AI Visibility Scorecard
Mel-Haven Engineering, LLC
melhavenengineering.com · Home & Living
Somewhat visible. AI bots can read Mel-Haven Engineering, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#396,362 of 1,374,682 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Mel-Haven Engineering, LLC
from our crawl and measurement
Mel-Haven Engineering, LLC is a Sarasota, FL business whose own site puts it this way: "Melanie’s significant and varied experience has allowed her to enjoy many of her projects in the community she works, lives and plays, Sarasota, Fl." 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 structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
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 5.1/10, Mel-Haven Engineering, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mel-Haven Engineering, LLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/melhavenengineering
Cite this score: Engagemii (2026). "AEO Score for Mel-Haven Engineering, LLC." Retrieved from https://engagemii.com/aeo/brands/melhavenengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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