AI Visibility Scorecard
McCormick Vision Source
visionsource-mccormickvision.com · Healthcare
Borderline visible. AI bots can crawl McCormick Vision Source, 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 4 times
ChatGPT · Meta AI · Parallel · Perplexity
#316,572 of 925,392 in Healthcare for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Healthcare average 11
Top 73% of Healthcare
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Healthcare average 18
See what's behind this score →0
About McCormick Vision Source
from our crawl and measurement
McCormick Vision Source is a Austin, TX business whose own site puts it this way: "Eye Clinic & Contact Lens supplier, Eye Exams and Treatment of Dry Eye & Allergies, in Austin, TX, 78759. Call 512-258-2020." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, LocalBusiness, MedicalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- McCormick Vision Source
- Website ·
- visionsource-mccormickvision.com
- Industry ·
- Healthcare
- Location ·
- Austin, TX
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
The 6 on-page 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4/10, McCormick Vision Source is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McCormick Vision Source
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/visionsource-mccormickvision
Cite this score: Engagemii (2026). "AEO Score for McCormick Vision Source." Retrieved from https://engagemii.com/aeo/brands/visionsource-mccormickvision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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