AI Visibility Scorecard
Mann Eye
manneye.com · Healthcare
Somewhat visible. AI bots can read Mann Eye, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence · ShapBot
#28,277 of 923,684 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Mann Eye
from our crawl and measurement
Mann Eye, based in Houston, TX, describes itself simply: "Mann Eye is the premier provider of LASIK eye surgery, cataract surgery, dry eye treatment and general eye care in the greater Houston area." Its AI visibility score is 6.3 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, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 6.3/10, Mann Eye has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help you?
In all our years of serving Texans, Mann Eye Institute has built a reputation that generations of families have come to trust. From routine eye exams and glasses and contacts to
Is this your brand?
The exact fixes for Mann Eye
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manneye
Cite this score: Engagemii (2026). "AEO Score for Mann Eye." Retrieved from https://engagemii.com/aeo/brands/manneye
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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