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AI Visibility Scorecard
Ferlab Marketing
ferrantconsulting.com · Home & Living
Borderline visible. AI bots can crawl Ferlab Marketing, 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
#967,712 of 1,217,403 in Home & Living for AI visibility
3.5
/10
AEO Score
About Ferlab Marketing
from our crawl and measurement
Ferlab Marketing is a business whose own site puts it this way: "Depuis 2014, les consultants du cabinet Ferlab Marketing réalisent vos enquêtes de satisfaction, études d'image et notoriété et vos études de marché." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Organization), a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.5/10, Ferlab Marketing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ferlab Marketing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ferrantconsulting
Cite this score: Engagemii (2026). "AEO Score for Ferlab Marketing." Retrieved from https://engagemii.com/aeo/brands/ferrantconsulting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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