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AI Visibility Scorecard
Manfred Frank
frankhinge.com · Professional Services
Borderline visible. AI bots can crawl Manfred Frank, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#250,214 of 486,221 in Professional Services for AI visibility
4.4
/10
AEO Score
About Manfred Frank
from our crawl and measurement
"Discover what makes Manfred Frank heavy duty concealed hinges so unique. Widely specified by Architects, ideal for any project." That is how Manfred Frank introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site gets some of it right: it has a clearly stated business identity, crawler access and the files AI engines look for, sitemaps and entity links AI can follow. What holds it back is what is absent, including credibility markers like credentials or reviews.
The wider web has little to say about it yet: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 4.4/10, Manfred Frank is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Manfred Frank
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Manfred Frank.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frankhinge
Cite this score: Engagemii (2026). "AEO Score for Manfred Frank." Retrieved from https://engagemii.com/aeo/brands/frankhinge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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