AI Visibility Scorecard
FilterLocation.com
filterlocation.com · Automotive
Borderline visible. AI bots can crawl FilterLocation.com, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#293,317 of 365,581 in Automotive for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About FilterLocation.com
from our crawl and measurement
"Car filters location, air filter, oil filter, pollen filter. If your car services is approaches here you can find the location and how to replace your filters." That is how FilterLocation.com introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 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.
The 6 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.7/10, FilterLocation.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to change the cabin air filter on Ford Escape 2008-2012?
DIY, change the cabin air filter on your Ford Escape, if it’s the model made between the years 2008 and 2012. This is an easy tutorial for a replacement that can be done in less than 5 minutes, using only a Phillips screwdriver.
How to service the air filter on Volvo XC90 2003-2012?
DIY, service the engine air filter on your Volvo XC90, in just a few minutes. This tutorial is suitable for models made between the years 2003 and 2012. You can do it without tools, following the steps below.
How to change the air filter on Buick LeSabre 2000-2005?
Do it yourself, change the air filter on your Buick LeSabre, the model produced in the years 2000, 2001, 2002, 2003, 2004 and 2005. The replacement process for the engine air filter on this particular vehicle is very simple and it will require only a flat blade screwdriver. You will be able to do it…
How to change the oil and the oil filter on Cadillac CTS V6 2003-2010?
Do it yourself, service the oil and the oil filter on your Cadillac CTS, the model equipped with the 2.8L V6 engine, made between 2003 and 2010. The process is not that difficult and it can be done using a 13 mm wrench, an oil drain pan and a 24 mm socket wrench. If you…
How to change the cabin air filter on Audi A4 2002-2008?
Do it yourself, change the cabin air filter on your Audi A4, the model that was produced in the years 2002, 2003, 2004, 2005, 2006, 2007 and 2008. You can make this replacement pretty easily and you won’t require tools. Servicing this filter will probably take you less than 5 minutes. Posts navigation← Older posts Search for:
Is this your brand?
The exact fixes for FilterLocation.com
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/filterlocation
Cite this score: Engagemii (2026). "AEO Score for FilterLocation.com." Retrieved from https://engagemii.com/aeo/brands/filterlocation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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