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AI Visibility Scorecard
Harvard Filtration
harvardfiltration.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Harvard Filtration, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#3,921 of 233,623 in Manufacturing & Industrial for AI visibility
6.4
/10
AEO Score
About Harvard Filtration
from our crawl and measurement
Harvard Filtration is a business whose own site puts it this way: "Since 1993, Harvard Filtration has been the best supplier of hydraulic filters, filter elements, oil filtration systems, and filter carts for industrial." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.4/10, Harvard Filtration has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harvard Filtration
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harvardfiltration
Cite this score: Engagemii (2026). "AEO Score for Harvard Filtration." Retrieved from https://engagemii.com/aeo/brands/harvardfiltration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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