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
Clay Clay Platform
“AI autofill eases setup but expect ops tax from credit caps, enrichment errors, and CRM garbage control.”
Clay automates outbound prospect list building and enrichment but adds CRM field cleanup, routing rules, and credit monitoring overhead.