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AI Visibility Scorecard
David Kirk Custom Bike Frames
kirkframeworks.com · Sports & Recreation
Somewhat visible. AI bots can read David Kirk Custom Bike Frames, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#49,231 of 234,211 in Sports & Recreation for AI visibility
5.4
/10
AEO Score
About David Kirk Custom Bike Frames
from our crawl and measurement
David Kirk Custom Bike Frames is a business whose own site puts it this way: "Like the other members of the JKS family it`s designed to fit the rider and the way they ride...unlike the others it`s 100% stainless steel." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.4/10, David Kirk Custom Bike Frames has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for David Kirk Custom Bike Frames
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kirkframeworks
Cite this score: Engagemii (2026). "AEO Score for David Kirk Custom Bike Frames." Retrieved from https://engagemii.com/aeo/brands/kirkframeworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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