AI Visibility Scorecard
PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166
project9166.com · Technology
Borderline visible. AI bots can crawl PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166, 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.
AI engines read this profile 6 times
ChatGPT · Claude · Apple Intelligence
#1,896,447 of 2,704,887 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166
from our crawl and measurement
PROJECT9166 is a business whose own site puts it this way: "Explore PROJECT9166 for detailed custom bike builds, expert model kit reviews, and passionate DIY projects. Fuel your hobby with tips, guides, and inspiration!." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The site does the on-page work well, with structured data on the page (BreadcrumbList, CollectionPage, Person), an llms.txt file for AI models, a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 3.6/10, PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/project9166
Cite this score: Engagemii (2026). "AEO Score for PROJECT9166 - Custom Bike Builds, Model Kits & Passion Projects | Formerly BEN9166." Retrieved from https://engagemii.com/aeo/brands/project9166
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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