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AI Visibility Scorecard
John's Quality Roofing
johnsqualityroofing.com · Home & Living
Somewhat visible. AI bots can read John's Quality Roofing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#195,967 of 1,225,882 in Home & Living for AI visibility
5.4
/10
AEO Score
About John's Quality Roofing
from our crawl and measurement
John's Quality Roofing is a Bella Vista, AR business whose own site puts it this way: "Affordable roofing installation in Bella Vista, AR for homes and businesses. Johns Quality offers professional roofing, repairs, replacements, and inspections." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.4/10, John's Quality Roofing has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John's Quality Roofing
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnsqualityroofing
Cite this score: Engagemii (2026). "AEO Score for John's Quality Roofing." Retrieved from https://engagemii.com/aeo/brands/johnsqualityroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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