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AI Visibility Scorecard
Filson
www.filson.com · E-commerce
Somewhat visible. AI bots can read Filson, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#2,747 of 521,160 in E-commerce for AI visibility
6.7
/10
AEO Score
About Filson
from our crawl and measurement
Filson describes itself simply: "Filson unfailing goods are made with the best materials and craftsmanship. Building a legacy of quality and durability since 1897." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, it does not come up on Reddit.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
3
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
5
Forum and community discussion.
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 6.7/10, Filson has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Filson
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-filson
Cite this score: Engagemii (2026). "AEO Score for Filson." Retrieved from https://engagemii.com/aeo/brands/www-filson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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