AI Visibility Scorecard
theworklab.org · Nonprofits
Somewhat visible. AI bots can read The Worklab REVAMP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#144,418 of 827,049 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
The Worklab REVAMP, based in Rolle, VD, describes itself simply: "Découvrez la logique cachée qui freine votre leadership. The WorkLab aide les dirigeants à la révéler et la transformer, pour de bon." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.4/10, The Worklab REVAMP has a working base to build on - fixable, and the signals above are where to start.
Ça vous parle?
Vous avez essayé. Vous savez ce que vous devriez faire. Et pourtant les mêmes logiques reviennent. Quelque chose de plus profond tient les commandes.Ces comportements ne sont pas des défauts. Ni votre personnalité — même si parfois vous en doutez. Ce sont des logiques de protection brillantes, construites à un moment précis de votre vie, qui tournent encore dans le mauvais contexte.
Prêt·e à comprendre la logique cachée qui tient vraiment les commandes ?
Commencez par réaliser votre roadmap. 8 minutes. Elle est offerte.REALISER MA ROADMAP HOMEÀ PROPOSLA MÉTHODETÉMOIGNAGESVOTRE ROADMAP OFFERTELE BLOGCONTACTMoreUse tab to navigate through the menu items.© 2026 by The WorkLab - Tous droits réservés. - [email protected] | Politique de confidentialitébottom of page
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theworklab-org
Cite this score: Engagemii (2026). "AEO Score for The Worklab REVAMP." Retrieved from https://engagemii.com/aeo/brands/theworklab-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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