AI Visibility Scorecard
Patch Man
patch-man.com · Home & Living
Somewhat visible. AI bots can read Patch Man, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#92,204 of 1,374,224 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Patch Man
from our crawl and measurement
The Patch Man, based in Vidor, Texas, describes itself simply: "Flawless drywall repair & texture matching across Beaumont and Southeast Texas. 27+ years of experience restoring walls. Get your free estimate today!." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.9/10, Patch Man has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patch Man
Which AI engines already crawl you
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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 August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patch-man
Cite this score: Engagemii (2026). "AEO Score for Patch Man." Retrieved from https://engagemii.com/aeo/brands/patch-man
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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