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AI Visibility Scorecard

Ed Williams

Ed Williams

Unclaimed

ed-williams.com · Food & Beverage

Borderline visible. AI bots can crawl Ed Williams, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#850,645 of 1,353,883 in Food & Beverage for AI visibility

3.8

/10

AEO Score

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About Ed Williams

from our crawl and measurement

Ed Williams describes itself simply: "And they can be installed at homes of all shapes and sizes from compact yards to large yards to odd shaped yards, which can benefit from curved shaped structures for added appeal." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

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

1

Inbound links from other sites.

Domain Authority

2

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 3.8/10, Ed Williams is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Ed Williams

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Ed Williams: 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 August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ed-williams

Cite this score: Engagemii (2026). "AEO Score for Ed Williams." Retrieved from https://engagemii.com/aeo/brands/ed-williams

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

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