AI Visibility Scorecard
Evidence in Context
evidenceincontext.com · Healthcare
At 1.16/10, Evidence in Context is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Healthcare average 11
Top 55% of Healthcare
See what's behind this score →1.16
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Healthcare average 18
See what's behind this score →0
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 1.16 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.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Evidence in Context
- Website ·
- evidenceincontext.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.16/10, Evidence in Context is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Does L-Theanine Actually Help You Sleep?
L-theanine may modestly improve some subjective sleep outcomes, but trials remain limited and inconsistent. The evidence is promising, not definitive.
Can Babies Have Symptoms After SSRI Exposure Before Birth?
Babies exposed to SSRIs late in pregnancy can develop temporary symptoms after birth, often called poor neonatal adaptation. Most cases are mild and resolve with supportive care, but some newborns require additional monitoring or treatment.
Does Static Stretching Before Exercise Reduce Performance?
Long static stretches can temporarily reduce maximal strength, but brief static stretching appears to have little meaningful effect on most performance.
Should You Stretch Before Strength Training?
Brief stretching is unlikely to hurt your workout, but prolonged static stretching immediately before heavy lifting can temporarily reduce strength and power.
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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 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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