AI Visibility Scorecard
David Collier - independent investigative journalist
david-collier.com · Nonprofits
Somewhat visible. AI bots can read David Collier - independent investigative journalist, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 22 times
Meta AI · Claude · Apple Intelligence · Perplexity
#2,550 of 827,052 in Nonprofits for AI visibility
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AI Naming Predictability
iNot yet computed
7
AEO Visibility
iVisible · 6.8/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About David Collier - independent investigative journalist
from our crawl and measurement
"David Collier, undercover researcher into antisemitism and anti-Zionism and antisemitism." That is how David Collier introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 6.8/10, David Collier - independent investigative journalist has a working base to build on - fixable, and the signals above are where to start.
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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/david-collier
Cite this score: Engagemii (2026). "AEO Score for David Collier - independent investigative journalist." Retrieved from https://engagemii.com/aeo/brands/david-collier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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