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AI Visibility Scorecard
Switch Filtration
switchfiltration.com · oil & energy
Somewhat visible. AI bots can read Switch Filtration, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#125,787 of 520,768 in E-commerce for AI visibility
5.3
/10
AEO Score
About Switch Filtration
from our crawl and measurement
Switch Filtration describes itself simply: "Explore Our Product Catalog ISO-Certified Consistent Results Speed Optimized Top-Tier Filters The Switch Difference Switch Filtration™ delivers precision-fit replacement filters that match." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on some structured data, a few credibility markers, basic crawler access and partial sitemap and link coverage.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.3/10, Switch 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 Switch Filtration
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/switchfiltration
Cite this score: Engagemii (2026). "AEO Score for Switch Filtration." Retrieved from https://engagemii.com/aeo/brands/switchfiltration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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