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.
AI engines read this profile 1 times
Claude
#371,903 of 737,184 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
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 4.5 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
Strong · Good · Fair · Weak
Structured Data
Good
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
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 4.5/10, 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
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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.
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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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