{
  "analysisCheckedAt": "2026-11-06T22:44:34.488301+00:00",
  "runDate": "2026-11-04",
  "sourceCommit": "c7ffc7f0",
  "sourceFile": "docs/lead-gen-ai-visibility/results-services-2026-11-04.jsonl",
  "sourceSha256": "aa5bf297a6753c66b71c26c63492383e4182bbff455994b37a8fc35cf1c505a1",
  "method": "One fresh Claude Sonnet web-search answer per prompt according to the archived runbook; raw JSON lines do not separately record a model version. Recount of saved annotations, not a new model run or an independent fact audit.",
  "cohorts": {
    "allOriginalServicesPrompts": {
      "answers": 35,
      "answersAnnotatedWithDuppleBrand": 25,
      "brandPresentAnswersAnnotatedSelfPublished": 25
    },
    "promptsNamingADuppleBrand": {
      "answers": 7,
      "answersAnnotatedWithDuppleBrand": 7,
      "brandPresentAnswersAnnotatedSelfPublished": 7
    },
    "promptsNotNamingADuppleBrand": {
      "answers": 28,
      "answersAnnotatedWithDuppleBrand": 18,
      "brandPresentAnswersAnnotatedSelfPublished": 18
    }
  },
  "brandMatching": "Case-insensitive whole-word occurrence of Dupple, Techpresso, AIpresso, Devshot, Cyberpresso, Finpresso, MarketingShot or Toolradar in the question.",
  "limitations": [
    "One run per question; small selected panel, not random or a population estimate",
    "Branded questions have different selection from unbranded questions",
    "Presence of a brand is distinct from citation, ranking, recommendation and revenue",
    "No new post-publication visibility effect measured"
  ],
  "publishedPercentages": false,
  "promptSourceCommit": "a70e8844",
  "promptSourceSha256": "096fdc9571e903417b379bb3f10f47fa7c00c02d7e34f824fa7edd3b928d3e4a",
  "historicalPromptFileChecked": true,
  "lexicallyBrandedPromptIds": [
    42,
    65,
    66,
    67,
    68,
    69,
    70
  ],
  "originalBrandGroupIds": [
    65,
    66,
    67,
    68,
    69,
    70
  ]
}