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AI Visibility Scorecard
Ed Freyfogle
freyfogle.com · Technology
Somewhat visible. AI bots can read Ed Freyfogle, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#180,909 of 2,650,701 in Technology for AI visibility
6.1
/10
AEO Score
About Ed Freyfogle
from our crawl and measurement
"Ed Freyfogle About me: Co-founder of OpenCage We provide a high-volume, worldwide geocoding API - a way to convert geographic coordinates or addresses to useful location data." That is how Ed Freyfogle introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 132 words.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
2
Forum and community discussion.
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 6.1/10, Ed Freyfogle has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ed Freyfogle
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/freyfogle
Cite this score: Engagemii (2026). "AEO Score for Ed Freyfogle." Retrieved from https://engagemii.com/aeo/brands/freyfogle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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