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AI Visibility Scorecard
Ryan Tostenson
ryanc21p.com · Real Estate
Borderline visible. AI bots can crawl Ryan Tostenson, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#301,289 of 655,095 in Real Estate for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Ryan Tostenson
from our crawl and measurement
Ryan Tostenson, based in Mason City, IA, describes itself simply: "Actual rates available to you will depend on many factors including lender, income, credit, location, and property value." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
What holds it back is structured data describing the business, sitemaps and entity links AI can follow, a clearly stated business identity, the first things an answer engine looks for.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page the picture is mixed: other sites link to it, but the domain does not yet read as established and AI engines do not yet recognise it as a distinct business. Its own schema identifies it as real estate.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Ryan Tostenson is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ryan Tostenson
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ryanc21p
Cite this score: Engagemii (2026). "AEO Score for Ryan Tostenson." Retrieved from https://engagemii.com/aeo/brands/ryanc21p
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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