AI Visibility Scorecard
oncorefiltration.com · Manufacturing & Industrial
At 2.70/10, OnCore Filtration 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, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
Meta AI · Claude · ChatGPT · Perplexity
Top 25% in Manufacturing & Industrial for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →2.70
AEO Visibility
iNear-invisible · 2.70/10
Manufacturing & Industrial average 2.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Manufacturing & Industrial average 18
See what's behind this score →0
from our crawl and measurement
OnCore Filtration is a business whose own site puts it this way: "Pool Spa Filters - Leading manufacturer of pool & spa filters, offering high-quality cartridge filters, custom solutions, and reliable filtration of your pool or spa." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have read this profile 13 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Good
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
Strong
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
Strong
Inbound links from other sites.
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 2.70/10, OnCore Filtration is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
People often ask WHY ONCORE?
OnCore Filtration® products are proudly manufactured and assembled in Manning, South Carolina. With a 72,000 square foot manufacturing facility, OnCore Filtration® offers the latest tech and vertical integrations. All of our items are proudly assembled in the USA using domestic and global components.
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oncorefiltration
Cite this score: Engagemii (2026). "AEO Score for OnCore Filtration." Retrieved from https://engagemii.com/aeo/brands/oncorefiltration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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