AI Visibility Scorecard
Peter Müller
petermueller.be · Home & Living
Borderline visible. AI bots can crawl Peter Müller, 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
#220,635 of 1,377,883 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Peter Müller
from our crawl and measurement
Peter Müller, based in Möderscheid, describes itself simply: "Peter Müller Hersteller von Koppelzäunen & -Tore, Holzpfähle für Obst- & Weinanbau - Holzrahmenbau - Abbund & Imprägnierung. Belgien." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (HomeAndConstructionBusiness, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, Peter Müller is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Peter Müller
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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 October 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/petermueller-be
Cite this score: Engagemii (2026). "AEO Score for Peter Müller." Retrieved from https://engagemii.com/aeo/brands/petermueller-be
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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