AI VISIBILITY SCOREAS OF 2026-08-08 · ENGAGEMII INDEX
4.5/ 10

#498,625 OF 910,899 IN HEALTHCARE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

TILtherapy.com

TILtherapy.com

Unclaimed

tiltherapy.com · Healthcare

Borderline visible. AI bots can crawl TILtherapy.com, 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 2 times

Claude

#498,625 of 910,899 in Healthcare for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About TILtherapy.com

from our crawl and measurement

TILtherapy.com describes itself simply: "Discover breakthrough cancer treatment at tiltherapy.com. Learn about TIL therapy benefits, challenges, and clinical trials at tiltherapy.com." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Healthcare
Last scored · Aug 8, 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

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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 4.5/10, TILtherapy.com is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

WHAT ARE TIL BENEFITS & CHALLENGES?

BENEFITS Personalized treatment: TILs come from your own tumor, so the cells are already trained to recognize your cancer. Works when other treatments fail: TIL therapy has helped patients whose tumors did not respond to chemotherapy or some immunotherapies. Potential for long-lasting response: Some patients experience durable tumor shrinkage that lasts months or years.

Why Should I Think About a Trial?

Joining a trial is a big decision, but it offers unique benefits: ​ New Treatments: You may get to try a "next-generation" medicine before it is ready for everyone else. Expert Care: You are watched very closely by a team of top cancer experts and nurses. Helping Others: What doctors learn from you today could help find a cure for others in the future.

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Picked for TILtherapy.com: 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 August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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