AI Visibility Scorecard
Act4win
· Professional Services
At 1.34/10, Act4win is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Professional Services for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Professional Services average 8
See what's behind this score →1.34
AEO Visibility
iNear-invisible · 1.34/10
Professional Services average 1.5
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Professional Services average 18
See what's behind this score →0
About Act4win
from our crawl and measurement
"Yann Puslecki, expert en omnicommerce et digital, accompagne vos équipes pour structurer, piloter et optimiser votre performance commerciale et opérationnelle." That is how Act4win introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.34 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 read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Act4win
- Website ·
- act4win.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.34/10, Act4win is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Mes clients ?
Précédent Suivant Yann m'a trouvé ma première mission, m'a coaché et m'a guidé pendant toute cette année. Son soutien a été extrêmement précieux, tout comme sa hauteur de vue et ses propositions alternatives pour toujours avancer.
On se parle pour de vrai ?
Vous pouvez directement fixer un point d'échange de 30 minutes dans mon agenda Si vous souhaitez juste m'envoyer un message... Merci pour votre message. Je vous réponds très vite. Yann Votre prénom e-mail téléphone et votre message ENVOYER >
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Act4win.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/act4win
Cite this score: Engagemii (2026). "AEO Score for Act4win." Retrieved from https://engagemii.com/aeo/brands/act4win
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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