AI Visibility Scorecard
CancerTools.org
ximbio.com · Nonprofits
Borderline visible. AI bots can crawl CancerTools.org, 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.
AI engines read this profile 3 times
Claude · ShapBot
#73,230 of 827,687 in Nonprofits for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Nonprofits average 9
Top 6% of Nonprofits
See what's behind this score →4
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →0
0
About CancerTools.org
from our crawl and measurement
CancerTools.org describes itself simply: "CancerTools: Part of Cancer Research UK. Supporting researchers worldwide with high-quality, translationally relevant cancer research tools." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- CancerTools.org
- Website ·
- ximbio.com
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 1, 2026
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 read your site and name it in answers. At 4.2/10, CancerTools.org is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CancerTools.org
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ximbio
Cite this score: Engagemii (2026). "AEO Score for CancerTools.org." Retrieved from https://engagemii.com/aeo/brands/ximbio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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