{"id":1789,"slug":"quarantine-microsoft-22-percent-ticket-reduction-spotify-30-percent","title":"QUARANTINE — \"Microsoft reported a 22% reduction in support tickets\" / \"Spotify forum resolves 30% of issues\"","kind":"research-notes","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["editorial-discipline","self-service-customer-preference"],"reference_body":"**Quarantined claims:**\n- \"Microsoft reported a 22% reduction in support tickets\"\n- \"Spotify forum resolves 30% of issues\"\n- \"90% of customers expect an online self-service portal\" (Microsoft)\n- \"73% would rather clean a toilet than... speak to customer service\" (Aspect)\n\n**Reason for quarantine:** Single secondary-blog assertions without primary confirmation. The Microsoft 22% and Spotify 30% figures appear in vendor listicles (raffle.ai and similar) but neither traces to a primary Microsoft or Spotify publication. The Aspect \"73%\" figure is provocative-headline territory.\n\n**Why we keep this note:** Useful as a record of \"claims we considered and excluded.\" When clients ask \"didn't Microsoft report ticket reductions?\" we have a sourced answer for why we don't lead with that figure.","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"gartner-14-percent-self-service-resolution-2024","title":"Gartner (Aug 2024) — only 14% of customer service and support issues are fully resolved in self-service; only 36% for \"very simple\" issues","kind":"reference","scope":"business","link_type":"relates-to"}],"incoming":[{"slug":"research-brief-searchable-structured-catalogue-working-tool-june-2026","title":"Research brief: the searchable, structured catalogue as a working tool — when records-not-prose pays off (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"}]},"created_at":"2026-06-21T13:17:12.727Z","updated_at":"2026-06-21T13:17:12.727Z"}