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I built a deterministic check for fabricated quotes in LLM output
Verbatimeter provides a deterministic method to verify quoted text generated by large language models, ensuring authenticity
verified Jul 15, 2026 · HTTP 200
CohortClass of 2026What it is
Verbatimeter provides a deterministic method to verify quoted text generated by large language models, ensuring authenticity. It scans LLM outputs for fabricated references and flags them, helping developers maintain trust in AI-generated content.
HTTP liveness
1 probe since Jul 15Jul 15Jul 15
AliveHard-dead (404/5xx/parked)RedirectedUnverified (timeout/DNS/block)
Observed events
probes · press · GitHub- Jul 15, 2026First probe — liveAlive · 200 OK
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Pulse Indexobserved activity
1 probe0 pressGitHub ✓Tranco –
Not enough observed signals for a Pulse Index (needs 2+ signal families).
GitHub activitydaily 04:15 UTC
Last commit
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Contributors 30d
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Closed 30d
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Cohort survival · Class of 2026weekly
567 products launched in 2026 · 100% still active
567 active0 sunset
Still active
100%
Median lifespan
4.9y