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AI Visibility Statistics 2026: What We Found Auditing Real Business Websites

Original 2026 data measured by Specularis: 24–25% of local business websites block GPTBot, 42–57% have no structured data, and 44–63% are effectively invisible to AI answer engines. Every figure includes its sample size.

Adev Aarons

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Last updated: August 2026. Every number on this page we measured ourselves — no borrowed stats, no estimates. Each figure lists its sample size so you can trust it and cite it. We update this page every year; older figures are kept further down as history.

Specularis audits whether AI answer engines (ChatGPT, Claude, Perplexity, Google AI) can actually find, read, and cite a business website. These are the aggregate results across the markets we've studied.

The headline numbers (measured by Specularis)

  • 44% of Tampa real estate websites are effectively invisible to AI answer engines. (n=45, Specularis, 2026)

  • 63% of Miami real estate websites are effectively invisible to AI answer engines. (n=51, Specularis, 2026)

  • 24% of Tampa real estate websites actively block GPTBot, the crawler that feeds ChatGPT. (n=45, Specularis, 2026)

  • 25% of Miami real estate websites actively block GPTBot. (n=51, Specularis, 2026)

  • 42% of Tampa real estate websites publish no structured data at all. (n=45, Specularis, 2026)

  • 57% of Miami real estate websites publish no structured data at all. (n=51, Specularis, 2026)

  • Only 11% of Tampa real estate websites use RealEstateAgent schema. (n=45, Specularis, 2026)

  • Only 8% of Miami real estate websites use RealEstateAgent schema. (n=51, Specularis, 2026)

  • 13% of Tampa and 18% of Miami real estate websites have an llms.txt file. (n=45 / n=51, Specularis, 2026)

Crawler access: can AI even read the site?

  • A quarter of real estate websites in both markets block GPTBot — 24% in Tampa (n=45), 25% in Miami (n=51). The block rate being nearly identical across two independent markets suggests an industry-wide default, not a local quirk. (Specularis, 2026)

  • Most of these blocks are unintentional — a default in a security product or CDN (often Cloudflare), not a decision the business made. (Specularis, 2026)

  • Blocking AI crawlers provides no security benefit. Malicious bots ignore robots.txt; only well-behaved AI crawlers obey it. (Specularis analysis, 2026)

Identity: can AI tell what the business is?

  • 42% (Tampa) and 57% (Miami) of real estate websites publish zero structured data, meaning AI has no reliable way to identify what the business is. (n=45 / n=51, Specularis, 2026)

  • Fewer than 1 in 8 use industry-specific schema — 11% Tampa, 8% Miami use RealEstateAgent schema. (Specularis, 2026)

Emerging signals

  • Adoption of the emerging llms.txt standard is still in the low teens — 13% Tampa, 18% Miami. (Specularis, 2026)

  • Only about a quarter of sites' robots.txt files address AI crawlers at all (27% Tampa). (n=45, Specularis, 2026)

What "fixed" looks like

  • A Miami brokerage moved from an AI-visibility score of 14/100 to 70/100 after crawler access, schema, and off-site work. (Specularis client, 2026)

  • Specularis's own website scored 20/100 before we fixed it, and 77/100 and climbing now — audited monthly, published on our site. (Specularis, 2026)

Methodology

We pull every business of a given type from Google Maps in a market (a neutral sample, no pre-filtering for AI visibility), deduplicate to unique domains, then request each homepage as OpenAI's GPTBot user-agent (a 403 or refused connection while a normal browser succeeds = blocked) and inspect the page source for structured data. Sites unreachable to every user agent are excluded as broken, not counted as blocking AI. Full methodology and raw CSVs are published with each market study:

Want your own number?

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FAQ

What percentage of businesses are invisible to AI?

In our audits of real estate websites, 44% in Tampa (n=45) and 63% in Miami (n=51) were effectively invisible to AI answer engines — meaning they either block the AI crawler or publish nothing a machine can use to identify them. (Specularis, 2026)

How many websites block ChatGPT's crawler?

About a quarter of the real estate websites we audited block GPTBot — 24% in Tampa and 25% in Miami. Most did not do it on purpose; it's usually a default security setting. (Specularis, 2026)

Where do these statistics come from?

All figures are original data measured by Specularis using a reproducible method: sample from Google Maps, request each homepage as GPTBot, and inspect for structured data. Raw CSVs are published with each study.

How often is this page updated?

Annually. We re-run the audits, add new markets, and update the figures each year. Older numbers are kept lower on the page as history.