Dental AI Visibility Data: US Dental Practice Websites, AI Search Crawler Access, and a Vendor Self-Measurement Run Log (2026)

Five anonymized, aggregated CSV datasets. Four are dental market scans covering how US dental practice websites are built and how they respond to AI search crawlers: structured data, publishing platform, robots.txt handling of 13 named AI and data crawlers, live server behavior toward those crawlers, Google review and rating signals, and site speed. They are built from Citevio's own scans of 527 dental practices (7 US metros plus 9 smaller nearby towns, June 2026), 6,497 dental-related domains nationwide (July 2026), and 499 sites tested for live crawler access (July 2026). The fifth file is a separately marked vendor self-measurement log: 13 completed answer-engine runs (August 2026) recording whether the publisher's own name and domain appeared in responses to fixed queries. It measures the publisher, not the market, and supports no statement about dental practices. Row-level records, practice domains, and raw engine response text are not published; every file holds counts or per-run outcome flags only.