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AI Visibility Scorecard
Bullfrog Motosport
parsonsdevelopments.com · E-commerce
Borderline visible. AI bots can crawl Bullfrog Motosport, 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
#355,305 of 553,661 in E-commerce for AI visibility
4
/10
AEO Score
About Bullfrog Motosport
from our crawl and measurement
Bullfrog Motosport describes itself simply: "Parts and accessories for mini bike,Monster Moto,Baja,Trailmaster,Motovox,Coleman minibike performance mods.We stock parts for mini bike drag racing or off roading.Our powersports parts." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page, the fundamentals are in place: structured data on the page (Organization, ImageObject, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
6
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4/10, Bullfrog Motosport is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bullfrog Motosport
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/parsonsdevelopments
Cite this score: Engagemii (2026). "AEO Score for Bullfrog Motosport." Retrieved from https://engagemii.com/aeo/brands/parsonsdevelopments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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