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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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Anthropic

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Anthropic Claude Code

A changelog is no substitute for showing how AI-driven outbound truly juggles messy CRM fields and routing rules.

Claude Code updates sound impressive but leave GTM teams guessing on CRM integration, lead routing, and meeting qualification impacts.

Support / product assistant

Anthropic Claude Code
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Robot Costume
AI says 'autonomous' but your AEs still review every PR and handle merge conflicts.

Claude Code automates multi-file code changes and test runs locally but depends on user approvals and existing dev workflows.

Hidden assumptions

User has permission and technical ability to install local tooling · User consistently approves or rejects AI-suggested changes

RevOps TaxDemo Fog