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AI Visibility Scorecard
Science Integrity Digest
scienceintegritydigest.com · Education
Somewhat visible. AI bots can read Science Integrity Digest, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#15,962 of 895,781 in Education for AI visibility
6.9
/10
AEO Score
About Science Integrity Digest
from our crawl and measurement
"A blog about science integrity, by Elisabeth Bik, for Harbers-Bik LLC. Support my work at Patreon.com/elisabethbik." That is how Science Integrity Digest 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.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
7
Forum and community discussion.
6
Reddit mentions and discussion.
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, Science Integrity Digest 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/scienceintegritydigest
Cite this score: Engagemii (2026). "AEO Score for Science Integrity Digest." Retrieved from https://engagemii.com/aeo/brands/scienceintegritydigest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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