Public teardown library
We translated 155 AI GTM pitches from 41 vendors. The roasts wrote themselves.
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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All vendorsAnthropic9scorecardAmplitude7scorecardMixpanel7scorecardSalesforce7scorecardSalesloft6scorecard6sense5scorecardClari5scorecardClay5scorecardGainsight5scorecardGong.io5scorecardInstantly5scorecardLavender5scorecardLemlist5scorecardLovable5scorecardZapier5scorecardAnysphere4scorecardApollo4scorecardChurnZero4scorecardHightouch4scorecardLangChain4scorecardOpenAI4scorecardOutreach4scorecardPendo4scorecardPlanhat4scorecardReply.io4scorecardCustomer.io3scorecardHubSpot3scorecardMutiny3scorecardVitally3scorecardZoomInfo3scorecardCommon Room2scorecardPostHog2scorecardPylon2scorecard11x Alice1scorecardCognism1scorecardGong1scorecardgtm pod1scorecardrealize1scorecardReprise1scorecardUserpilot1scorecardWalnut1scorecard
Latest verdictRobot Costume
realize Realize+ Agentic Advertising
“Autonomy sounds cool until you ask who’s updating CRM lead statuses and routing rules.”
Realize+ promises AI-driven ad decisions beyond social/search, but requires manual setup, ongoing campaign adjustments, and custom routing rules to translate clicks into qualified pipeline.