{
  "date": "2026-10-08",
  "market": "Bangkok, Thailand",
  "eligible_prompts": 13,
  "rule": "Discovery prompts only. Prompts naming DLVX are excluded. An engine with valid answers below half of prompts asked is excluded and never charted as zero.",
  "engines": {
    "google_ai_mode": {
      "valid_answers": 10,
      "invalid_answers": 3,
      "invalid_reason": "answer capture ended before completion",
      "dlvx_mentions": 2,
      "dlvx_citations": 2,
      "mention_rate": 0.2,
      "citation_rate": 0.2
    },
    "chatgpt": {
      "valid_answers": 0,
      "invalid_answers": 13,
      "invalid_reason": "answer did not render in the measurement capture",
      "status": "excluded"
    }
  },
  "businesses_named_in_valid_google_answers": [
    { "name": "Digital Agency Bangkok", "count": 3 },
    { "name": "Hashbox", "count": 3 },
    { "name": "Yes Web Design Studio", "count": 2 },
    { "name": "Search Studio", "count": 1 },
    { "name": "Clutch", "count": 1 }
  ],
  "notes": [
    "This is a sampled prompt panel, not market share or a universal ranking.",
    "Engine answers can change between users, locations and collection times.",
    "Mentions and citations are measured separately from visits and enquiries."
  ],
  "source_page": "https://dlvx.co/insights/bangkok-ai-visibility-benchmark-2026"
}