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AI Visibility Scorecard
Contractors
leonardcontractors.com · Home & Living
Somewhat visible. AI bots can read Contractors, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 267 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#316,874 of 1,245,469 in Home & Living for AI visibility
5.1
/10
AEO Score
About Contractors
from our crawl and measurement
Contractors is a business whose own site puts it this way: "Take Your Dream from Idea to Reality About Us Building Trust, Delivering Quality At Leonard Contractors, we specialize in delivering high-quality construction with a focus on reliability." 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 a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 49 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
8
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, Contractors has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contractors
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Contractors.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leonardcontractors
Cite this score: Engagemii (2026). "AEO Score for Contractors." Retrieved from https://engagemii.com/aeo/brands/leonardcontractors
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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