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AI Visibility Scorecard

Co-Ed Design

Co-Ed Design

Unclaimed

coeddesign.com · Education

Somewhat visible. AI bots can read Co-Ed Design, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#322,338 of 873,651 in Education for AI visibility

5.1

/10

AEO Score

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About Co-Ed Design

from our crawl and measurement

"At CO-ED DESIGN we make student living stress-free with custom design, moving, and junk removal services, helping students settle in and easing empty nesters’ transitions, backed by 25+." That is how Co-Ed Design of Boston, MA introduces itself. Its AI visibility score is 5.1 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 (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

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

Industry · Education
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

8

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

9

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

AI Discoverability

3

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

0

Little domain authority yet.

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 5.1/10, Co-Ed Design has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Co-Ed Design

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Co-Ed Design: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Co-Ed Design." Retrieved from https://engagemii.com/aeo/brands/coeddesign

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

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