AI Visibility Scorecard
IPF IMMUNE
ipfimmune.com · Manufacturing & Industrial
Somewhat visible. AI bots can read IPF IMMUNE, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#81,694 of 268,147 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About IPF IMMUNE
from our crawl and measurement
IPF IMMUNE DIETARY SUPPLEMENT describes itself simply: "IPF Immune® is a liquid nutritional dietary supplement that can benefit the immune system by fortifying it against infections." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Brand, Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.1/10, IPF IMMUNE has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How To Take IPF Immune?
A clean, simple daily routine designed to fit into your wellness lifestyle. 01 Shake Well Shake the bottle thoroughly before each use. Use the included dropper to measure the recommended serving. 02 Follow the 8-week schedule Take 1 mL three times per day for 8 consecutive weeks. Use the product consistently each day as part of your daily wellness routine.
Is this your brand?
The exact fixes for IPF IMMUNE
Which AI engines already crawl you
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipfimmune
Cite this score: Engagemii (2026). "AEO Score for IPF IMMUNE." Retrieved from https://engagemii.com/aeo/brands/ipfimmune
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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