AI Visibility Scorecard
johnnielacy.com · Travel & Hospitality
Borderline visible. AI bots can crawl A Look at the Bicycles I Ride, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#451,242 of 457,387 in Travel & Hospitality for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Travel & Hospitality average 11
Top 51% of Travel & Hospitality
See what's behind this score →3
AEO Visibility
iNear-invisible · 3.4/10
Travel & Hospitality average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Travel & Hospitality average 0.0
0 relationships · Travel & Hospitality average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Travel & Hospitality average 17
See what's behind this score →0
from our crawl and measurement
A Look at the Bicycles I Ride describes itself simply: "A bicycle page about bicycles for fun and enjoyment." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
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
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.4/10, A Look at the Bicycles I Ride is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnnielacy
Cite this score: Engagemii (2026). "AEO Score for A Look at the Bicycles I Ride." Retrieved from https://engagemii.com/aeo/brands/johnnielacy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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