AI Visibility Scorecard
Mist - A PPF Clinical Study
mistppfstudy.com · Healthcare
At 2.4/10, Mist - A PPF Clinical Study is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Healthcare average 11
Top 55% of Healthcare
See what's behind this score →2.4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
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 - A PPF Clinical Study introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.4 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.
- Company ·
- Mist - A PPF Clinical Study
- Website ·
- mistppfstudy.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.4/10, Mist - A PPF Clinical Study is near-invisible to AI engines today. That is 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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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 8, 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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