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AI Visibility Scorecard
Mansart Lescot Co.
mansartlescot.com · Home & Living
Borderline visible. AI bots can crawl Mansart Lescot Co., 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 5 times
Meta AI · Claude · Apple Intelligence
#656,242 of 1,262,917 in Home & Living for AI visibility
4.4
/10
AEO Score
About Mansart Lescot Co.
from our crawl and measurement
Mansart Lescot Co. is a E Southfield, MI business whose own site puts it this way: "Mansart Lescot Co. is a design and build construction company, formed in 2017, on the strength of over 34 years of professional construction project management experience." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.4/10, Mansart Lescot Co. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mansart Lescot Co.
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mansartlescot
Cite this score: Engagemii (2026). "AEO Score for Mansart Lescot Co.." Retrieved from https://engagemii.com/aeo/brands/mansartlescot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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