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Grizzly Research · research-note

Industry meta-study: 24 firms that sued short sellers (2018-2025)

7 pages · 4 arc beats · 1 loops

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Industry meta-study: 24 firms that sued short sellers (2018-2025)

Grizzly Research · 2025-11
arc beats above · slides in the middle · loops below · scroll → 1 LOOPS
SETUP TENSION ANALYSIS EVIDENCE RESOLUTION APPENDIX
HOVER FOR DETAILS · CLICK A SLIDE FOR FULLSCREEN · STEP 1
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Deck intelligence map

4
coverage by narrative range · generated from this deck JSON
Narrative range 6 total
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Setup 1 slides 100% 1/1 slides 100% 1/1 slides · 9 hits
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Evidence 3 slides 100% 3/3 slides 100% 3/3 slides · 20 hits
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66.7% 2/3 slides · 3 hits
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100% 3/3 slides 100% 3/3 slides Development 1 slides 100% 1/1 slides 100% 1/1 slides · 6 hits
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Resolution 1 slides 100% 1/1 slides 100% 1/1 slides · 3 hits
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Slide inventory

7
every slide · same image gating as the playbook
01
Slide 1
The slide functions as an academic research note cover/abstract page.summarize
Open slide detailBeat · Setup
02
Image file /tmp/legacy-images/04bb6a4f05f7/slides/002.jpg not found on disk; unable to inspect page contents.
Open slide detail
03
The slide presents two scatter plots with trendlines showing long-term returns of firms that sued short-sellers, indicating poor performance post-publication.analyze_data
Open slide detailBeat · EvidenceLoop · Benchmark Gap
04
The slide argues that lawsuits are a negative signal for long-term stock valuation, often used as a bluffing strategy.analyze_data
Open slide detailBeat · EvidenceLoop · Benchmark Gap
05
The table tracks publication dates, short sellers, lawsuit filing dates, case outcomes, and stock returns relative to S&P 500 benchmarks.analyze_data
Open slide detailBeat · EvidenceLoop · Benchmark Gap
06
The table tracks specific legal outcomes for companies targeted by short-sellers.analyze_data
Open slide detailBeat · Development
07
This is a text-heavy research note slide summarizing findings.summarize
Open slide detailBeat · Resolution