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AI Visibility Scorecard

Sandia Vision |

Sandia Vision |

Unclaimed

sandiavision.com · Healthcare

Somewhat visible. AI bots can read Sandia Vision |, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Claude · Meta AI

#58,404 of 852,550 in Healthcare for AI visibility

6

AEO Visibility

i

Visible · 6/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About Sandia Vision |

from our crawl and measurement

Sandia Vision, based in Albuquerque, NM, describes itself simply: "At Sandia Vision Clinic, we offer medically-driven services like comprehensive eye exams, contact lens fittings, and dry eye therapy. Book your eye exam today." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a few credibility markers and partial sitemap and link coverage.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

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

3

Established authority for your domain.

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 6/10, Sandia Vision | has a working base to build on - fixable, and the signals above are where to start.

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Picked for Sandia Vision |: How-To

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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Free signup unlocks the full article plus your personalized AEO fix list for Sandia Vision |.

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/sandiavision

Cite this score: Engagemii (2026). "AEO Score for Sandia Vision |." Retrieved from https://engagemii.com/aeo/brands/sandiavision

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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