AI Visibility Scorecard
Edward Whitehead - Technical Product Leader & AI Innovator
edwardwhitehead.dev · Technology
Borderline visible. AI bots can crawl Edward Whitehead - Technical Product Leader & AI Innovator, 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.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · ShapBot
#744,705 of 2,706,083 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 12% of Technology companies
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
14
AI Adoption
iBasic · 14/100
About Edward Whitehead - Technical Product Leader & AI Innovator
from edwardwhitehead.dev
Visionary Technical Product Leader with 20+ years architecting AI-driven platforms and scaling SaaS. Co-Founder & CTO of SubSeat, Founder & Lead Architect of Qirvo (AI command platform), and Creator o
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4/10, Edward Whitehead - Technical Product Leader & AI Innovator is crawlable but under-signaled - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/edwardwhitehead-dev
Cite this score: Engagemii (2026). "AEO Score for Edward Whitehead - Technical Product Leader & AI Innovator." Retrieved from https://engagemii.com/aeo/brands/edwardwhitehead-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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