AI Visibility Scorecard
Ralph Black Ferguson
ferguson.se · Other
Borderline visible. AI bots can crawl Ralph Black Ferguson, 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
6
AI Naming Predictability
iRarely named · 6/100
Average 15
Top 86% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
0
About Ralph Black Ferguson
from our crawl and measurement
"Product leader. Designer. Engineer. Co-founder & CPTO at Free Grape Society; previously Head of Product for the consumer business at CDON." That is how Ralph Black Ferguson product leader who builds introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- Ralph Black Ferguson
- Website ·
- ferguson.se
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 3.5/10, Ralph Black Ferguson is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ralph Black Ferguson
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ferguson-se
Cite this score: Engagemii (2026). "AEO Score for Ralph Black Ferguson." Retrieved from https://engagemii.com/aeo/brands/ferguson-se
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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