AI Visibility Scorecard
Panfan
panfan.com · Technology
At 0.45/10, Panfan 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, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
<1
0.45
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Panfan
from our crawl and measurement
Panfan describes itself simply: "Stop foul bathroom odours! Panfan's ventilation system removes toilet smells in Bathrooms. Trusted for over 30+ Years." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 0.45 out of 10.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
- Company ·
- Panfan
- Website ·
- panfan.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 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
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 0.45/10, Panfan is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How does Panfan work?
Our toilet fan is installed in the ceiling space, with a 40mm PVC pipe drawing air from the toilet through the fan and to the outside. Unlike other extraction fans, the Panfan only draws the air required while the toilet is in use saving both energy and climate controlled air.
Is this your brand?
The exact fixes for Panfan
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/panfan
Cite this score: Engagemii (2026). "AEO Score for Panfan." Retrieved from https://engagemii.com/aeo/brands/panfan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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