AI Visibility Scorecard
Evidence in Context
evidenceincontext.com · Healthcare
Borderline visible. AI bots can crawl Evidence in Context, 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
#743,296 of 923,195 in Healthcare for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Evidence in Context
from our crawl and measurement
Evidence in Context is a business whose own site puts it this way: "Evidence in Context examines health claims through scientific research, explaining what the evidence shows, what remains uncertain, and the context needed to make informed decisions." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Person, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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 3.9/10, Evidence in Context is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Does Magnesium Actually Help You Sleep?
Magnesium may modestly improve some sleep or insomnia symptoms, but systematic reviews find the evidence limited and inconsistent. Its reputation as a proven sleep aid is ahead of the science.
Are SSRIs Safe During Pregnancy?
SSRIs are among the best-studied medications used during pregnancy. Most do not appear to substantially increase birth-defect risk, but treatment involves weighing small potential medication risks against the risks of untreated mental illness.
Should You Skip a Workout When Your Strength Is Down?
A weaker-than-normal workout does not automatically mean you should skip training. Adjusting load or volume may often be a better response.
Does THC Actually Improve Sleep?
THC can make people sleepy and may improve some subjective sleep measures, but objective evidence is inconsistent and does not establish THC as a reliable sleep aid.
Do Antidepressants Change the Brain With Long-Term Use?
Antidepressants change brain signaling and activity during treatment, but the effects of many years of continuous use remain poorly understood. Current evidence does not justify equating measurable brain changes with brain damage.
Is this your brand?
The exact fixes for Evidence in Context
Which AI engines already crawl you
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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 September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evidenceincontext
Cite this score: Engagemii (2026). "AEO Score for Evidence in Context." Retrieved from https://engagemii.com/aeo/brands/evidenceincontext
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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