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 Customer.io only

Latest verdict

Robot Costume

Customer.io AI Agent and more

“AI Agent sounds like a co-pilot but still needs your RevOps to babysit CRM fields and routing rules.”

AI Agent suggests and builds campaigns using your real CRM fields and segments but requires manual review and governance to avoid routing errors and data noise.

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RevOps automation

Customer.io Newsletters API

RevOps Tax

“API newsletter sending isn't magic; expect a pile of routing rules, segmentation upkeep, and error triage.”

Automating newsletter sends via API means building and maintaining robust data pipelines, segment filters, and campaign triggers in your CRM and marketing stack.

Hidden assumptions

Your CRM or data warehouse has up-to-date, clean contact and segmentation data synced reliably. · Segmentation rules correctly capture the intended audience without overlap or gaps.

Demo FogInsight Shelfware

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