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AI Visibility Scorecard
RISA Labs
risaml.com · Technology
Borderline visible. AI bots can crawl RISA Labs, 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
#2,409,767 of 2,808,083 in Technology for AI visibility
3.1
/10
AEO Score
About RISA Labs
from our crawl and measurement
"AI-powered operating system for oncology that automates workflows, reduces treatment delays, and accelerates care delivery through intelligent coordination of clinical reality, evidence." That is how RISA Labs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, the first things an answer engine looks for.
Off the page there is almost nothing to corroborate it: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
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
5
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, RISA Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RISA Labs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/risaml
Cite this score: Engagemii (2026). "AEO Score for RISA Labs." Retrieved from https://engagemii.com/aeo/brands/risaml
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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