AI Visibility Scorecard
By The Book Roofing
btbroof.com · Home & Living
Borderline visible. AI bots can crawl By The Book Roofing, 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 1 times
Claude
#1,042,186 of 1,375,000 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About By The Book Roofing
from our crawl and measurement
Mobile Home Roofing Prices, Tampa Bay describes itself simply: "TPO roof-overs for mobile & manufactured homes, published at $795 per square. Everything in writing, nobody at your door. Call (813) 212-3218." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (RoofingContractor) 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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
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 3.9/10, By The Book Roofing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Vetting this for a parent?
We built a page just for you: license, permits, cancellation rights, and the written contract, all in one place you can check before anyone signs anything. Read the family page
Is this your brand?
The exact fixes for By The Book Roofing
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 By The Book Roofing.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/btbroof
Cite this score: Engagemii (2026). "AEO Score for By The Book Roofing." Retrieved from https://engagemii.com/aeo/brands/btbroof
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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