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Are real estate agents in Portland visible to AI assistants? Measured data

We ran our automated AI-readiness check on the public websites of 16 real estate offices in Portland in November 2026. Each site counts once. No individual business is named here.

64/100average AI-readiness score
38%scored below 60
69%have no llms.txt
38%have no structured data (Schema.org/JSON-LD)
19%block at least one AI crawler in robots.txt
19%have no sitemap.xml
38%homepage slower than 1.5 seconds

Score and shares refer to the 16 checked websites, not to all real estate agents in Portland. Updated November 10, 2026.

Does an AI assistant name them?

We also asked an AI assistant, as a local customer would, which real estate agent in Portland to contact. For 10 of the checked businesses we ran this test; 0% of them were named at least once. The others were not part of the answer.

What these checks mean

CheckWhy it matters for AI assistants
llms.txtA short plain-text file that tells AI systems what a business offers, where and how to get in touch. Without it, assistants have to guess from the page layout.
Structured dataSchema.org/JSON-LD marks up name, address, opening hours and services so that assistants and agents can read them reliably.
robots.txtRules that block GPTBot, ClaudeBot, PerplexityBot or Google-Extended keep those assistants from reading the site at all.
sitemap.xmlLists the pages a crawler should know about; missing sitemaps lead to incomplete pictures of the business.
Load timeSlow homepages are often cut short by crawlers; the content never reaches the assistant.

How does your own website score?

Enter your website and e-mail address. We run the same check on your site and send you the result in plain language, usually within one business day. No cost, no obligation.

Fix it in one afternoon

The Agent Findability Setup gives you ready-made llms.txt and structured data for your pages with a step-by-step guide for your platform. Businesses whose websites pass our checks can be listed in the AI-visible businesses directory.

More measurements