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