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AI Visibility Scorecard

Cessation Therapeutics

Cessation Therapeutics

Unclaimed

cessationtx.com · Media & Entertainment

Borderline visible. AI bots can crawl Cessation Therapeutics, 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 · Meta AI

#1,244,133 of 1,893,954 in Media & Entertainment for AI visibility

4.1

/10

AEO Score

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About Cessation Therapeutics

from our crawl and measurement

"Fentanyl Is The #1 Killer Of Americans 18 To 45 We Can Save Lives​ Cessation is developing a novel antibody therapy to prevent overdose related to fentanyl and fentanyl analogs." That is how Cessation Therapeutics introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Media & Entertainment
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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 Authority

0

Little domain authority yet.

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 4.1/10, Cessation Therapeutics is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Cessation Therapeutics

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Cessation Therapeutics: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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