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AI VISIBILITY SCOREAS OF 2026-08-30 · ENGAGEMII INDEX
2.8/ 10

#349,306 OF 384,760 IN LEGAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Eval4change

Eval4change

Unclaimed

eval4change.com · Legal

At 2.8/10, Eval4change is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#349,306 of 384,760 in Legal for AI visibility

3

AEO Visibility

i

Near-invisible · 2.8/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Eval4change

from our crawl and measurement

Eval4change describes itself simply: "L'analyse au service du changement Eval4change accompagne les organisations dans l'analyse et la transformation de leurs actions de changement social en mobilisant un réseau de consultantes." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 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.

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

Industry · Legal
Last scored · Aug 30, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

1

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 2.8/10, Eval4change is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Eval4change: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/eval4change

Cite this score: Engagemii (2026). "AEO Score for Eval4change." Retrieved from https://engagemii.com/aeo/brands/eval4change

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

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