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.
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Latest verdictRevOps Tax
Gong.io Mission Andromeda
“Selling scaled AI coaching without clear rollback paths or CRM cleanup is revops tax in robot costume.”
Gong’s AI tools promise to scale coaching and account insights but require heavy manager buy-in, clean CRM integration, and new workflow ownership to avoid creating revops overhead.