AI Visibility Scorecard
Fine4Good
fine4good.com · Other
At 2.5/10, Fine4Good 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.
Monitoring for AI engine activity
In the Engagemii AEO index
3
AEO Visibility
iNear-invisible · 2.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Fine4Good
from our crawl and measurement
Fine4Good describes itself simply: "𝗙𝗶𝗻𝗲𝟰𝗚𝗼𝗼𝗱 est un pool d’experts en transformation digitale et SI auprès des 𝗠𝗲𝗱𝗶𝗮𝘀, 𝗜𝗻𝘀𝘁𝗶𝘁𝘂𝘁𝗶𝗼𝗻𝘀 𝗲𝘁 𝗧𝗲𝗰𝗵-𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 2.5/10, Fine4Good is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fine4Good
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fine4good
Cite this score: Engagemii (2026). "AEO Score for Fine4Good." Retrieved from https://engagemii.com/aeo/brands/fine4good
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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