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AI Visibility Scorecard
Vision Construction
buildwithvisionllc.com · Home & Living
Somewhat visible. AI bots can read Vision Construction, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#12,541 of 1,244,256 in Home & Living for AI visibility
6.4
/10
AEO Score
About Vision Construction
from our crawl and measurement
Vision Construction is a business whose own site puts it this way: "Vision Construction Co. LLC offers roofing maintenance, storm damage repair, & new roof installation services. Call us at (816) 743-4156 for an inspection." Its AI visibility score is 6.4 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 (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
8
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 6.4/10, Vision Construction has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vision Construction
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Vision Construction.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/buildwithvisionllc
Cite this score: Engagemii (2026). "AEO Score for Vision Construction." Retrieved from https://engagemii.com/aeo/brands/buildwithvisionllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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