AI Visibility Scorecard
Mist - A PPF Clinical Study
mistppfstudy.com · Healthcare
Borderline visible. AI bots can crawl Mist - A PPF Clinical Study, 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
#236,045 of 924,300 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 33% of Healthcare companies
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mist - A PPF Clinical Study
from our crawl and measurement
"The MIST Study is a Phase 2b study, or clinical trial, for people living with PPF. The goal of the MIST Study is to learn more about the investigational study medicine: an inhaled version." That is how Mist introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Good
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 4/10, Mist - A PPF Clinical Study is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why a Placebo?
Some study participants will be randomly selected to take a placebo. A placebo is a substance that looks like the study medicine but has no active ingredients. Study participants and staff will not know who is taking the placebo. This is done to prevent bias and to understand if the investigative medicine is working.
Why Join This Clinical Study?
Joining a study is an important, personal decision. There are many reasons to consider joining: Researchers want to know if an inhaled form of pirfenidone (AP01) may improve lung function and have fewer side effects. There is no cure for PPF. Current treatments in pill form can slow the disease in some people. However, high doses are needed for the swallowed medicine to reach the lungs, which may cause side effects.
What is Informed Consent?
With any clinical research study there are benefits and risks to participation. The study team will explain them to you as part of informed consent. If you have any questions about the informed consent process, the study, the study medicine, or any of the study requirements, ask the study team so you can make a confident decision.
What Happens After the Study?
All study participants who complete this study will have the chance to join an ongoing extension study to take the investigative medicine (not the placebo) at no charge.
Is this your brand?
The exact fixes for Mist - A PPF Clinical Study
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mistppfstudy
Cite this score: Engagemii (2026). "AEO Score for Mist - A PPF Clinical Study." Retrieved from https://engagemii.com/aeo/brands/mistppfstudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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