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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 10 times
Meta AI · Claude
#2,360 of 761,426 in Nonprofits for AI visibility
6.9
/10
AEO Score
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 6.9 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
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
4
Forum and community discussion.
Social Mentions
7
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 6.9/10, 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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The exact fixes for David Collier - independent investigative journalist
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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