Public teardown library

We translated 155 AI GTM pitches from 41 vendors. The roasts wrote themselves.

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 Gong.io only

Latest verdict

Robot Costume

Gong.io Gong Enable

“AI suggests coaching but your managers still need to juggle coaching inboxes and link metrics to pipeline fields.”

Gong Enable auto-scores calls and suggests coaching, but success depends on managers adopting coaching inbox workflows and linking coaching metrics to CRM and pipeline fields to measure impact.

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Support / product assistant

Gong.io Mission Andromeda

Robot Costume

“AI-driven coaching and account insights sound great until you find your CRM full of unreviewed AI graffiti and manual re”

Mission Andromeda’s AI features depend on custom CRM field mappings, manager review of AI coaching scores, and clear routing rules to turn insights into AE-accepted meetings and measurable skill gains.

Hidden assumptions

Clean, structured CRM call and meeting data exists · Managers adopt AI coaching scores as part of rep performance reviews

RevOps TaxCRM Graffiti

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