As of 28 October 2026, City Data (city-data.com) scores 34 out of 100 for AI visibility on the Faro AI visibility scan, a grade of F. Faro detected 0 of 8 agent-facing capabilities on the site, and lists it in the Faro Agent Registry under Real Estate.
What this means
Faro's scan of city-data.com on 28 October 2026 found none of the 8 agent-facing capabilities it looks for.
Faro couldn't confirm that both ChatGPT's and Claude's crawlers may read city-data.com. Where they can't, what they say about City Data comes from other sites. No structured business data turned up, so an assistant has to work out City Data's basic facts from ordinary page text.
AI assistants answer questions about a business from what its site publishes. This page is Faro’s record of what they can find on city-data.com.
Agent capabilities
0 of 8 detected
| Capability | Status |
|---|---|
Open to AI assistants ChatGPT, Claude and Perplexity are allowed to read this site rather than blocked from it. | Not detected |
Structured business data Key facts about the business are published in a form software reads exactly, so they are less likely to be garbled. | Not detected |
Published pricing Prices are stated openly on the site instead of hidden behind a contact form. | Not detected |
Publishes an llms.txt The site tells AI assistants where its important pages are, in a file written for them. | Not detected |
Public API Other software can connect to this business directly, not just through its website. | Not detected |
MCP server AI agents can use this business's tools directly, rather than only reading about them. | Not detected |
Agent-to-agent card Other AI agents can discover what this business does and how to work with it. | Not detected |
Open Knowledge bundle A packaged summary of the business that an agent can read in a single request. | Not detected |
What City Data does well
robots.txt exists and accessible
robots.txt is live. AI crawlers know the access rules.
Claude-User (live requests) allowed
Claude-User is allowed. When someone asks Claude to read or check your site, it can open the page.
Main content readable without JavaScript
Your homepage's main content is in the HTML the server sends (about 6489 words of body text). AI agents that don't run JavaScript can still read it.
Actual prices visible to AI
Price numbers detected. Agents can compare your plans.
All buttons have an accessible name
Every <button> in the raw HTML has either visible text or an aria-label/title. An agent can name every button it finds.
Homepage says plainly what you do
Your homepage says plainly what you do in its opening lines. Passage-level retrieval reads the top of a page first, so AI can tell what your business is.
OAI-SearchBot (ChatGPT search) allowed
OAI-SearchBot is allowed. Your pages can show up, with links, in ChatGPT search answers.
Claude-SearchBot allowed
Claude-SearchBot is allowed. Claude can index your pages for its search results.
Score by category
How the 34/100 is made up, across the areas Faro measures.
Agent Permissions
20/48
Content Discoverability
12/34
Structured Data
0/32
Pricing Transparency
6/18
Agent Infrastructure
4/34
Agent Operability
6/25
Trust & Identity
26/26
Is this your site?
Claim this listing to confirm you own city-data.com, keep the details current, and see the full report including what is not detected yet.
This entry is part of the Faro Agent Registry, also available as machine-readable JSON.