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AI Visibility Scorecard

Eyes on Madison

Eyes on Madison

Unclaimed

eyesonmadison.com · E-commerce

Borderline visible. AI bots can crawl Eyes on Madison, 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 9 times

Meta AI · ChatGPT · Apple Intelligence

#207,218 of 656,912 in E-commerce for AI visibility

5

/10

AEO Score

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About Eyes on Madison

from our crawl and measurement

Eyes on Madison describes itself simply: "Trusted family owned optical store for over 20 years. Located at 197 Madison Ave Manhattan NY, our staff provides excellent service for your eyecare needs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.

Industry · E-commerce
Last scored · May 16, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

7

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

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

1

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 5/10, Eyes on Madison is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Eyes on Madison: 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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Source & Attribution

Scored by Engagemii on May 16, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Eyes on Madison." Retrieved from https://engagemii.com/aeo/brands/eyesonmadison

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

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