AI Visibility Scorecard
hmwaterfilter.com · Finance & Insurance
At 2.07/10, HM Water Filters is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 25% in Finance & Insurance for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Finance & Insurance average 12
Top 47% of Finance & Insurance
See what's behind this score →2.07
AEO Visibility
iNear-invisible · 2.07/10
Finance & Insurance average 1.3
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Finance & Insurance average 16
See what's behind this score →0
from our crawl and measurement
HM Water Filters, based in Gujrat, Punjab, describes itself simply: "HM Water Filters Gujrat, buy 5/7/8 stage RO water filter systems, commercial RO plants, and genuine filter cartridges. Free installation, free filter set, cash on delivery across Pakistan." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (Organization, WebSite, Store) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Its own schema identifies it as retail.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.07/10, HM Water Filters is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hmwaterfilter
Cite this score: Engagemii (2026). "AEO Score for HM Water Filters." Retrieved from https://engagemii.com/aeo/brands/hmwaterfilter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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