Public teardown library

We translated 153 AI GTM pitches from 39 vendors. Receipts attached.

Every public result keeps the joke attached to a useful buyer artifact: claim, hidden assumptions, one main badge, supporting risks, and one-week test. Newest verdict first.

All badges Demo Fog Magic Pipeline CRM Graffiti Robot Costume Benchmark Smoothie Insight Shelfware Stack Jenga RevOps Tax ChurnZero only

Latest verdict

RevOps Tax

ChurnZero Echo

“Echo promises clear feedback but forgets to mention CS Ops might drown in cleanup and routing configs.”

Echo's AI requires CS Ops to configure feedback fields, maintain routing workflows, and monitor AI-curated records to avoid noisy or duplicate CRM data.

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CS health / expansion

ChurnZero AI Email Play Step

Robot Costume

“AI writes your CS emails live but someone still must babysit the setup, review, and edge cases.”

ChurnZero's AI drafts personalized CS emails live per workflow step but requires CSM review and setup of communication briefs and input configurations.

Hidden assumptions

Accurate, up-to-date CRM fields for health scores, engagement history, support tickets, and success plans. · Well maintained sender writing profiles reflecting current style and tone.

RevOps TaxCRM Graffiti

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