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 47 times
Meta AI · Claude · Apple Intelligence · Perplexity
#1,474 of 251,499 in Sports & Recreation for AI visibility
70
6
AEO Visibility
iBorderline · 5.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
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 5.5 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
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
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 5.5/10, 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
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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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Katabatic Gear lists 39 products, 37 in stock, priced 3.00 to 439.00.
Show all 39 products
- Flex 22°F Quilt · 399.00 · Flex
- Replacement Secondary Cord Clips · 3.00 · Accessories
- Breathable Storage Bag · 25.00
- Add Down to Used Katabatic Quilt · 50.00
- Wren Bivy · 169.00 · out of stock · Bivy
- Tarn Down Jacket - Men’s · 279.00 · Down Jacket
- Women’s Tarn Down Jacket · 279.00 · Down Jacket
- Women’s Tincup Down Jacket · 309.00 · Down Jacket
- Men’s Tincup Down Jacket · 309.00 · Down Jacket
- Women's Crest Windshell · 129.00 · Windshell
- Men's Crest Windshell · 129.00 · Windshell
- Flex 5°F Quilt · 439.00 · Flex
- Grenadier 5°F Quilt · 439.00 · Elite
- Revivex Down Cleaner · 11.95 · Accessories
- Tincup Down Jacket - Women’s · 309.00 · Down Jacket
- Tincup Down Jacket - Men’s · 309.00 · Down Jacket
- Tarn Down Jacket - Women’s · 279.00 · Down Jacket
- Crest Windshell - Women's · 129.00 · Windshell
- Crest Windshell - Men's · 129.00 · Windshell
- Chisos 40°F Quilt · 349.00 · Elite
- Flex 40°F Quilt · 349.00 · Flex
- Piñon Bivy · 159.00 · Bivy
- Bristlecone Bivy · 159.00 · Bivy
- Tenacious Tape Repair Tape · 5.95 · Accessories
- Tenacious Tape Silnylon Patches · 9.95 · Accessories
- Tenacious Tape Mesh Patches · 6.95 · Accessories
- Seam Grip SIL Silicone Sealant · 8.95 · Accessories
- Gift Card · 25.00 · Gift Cards
- Replacement Webbing Straps · 3.00 · Accessories
- Replacement 2mm Cord · 3.00 · Accessories
- Silnylon Stuff Sack · 14.00 · Accessories
- Down Overfill · 10.00 · Overfill
- Crestone Hood · 69.00 · Hood
- Windom Hood · 59.00 · out of stock · Hood
- Flex 15°F Quilt · 419.00 · Flex
- Flex 30°F Quilt · 379.00 · Flex
- Sawatch 15°F Quilt · 419.00 · Elite
- Alsek 22°F Quilt · 399.00 · Elite
- Palisade 30°F Quilt · 379.00 · Elite
Machine-readable copy: the product feed (JSON).
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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