AI Visibility Scorecard
cyclebuddys.com · Technology
At 1.55/10, CycleBuddy — Talk to your riding partner without shouting is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.55
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
CycleBuddy — Talk to your riding partner without shouting describes itself simply: "A hands-free voice app to chat while you ride. Voice-activated, no buttons, no $300 intercoms. In beta now for iPhone." When AI engines look at it, they find little to work with. It scores 1.55 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.55/10, CycleBuddy — Talk to your riding partner without shouting is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Sound familiar?
If you ride with someone, you already know these. "What did you say?!" Shouting into the wind, again. Saving every good conversation for the coffee stop. Turning around to talk and nearly hitting a pothole. Phone calls that blast your partner's heavy breathing in your ear. Voice active
Ride in a group, or on Android?
Leave your email and we'll let you know as soon as groups and Android land.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for CycleBuddy — Talk to your riding partner without shouting.
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cyclebuddys
Cite this score: Engagemii (2026). "AEO Score for CycleBuddy — Talk to your riding partner without shouting." Retrieved from https://engagemii.com/aeo/brands/cyclebuddys
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform