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AI Visibility Scorecard
Katabatic Gear
katabaticgear.com · Sports & Recreation
Somewhat visible. AI bots can read Katabatic Gear, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Apple Intelligence · Claude
#712 of 234,426 in Sports & Recreation for AI visibility
6.8
/10
AEO Score
About Katabatic Gear
from our crawl and measurement
"We design the highest quality ultralight backpacking gear: UL quilt style sleeping bags, backpacks, bivys, and accessories for your next lightweight adventure." That is how Katabatic Gear of Salida, CO introduces itself. Its AI visibility score is 6.8 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 a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
10
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
10
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
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
6
Social discussion and mentions.
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 6.8/10, Katabatic Gear has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Katabatic Gear
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katabaticgear
Cite this score: Engagemii (2026). "AEO Score for Katabatic Gear." Retrieved from https://engagemii.com/aeo/brands/katabaticgear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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