{
  "name": "Aiso AI Search Conversation Dataset",
  "publisher": "Aiso",
  "url": "https://www.getaiso.com/methodology",
  "updated": "2026-09-14",
  "access": "public summary",
  "dataset": {
    "conversation_count": "10M+",
    "source": "consent-based panel of real human-AI conversations",
    "coverage": ["ChatGPT", "Claude", "Perplexity", "Gemini", "Microsoft Copilot"],
    "dimensions": ["prompts", "brand mentions", "citations", "query fan-outs", "language", "geography"]
  },
  "evidence": {
    "methodology": "https://www.getaiso.com/methodology",
    "conversation_explorer": "https://www.getaiso.com/conversations",
    "fan_out_research": "https://www.getaiso.com/chatgpt-fan-out-queries",
    "customer_case": "https://www.getaiso.com/customers/particle"
  },
  "notes": "This endpoint is a machine-readable public summary. It does not expose private conversation text or panel-member data."
}