gtmpodTranslate

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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Lovable

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Robot Costume

Lovable Claude Opus 4.6

Claims more autonomy but humans still own QA and exception handling for complex design workflows.

Claude Opus 4.6 offers more autonomous AI design assistance but still requires human oversight for sequence QA and managing complex workflows.

Support / product assistant

Lovable Lovable mobile app
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Robot Costume
Claims autonomous build from mobile, but someone’s still babysitting those AI tests and notifications.

Lovable’s mobile app enables mobile capture and AI-assisted build iteration but relies on human-managed notifications and review workflows.

Hidden assumptions

Voice/text inputs are reliably transcribed and parsed. · AI can correctly prioritize and sequence build tasks without manual triage.

Demo FogRevOps Tax