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AI Visibility Scorecard

Cerflux

Cerflux

Unclaimed

cerflux.com · Healthcare

Somewhat visible. AI bots can read Cerflux, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Claude · ChatGPT · Apple Intelligence

#143,942 of 839,070 in Healthcare for AI visibility

5.6

/10

AEO Score

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About Cerflux

from our crawl and measurement

Cerflux describes itself simply: "Matching treatments to tumors on an individualized basis to get cancer treatment right the first time. CerFlux personalized medicine technology: Biotech innovation to #CrushCancer." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

9

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 5.6/10, Cerflux has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Cerflux

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Cerflux: How-To

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cerflux

Cite this score: Engagemii (2026). "AEO Score for Cerflux." Retrieved from https://engagemii.com/aeo/brands/cerflux

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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