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Citron Research · research-note

Credit Acceptance Corporation (CACC)

14 pages · 3 arc beats · 2 loops

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Credit Acceptance Corporation (CACC)

Citron Research · 2026-03
arc beats above · slides in the middle · loops below · scroll → 2 LOOPS
SETUP TENSION ANALYSIS EVIDENCE RESOLUTION APPENDIX
HOVER FOR DETAILS · CLICK A SLIDE FOR FULLSCREEN · STEP 1
— No image bound to this slide. Wire up imgproxy to display the rendered slide JPEG.
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Deck intelligence map

3
coverage by narrative range · generated from this deck JSON
Narrative range 12 total
Metadata
Components
Metrics
Tools
Frameworks
Beats
Loops
Problem 4 slides 100% 4/4 slides 100% 4/4 slides · 31 hits
— 0/4 slides
— 0/4 slides
75% 3/4 slides 100% 4/4 slides 100% 4/4 slides · 7 hits Agitate 4 slides 100% 4/4 slides 100% 4/4 slides · 35 hits
— 0/4 slides
25% 1/4 slides 75% 3/4 slides 100% 4/4 slides 100% 4/4 slides · 8 hits Solution 4 slides 100% 4/4 slides 100% 4/4 slides · 29 hits
— 0/4 slides
— 0/4 slides
75% 3/4 slides 100% 4/4 slides 100% 4/4 slides · 8 hits

Slide inventory

14
every slide · same image gating as the playbook
01
Slide 1
The slide uses a billboard metaphor to visually represent the reversal of the firm's previous skeptical stance.summarize
Open slide detailBeat · ProblemLoop · Hypothesis Test
02
The slide uses a 'mea culpa' narrative style to build credibility for a new investment thesis.summarize
Open slide detailBeat · ProblemLoop · Cost Of Inaction
03
Uses a 'whataboutism' rhetorical strategy to defend CACC's business model against ethical criticism.preempt_rebuttal
Open slide detailBeat · ProblemLoop · Cost Of Inaction
04
The slide uses a 'valuation_table' to demonstrate the upside potential based on different P/E multiples.quantify_opportunity
Open slide detailBeat · ProblemLoop · Cost Of Inaction
05
The slide uses a 'moat' narrative to explain why the company's business model is defensible against competitors like Carvana and DriveTime.summarize
Open slide detailBeat · AgitateLoop · Cost Of Inaction
06
Includes a comparison table of competitors at the top and a benchmark example (AutoZone) at the bottom.analyze_data
Open slide detailBeat · AgitateLoop · Cost Of Inaction
07
Includes a comparison table at the top referencing NVR and O'Reilly Auto as benchmarks.introduce_nominees
Open slide detailBeat · AgitateLoop · Cost Of Inaction
08
Uses the 'bond market vs equity bears' argument to preempt short-seller thesis.preempt_rebuttal
Open slide detailBeat · AgitateLoop · Cost Of Inaction
09
The slide uses a 'preempt_rebuttal' structure to address three distinct bear theses: recession sensitivity, AI obsolescence, and credit quality.preempt_rebuttal
Open slide detailBeat · SolutionLoop · Cost Of Inaction
10
Includes a Gordon Growth Model justification and an EPS build-up table.show_valuation_bridge
Open slide detailBeat · SolutionLoop · Cost Of Inaction
11
Includes a financial table at the top and a risk/response table in the middle.preempt_rebuttal
Open slide detailBeat · SolutionLoop · Cost Of Inaction
12
Includes a valuation table with time horizons and catalysts.closing_ask
Open slide detailBeat · SolutionLoop · Cost Of Inaction
13
The table at the top provides specific price targets and rationales for 12 and 24-month horizons.other
Open slide detailLoop · Hypothesis Test
14
other
Open slide detailLoop · Hypothesis Test