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AI Visibility Scorecard
LAMBDA MOTORCYCLES
nbc110.com · E-commerce
Borderline visible. AI bots can crawl LAMBDA MOTORCYCLES, 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
#420,211 of 535,291 in E-commerce for AI visibility
3.4
/10
AEO Score
About LAMBDA MOTORCYCLES
from our crawl and measurement
"Add to cart Sale Product on sale Rear Wheel Replacement Kit for Honda NBC110 ('13-'17) $1,472.00 Original price was: $1,472.00.$1,075.00Current price is: $1,075.00." That is how LAMBDA MOTORCYCLES introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.4/10, LAMBDA MOTORCYCLES is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LAMBDA MOTORCYCLES
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nbc110
Cite this score: Engagemii (2026). "AEO Score for LAMBDA MOTORCYCLES." Retrieved from https://engagemii.com/aeo/brands/nbc110
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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