◆ Contrarian Corpus
Argument architecture

Rhetorical patterns.

Twelve recurring techniques in contrarian investor decks, with the top-scoring exemplars from the corpus. Click any pattern to filter the full library.

Peer-gap charts

Visual benchmarking of the target vs. best-in-class peers on a single KPI. The workhorse of activist decks.

500 documents →

Sum-of-parts reveals

Breaking the target into segments valued separately to expose hidden value.

251 documents →

CEO quote contradiction

Using management's own words to expose broken promises or inconsistency.

554 documents →

Before / after framing

Explicit contrast: current trajectory vs. our proposed trajectory.

204 documents →

Named villain

Assigns blame to a specific person (CEO, board chair, auditor).

571 documents →

Fraud exposé

Short-seller theses alleging accounting, operational or outright fraud.

357 documents →

Break-up / spinoff

Arguing for divestiture or strategic separation to unlock value.

134 documents →

Governance / board

Challenges to board composition, director nominees, proxy contests.

413 documents →

Management change

Demands for CEO replacement or succession acceleration.

270 documents →

Proxy fights

Active contests for board seats — the highest-stakes moment in activism.

183 documents →

Top visual craft (4–5)

Documents scoring 4 or 5 on visual craft — the swipe-file anthology.

124 documents →

Masterclass (N≥5, V≥4)

Specimens with top narrative and visual scores — the library's peak.

79 documents →