Public teardown library
We translated 157 AI GTM pitches from 42 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 badgesDemo FogMagic PipelineCRM GraffitiRobot CostumeBenchmark SmoothieInsight ShelfwareStack JengaRevOps Taxexample only
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All vendorsAnthropic9scorecardAmplitude7scorecardMixpanel7scorecardSalesforce7scorecardSalesloft6scorecard6sense5scorecardClari5scorecardClay5scorecardGainsight5scorecardGong.io5scorecardInstantly5scorecardLavender5scorecardLemlist5scorecardLovable5scorecardZapier5scorecardAnysphere4scorecardApollo4scorecardChurnZero4scorecardHightouch4scorecardLangChain4scorecardOpenAI4scorecardOutreach4scorecardPendo4scorecardPlanhat4scorecardReply.io4scorecardCustomer.io3scorecardHubSpot3scorecardMutiny3scorecardVitally3scorecardZoomInfo3scorecardCommon Room2scorecardgtm pod2scorecardPostHog2scorecardPylon2scorecard11x Alice1scorecardCognism1scorecardexample1scorecardGong1scorecardrealize1scorecardReprise1scorecardUserpilot1scorecardWalnut1scorecard
Latest verdictDemo Fog
example example
“Claims so empty, even the CRM fields are ghosted—no data, no demos, no deal.”
No operational claims or evidence provided; just an example domain with no product details.