AI Visibility Scorecard
Ed Farrow — Fractional CTO
efarrow.com · Professional Services
Borderline visible. AI bots can crawl Ed Farrow — Fractional CTO, 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
#220,867 of 526,498 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
5
AI Adoption
iBasic · 5/100
About Ed Farrow — Fractional CTO
from our crawl and measurement
Ed Farrow Fractional CTO, Exeter & the South West is a business whose own site puts it this way: "Fractional CTO with twelve years in engineering leadership, specialising in technical due diligence and interim CTO work for PE-backed and growth-stage companies." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Person, ProfessionalService, Book), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.8/10, Ed Farrow — Fractional CTO is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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The exact fixes for Ed Farrow — Fractional CTO
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/efarrow
Cite this score: Engagemii (2026). "AEO Score for Ed Farrow — Fractional CTO." Retrieved from https://engagemii.com/aeo/brands/efarrow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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