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AI Visibility Scorecard
McAllen Valley Roofing Co.
mcallenvalleyroofing.com · Home & Living
Somewhat visible. AI bots can read McAllen Valley Roofing Co., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Apple Intelligence · Claude · Meta AI
#39,965 of 1,271,128 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About McAllen Valley Roofing Co.
from our crawl and measurement
McAllen Valley Roofing Co. is a McAllen, TX business whose own site puts it this way: "McAllen Valley Roofing Co, the #1 roofing company in the Valley. Services include roof repair, installation, re-roofs, & more! 956-279-8292." Its AI visibility score is 6.1 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 (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
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
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.1/10, McAllen Valley Roofing Co. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McAllen Valley Roofing Co.
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/mcallenvalleyroofing
Cite this score: Engagemii (2026). "AEO Score for McAllen Valley Roofing Co.." Retrieved from https://engagemii.com/aeo/brands/mcallenvalleyroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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