{"schema_version":"usta.geo-content-retrofit-market-probe.v1","observed_local_date":"2026-08-09","purpose":"A dated Stage-1 receipt for a bounded GEO content-retrofit pilot. Vendor pages establish that content teams buy prompt and citation monitoring; owned Search Console rows and the sealed prompt panel establish a measurable discovery and QA path. None of these observations proves demand for this pilot or promises a citation lift.","vendor_sources":[{"vendor":"OtterlyAI","source_url":"https://otterly.ai/pricing","http_status":200,"fetched_at_utc":"2026-08-10T02:50:22Z","response_sha256":"183782fd4febb87920ba66e88d8127de2ba52def118b60359a063b0044e05636","observed_plans":["Lite: 29 USD per month for 15 search prompts","Standard: 189 USD per month for 100 search prompts","Premium: 489 USD per month for 400 search prompts"],"interpretation_limit":"The page prices ongoing monitoring software. It does not price a managed retrofit, prove that any content change earns citations, or establish demand for our pilot."},{"vendor":"Peec AI","source_url":"https://peec.ai/ai-instructions","http_status":200,"fetched_at_utc":"2026-08-10T02:50:22Z","response_sha256":"01caaf96d1a8f854dc3fbdf8d8b74f1b16d70b30c7c8f23f4365cdd36391c0ee","observed_plans":["Starter: 95 USD per month for 50 prompts","Pro: 245 USD per month for 150 prompts","Advanced: 495 USD per month for 350 prompts"],"interpretation_limit":"The first-party AI-information page states monitoring tiers and says to re-check the pricing page because terms can change. It does not price or validate our service."},{"vendor":"Profound","source_url":"https://www.tryprofound.com/pricing?r44b=no","http_status":200,"fetched_at_utc":"2026-08-10T02:50:22Z","response_sha256":"879049dbd9db9de9606e31c76cc0130ae783693bdc6d2cddd27a9fe042869a74","observed_plans":["Starter: 99 USD per month billed yearly, 50 prompts and ChatGPT tracking","Growth: 399 USD per month billed yearly, 100 prompts and three answer engines"],"interpretation_limit":"The page prices monitoring and content-agent software. It does not price a ten-page manual retrofit or guarantee that an answer engine will cite a page."}],"owned_search_console":{"property":"sc-domain:ustechautomations.com","window_start":"2026-07-10","window_end":"2026-08-08","fetched_at_utc":"2026-08-10T02:49:00Z","source_query_rows":33663,"query_dimension_filter_results":[{"filter":"exact GEO/AEO/AI-search-optimization language","query_rows":1,"impressions":12,"clicks":0},{"filter":"AI-citation/cited-by-AI/AI-visibility language","query_rows":2,"impressions":7,"clicks":0},{"filter":"broad ChatGPT/Perplexity/AI-Overview/AI-search/LLM language","query_rows":20,"impressions":42,"clicks":0}],"interpretation_limit":"These are Search Analytics API rows for the owned property. They show the property surfaced for the fixed query-language filters. The zero-click counts are disclosed; impressions are not referrals, buyers, or proof of demand."},"owned_prompt_panel":{"source":"sealed cited-by-ai owned-dataset store read by permits_engine.cited_by_ai_feed","public_method_url":"https://ustechautomations.com/permits/cited-by-ai","snapshot_date":"2026-08-09","panel_size":6,"readable_misses":4,"asset_mentions_without_url":2,"exact_target_url_mentions":0,"unknowns":0,"provider_authenticated_citations":0,"interpretation_limit":"This was one local ungrounded control assistant on one date. It proves the fixed-manifest and least-flattering counting method can report an all-zero citation result; it does not measure commercial answer engines or predict a retrofit outcome."}}