Datasets:
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
ai-search
large-language-models
generative-engine-optimization
local-search
chatgpt
google-ai-mode
License:
| { | |
| "matcher": "v2-2026-09-17", | |
| "runs": { | |
| "2026-08": { | |
| "file": "index_2026-08_full.json", | |
| "collected": "2026-08", | |
| "summary": { | |
| "chatgpt": { | |
| "markets_answered": 50, | |
| "top3": { | |
| "mentioned": 6, | |
| "of": 150, | |
| "mention_pct": 4.0, | |
| "invisible_pct": 96.0, | |
| "invisible_ci95": [ | |
| 91.5, | |
| 98.2 | |
| ] | |
| }, | |
| "no1_named": { | |
| "mentioned": 1, | |
| "of": 50, | |
| "mention_pct": 2.0, | |
| "invisible_pct": 98.0, | |
| "invisible_ci95": [ | |
| 89.5, | |
| 99.6 | |
| ] | |
| }, | |
| "markets_with_none_of_top3": 44, | |
| "answers_truncated": 0, | |
| "by_category": { | |
| "plumber": { | |
| "mentioned": 1, | |
| "of": 30, | |
| "mention_pct": 3.3, | |
| "invisible_pct": 96.7, | |
| "invisible_ci95": [ | |
| 83.3, | |
| 99.4 | |
| ] | |
| }, | |
| "dentist": { | |
| "mentioned": 1, | |
| "of": 30, | |
| "mention_pct": 3.3, | |
| "invisible_pct": 96.7, | |
| "invisible_ci95": [ | |
| 83.3, | |
| 99.4 | |
| ] | |
| }, | |
| "personal injury lawyer": { | |
| "mentioned": 4, | |
| "of": 30, | |
| "mention_pct": 13.3, | |
| "invisible_pct": 86.7, | |
| "invisible_ci95": [ | |
| 70.3, | |
| 94.7 | |
| ] | |
| }, | |
| "real estate agent": { | |
| "mentioned": 0, | |
| "of": 30, | |
| "mention_pct": 0.0, | |
| "invisible_pct": 100.0, | |
| "invisible_ci95": [ | |
| 88.6, | |
| 100.0 | |
| ] | |
| }, | |
| "HVAC contractor": { | |
| "mentioned": 0, | |
| "of": 30, | |
| "mention_pct": 0.0, | |
| "invisible_pct": 100.0, | |
| "invisible_ci95": [ | |
| 88.6, | |
| 100.0 | |
| ] | |
| } | |
| } | |
| }, | |
| "google_ai": { | |
| "markets_answered": 50, | |
| "excluded_from_published_rates": true, | |
| "exclusion_reason": "every stored answer was truncated; a truncated answer can only undercount mentions, so no rate is defensible", | |
| "answers_truncated": 50 | |
| } | |
| } | |
| }, | |
| "2026-09": { | |
| "file": "index_2026-09_full.json", | |
| "collected": "2026-09-18T02:14:05Z", | |
| "summary": { | |
| "chatgpt": { | |
| "markets_answered": 50, | |
| "top3": { | |
| "mentioned": 7, | |
| "of": 150, | |
| "mention_pct": 4.7, | |
| "invisible_pct": 95.3, | |
| "invisible_ci95": [ | |
| 90.7, | |
| 97.7 | |
| ] | |
| }, | |
| "no1_named": { | |
| "mentioned": 2, | |
| "of": 50, | |
| "mention_pct": 4.0, | |
| "invisible_pct": 96.0, | |
| "invisible_ci95": [ | |
| 86.5, | |
| 98.9 | |
| ] | |
| }, | |
| "markets_with_none_of_top3": 43, | |
| "answers_truncated": 0, | |
| "by_category": { | |
| "plumber": { | |
| "mentioned": 2, | |
| "of": 30, | |
| "mention_pct": 6.7, | |
| "invisible_pct": 93.3, | |
| "invisible_ci95": [ | |
| 78.7, | |
| 98.2 | |
| ] | |
| }, | |
| "dentist": { | |
| "mentioned": 2, | |
| "of": 30, | |
| "mention_pct": 6.7, | |
| "invisible_pct": 93.3, | |
| "invisible_ci95": [ | |
| 78.7, | |
| 98.2 | |
| ] | |
| }, | |
| "personal injury lawyer": { | |
| "mentioned": 2, | |
| "of": 30, | |
| "mention_pct": 6.7, | |
| "invisible_pct": 93.3, | |
| "invisible_ci95": [ | |
| 78.7, | |
| 98.2 | |
| ] | |
| }, | |
| "real estate agent": { | |
| "mentioned": 1, | |
| "of": 30, | |
| "mention_pct": 3.3, | |
| "invisible_pct": 96.7, | |
| "invisible_ci95": [ | |
| 83.3, | |
| 99.4 | |
| ] | |
| }, | |
| "HVAC contractor": { | |
| "mentioned": 0, | |
| "of": 30, | |
| "mention_pct": 0.0, | |
| "invisible_pct": 100.0, | |
| "invisible_ci95": [ | |
| 88.6, | |
| 100.0 | |
| ] | |
| } | |
| } | |
| }, | |
| "chatgpt_web": { | |
| "markets_answered": 50, | |
| "top3": { | |
| "mentioned": 16, | |
| "of": 150, | |
| "mention_pct": 10.7, | |
| "invisible_pct": 89.3, | |
| "invisible_ci95": [ | |
| 83.4, | |
| 93.3 | |
| ] | |
| }, | |
| "no1_named": { | |
| "mentioned": 10, | |
| "of": 50, | |
| "mention_pct": 20.0, | |
| "invisible_pct": 80.0, | |
| "invisible_ci95": [ | |
| 67.0, | |
| 88.8 | |
| ] | |
| }, | |
| "markets_with_none_of_top3": 36, | |
| "answers_truncated": 0, | |
| "by_category": { | |
| "plumber": { | |
| "mentioned": 12, | |
| "of": 30, | |
| "mention_pct": 40.0, | |
| "invisible_pct": 60.0, | |
| "invisible_ci95": [ | |
| 42.3, | |
| 75.4 | |
| ] | |
| }, | |
| "dentist": { | |
| "mentioned": 1, | |
| "of": 30, | |
| "mention_pct": 3.3, | |
| "invisible_pct": 96.7, | |
| "invisible_ci95": [ | |
| 83.3, | |
| 99.4 | |
| ] | |
| }, | |
| "personal injury lawyer": { | |
| "mentioned": 0, | |
| "of": 30, | |
| "mention_pct": 0.0, | |
| "invisible_pct": 100.0, | |
| "invisible_ci95": [ | |
| 88.6, | |
| 100.0 | |
| ] | |
| }, | |
| "real estate agent": { | |
| "mentioned": 1, | |
| "of": 30, | |
| "mention_pct": 3.3, | |
| "invisible_pct": 96.7, | |
| "invisible_ci95": [ | |
| 83.3, | |
| 99.4 | |
| ] | |
| }, | |
| "HVAC contractor": { | |
| "mentioned": 2, | |
| "of": 30, | |
| "mention_pct": 6.7, | |
| "invisible_pct": 93.3, | |
| "invisible_ci95": [ | |
| 78.7, | |
| 98.2 | |
| ] | |
| } | |
| } | |
| }, | |
| "google_ai": { | |
| "markets_answered": 50, | |
| "top3": { | |
| "mentioned": 48, | |
| "of": 150, | |
| "mention_pct": 32.0, | |
| "invisible_pct": 68.0, | |
| "invisible_ci95": [ | |
| 60.2, | |
| 74.9 | |
| ] | |
| }, | |
| "no1_named": { | |
| "mentioned": 21, | |
| "of": 50, | |
| "mention_pct": 42.0, | |
| "invisible_pct": 58.0, | |
| "invisible_ci95": [ | |
| 44.2, | |
| 70.6 | |
| ] | |
| }, | |
| "markets_with_none_of_top3": 17, | |
| "answers_truncated": 0, | |
| "by_category": { | |
| "plumber": { | |
| "mentioned": 16, | |
| "of": 30, | |
| "mention_pct": 53.3, | |
| "invisible_pct": 46.7, | |
| "invisible_ci95": [ | |
| 30.2, | |
| 63.9 | |
| ] | |
| }, | |
| "dentist": { | |
| "mentioned": 10, | |
| "of": 30, | |
| "mention_pct": 33.3, | |
| "invisible_pct": 66.7, | |
| "invisible_ci95": [ | |
| 48.8, | |
| 80.8 | |
| ] | |
| }, | |
| "personal injury lawyer": { | |
| "mentioned": 4, | |
| "of": 30, | |
| "mention_pct": 13.3, | |
| "invisible_pct": 86.7, | |
| "invisible_ci95": [ | |
| 70.3, | |
| 94.7 | |
| ] | |
| }, | |
| "real estate agent": { | |
| "mentioned": 3, | |
| "of": 30, | |
| "mention_pct": 10.0, | |
| "invisible_pct": 90.0, | |
| "invisible_ci95": [ | |
| 74.4, | |
| 96.5 | |
| ] | |
| }, | |
| "HVAC contractor": { | |
| "mentioned": 15, | |
| "of": 30, | |
| "mention_pct": 50.0, | |
| "invisible_pct": 50.0, | |
| "invisible_ci95": [ | |
| 33.2, | |
| 66.8 | |
| ] | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } |