AI Visibility Scorecard
Eliminate Heavy Metals
kdfft.com · Healthcare
Borderline visible. AI bots can crawl Eliminate Heavy Metals, 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 8 times
Claude · Meta AI · Parallel
#6,286 of 925,392 in Healthcare for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Healthcare average 11
Top 1% of Healthcare
See what's behind this score →4.9
-
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 Eliminate Heavy Metals
from our crawl and measurement
Eliminate Heavy Metals is a business whose own site puts it this way: "Discover Kymera International’s KDF® Fluid Treatment, revolutionary filtration that removes heavy metals and enhances water purification." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Eliminate Heavy Metals
- Website ·
- kdfft.com
- Industry ·
- Healthcare
- Location ·
- Robesonia, PA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 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
Good
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 read your site and name it in answers. At 4.9/10, Eliminate Heavy Metals is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Eliminate Heavy Metals
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kdfft
Cite this score: Engagemii (2026). "AEO Score for Eliminate Heavy Metals." Retrieved from https://engagemii.com/aeo/brands/kdfft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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