b-71dc-a6da-604da778a433.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "At or around the current valuation, we believe Match should be using 75% or more of its free cash flow, plus some or all of the approximately $900 million of available capacity under its 3.0x net leverage target, to repurchase shares.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:35+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ae-22fb68669a06",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.76,
            "x": 0.12,
            "y": 0.4
          },
          "kind": "chart",
          "text": "Bar chart showing valuation multiples for various tech companies compared to Match (MTCH)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b77cdf91-c01e-411f-a69e-bcdf5c9fdd8c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Price / CY2024E FCF: 5.5x",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 22:59:35+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb91-749f-a6ae-2659c714475c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.76,
            "x": 0.12,
            "y": 0.145
          },
          "kind": "paragraph",
          "text": "As shown above, Match is currently trading at less than 8.5x 2024 free cash flow, a level we believe dramatically undervalues the Company.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23546266-d9d2-4f24-910d-2e5f171643fd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.76,
            "x": 0.12,
            "y": 0.3
          },
          "kind": "paragraph",
          "text": "We believe Match can generate $5.50 or more of free cash flow per share in 2026.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c457b1ff-98ce-4ce7-a1b3-7792d01937a8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.12,
            "y": 0.885
          },
          "kind": "source-note",
          "text": "Figures reflect Capital IQ consensus estimates as of July 13, 2024.",
          "attrs": {
            "numbered": true
          },
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd77fa5d-1f92-4d2a-be20-c28183c1a398",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.76,
            "x": 0.12,
            "y": 0.365
          },
          "kind": "title",
          "text": "Price / CY2024E FCF – Moderate Growth, High Recurring Revenue Technology Companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b405cfc5-59a2-49f6-bef3-0fe96701ecbe",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "f8915ae0-d707-4421-8153-e05f295c615f",
          "evidence": "Comparison of valuation multiples against peer group",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 21:11:13.265+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "frameworkName": "comparison_frame"
        }
      ],
      "arcBeats": [
        {
          "to": 5,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Impact & Next Steps",
          "beatId": "2f6e8531-2ac0-4afb-aab0-5ca3e51ccc73",
          "matchId": "bb709a96-3fbc-4755-9f4f-90bfa279b7c1",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The peer benchmark slide provides a conclusion",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "0391d5ff-25b4-42ca-bc40-82124d2e483e",
          "evidence": "The document uses peer comparison to make a point",
          "position": 0,
          "objective": "Highlight the gap between Match's valuation and peers",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:54:23.83411+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 1,
      "label": "Situation & Context",
      "description": "The executive summary provides an overview of the situation"
    },
    {
      "from": 2,
      "to": 2,
      "label": "Problem & Complication",
      "description": "The peer benchmark slide highlights the problem"
    },
    {
      "from": 4,
      "to": 4,
      "label": "Evidence & Proof",
      "description": "The expose contradiction slide provides evidence"
    },
    {
      "from": 5,
      "to": 5,
      "label": "Impact & Next Steps",
      "description": "The peer benchmark slide provides a conclusion"
    }
  ],
  "loops": [
    {
      "from": 2,
      "to": 5,
      "label": "Benchmark Gap",
      "description": "Highlight the gap between Match's valuation and peers"
    }
  ]
}