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AI Visibility Scorecard
California First Roofing
cali1roofer.com · Home & Living
Somewhat visible. AI bots can read California First Roofing, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#318,180 of 1,271,128 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
0
AI Adoption
iNone detected · 0/100
About California First Roofing
from our crawl and measurement
California First Roofing is a San Diego, CA business whose own site puts it this way: "California First Roofing, Inc. is a licensed, bonded and insured San Diego roofing contractor (CSLB #1094851, B & C-39) specializing in residential and commercial roof replacement, repair." Its AI visibility score is 5.1 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 (LocalBusiness, RoofingContractor, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
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 5.1/10, California First Roofing has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for California First Roofing
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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 September 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cali1roofer
Cite this score: Engagemii (2026). "AEO Score for California First Roofing." Retrieved from https://engagemii.com/aeo/brands/cali1roofer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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