{ "dataset": "AutoTest Google visibility and ChatGPT referral URL overlap", "version": "2026-09-09-r2-timezone-corrected", "correction_note": "The earlier draft compared a UTC+7 cutoff with GSC date labels. This version converts the GSC Pacific Time date range to shared UTC boundaries and supersedes the 356-pageview/155-path draft figures.", "gsc_export": { "property": "autotest.asia", "property_type": "not supplied in owner export", "search_type": "not supplied in owner export", "country_filter": "not supplied; country table is included in the private owner export but this URL join uses the Pages table without a stated country filter", "device_filter": "not supplied", "exported_recorded_at": "2026-09-06T22:15:00+07:00", "date_labels_timezone": "America/Los_Angeles", "date_labels_inclusive": { "start": "2026-08-03", "end": "2026-09-04" }, "shared_utc_window": { "start_inclusive": "2026-08-03T07:00:00.000Z", "end_exclusive": "2026-09-05T07:00:00.000Z" }, "page_rows": 164, "page_table_clicks": 27, "page_table_impressions": 2553, "aggregation_caveat": "Use the daily table as the property-level trend source of truth. Preserve page/query/country dimensions as exported; dimension totals may differ because of Search Console aggregation and privacy behavior." }, "chatgpt_log": { "shared_utc_window": { "start_inclusive": "2026-08-03T07:00:00.000Z", "end_exclusive": "2026-09-05T07:00:00.000Z" }, "timezone_equivalent": { "start": "2026-08-03 14:00:00 UTC+7", "end_exclusive": "2026-09-05 14:00:00 UTC+7" }, "deduplicated_pageviews": 340, "landing_paths": 144, "definition": "Explicit ChatGPT/OpenAI source marker; crawler user agents excluded; beacon/nginx cross-pipeline duplicates folded within 120 seconds." }, "url_normalization": [ "parse against https://autotest.asia", "keep pathname only", "remove query and fragment", "remove trailing slash except root" ], "summary": { "paths_present_in_both_sources": 44, "overlap_as_pct_of_gsc_rows": 26.8, "chatgpt_paths_absent_from_gsc_page_export": 100, "gsc_clicked_paths": 18, "gsc_clicked_paths_with_chatgpt_referral": 7, "gsc_paths_with_at_least_10_impressions": 75, "gsc_paths_with_at_least_10_impressions_and_chatgpt_referral": 25, "gsc_paths_with_average_position_20_or_better": 34, "gsc_top_20_paths_with_chatgpt_referral": 5, "spearman_average_position_vs_chatgpt_pageviews": 0.13, "pearson_gsc_impressions_vs_chatgpt_pageviews": 0.02 }, "matrices": [ { "google_signal": "at least one GSC click", "both": 7, "google_only": 11, "chatgpt_below_google_threshold": 37, "neither": 109 }, { "google_signal": "at least 10 GSC impressions", "both": 25, "google_only": 50, "chatgpt_below_google_threshold": 19, "neither": 70 }, { "google_signal": "average position 20 or better", "both": 5, "google_only": 29, "chatgpt_below_google_threshold": 39, "neither": 91 } ], "gsc_164_url_rows": [ { "pathname": "/", "gsc_clicks": 4, "gsc_impressions": 79, "gsc_ctr": 0.0506, "gsc_average_position": 17.25, "chatgpt_referral_pageviews": 0, "has_chatgpt_referral": false }, { "pathname": "/vietnam", "gsc_clicks": 3, "gsc_impressions": 32, "gsc_ctr": 0.09380000000000001, "gsc_average_position": 3.88, "chatgpt_referral_pageviews": 0, "has_chatgpt_referral": false }, { "pathname": "/corrections", "gsc_clicks": 2, "gsc_impressions": 40, "gsc_ctr": 0.05, "gsc_average_position": 4.08, "chatgpt_referral_pageviews": 0, "has_chatgpt_referral": false }, { "pathname": "/vietnam/cars", "gsc_clicks": 2, "gsc_impressions": 34, "gsc_ctr": 0.0588, "gsc_average_position": 8.65, "chatgpt_referral_pageviews": 0, "has_chatgpt_referral": false }, { "pathname": "/vietnam/ev", "gsc_clicks": 2, "gsc_impressions": 29, "gsc_ctr": 0.069, "gsc_average_position": 10.07, "chatgpt_referral_pageviews": 0, "has_chatgpt_referral": false }, { "pathname": "/vietnam/used-cars/mazda-cx-5-cu-co-nen-mua-khong", "gsc_clicks": 2, "gsc_impressions": 10, "gsc_ctr": 0.2, "gsc_average_position": 107.7, "chatgpt_referral_pageviews": 1, "has_chatgpt_referral": true }, { "pathname": "/thailand/cars/toyota-camry", "gsc_clicks": 1, "gsc_impressions": 107, "gsc_ctr": 0.009300000000000001, 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