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AI Visibility Scorecard

Humain Numérique

Humain Numérique

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humainnumerique.com · Other

Borderline visible. AI bots can crawl Humain Numérique, 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

3.8

/10

AEO Score

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About Humain Numérique

from our crawl and measurement

Humain Numérique is a business whose own site puts it this way: "Recherche utilisateur assistée par IA, ancrée dans les données démographiques du Québec. 1 700 profils de personnes québécoises réalistes testent votre site ou votre produit et...." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.

Industry · Other
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

7

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

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

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The exact fixes for Humain Numérique

Which AI engines already crawl you

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Picked for Humain Numérique: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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