AI Visibility Scorecard
Sur
surronupgrade.com · Technology
Borderline visible. AI bots can crawl Sur, 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
#2,265,914 of 2,705,580 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Sur
from our crawl and measurement
"Get Sur-Ron Upgrades with high-performance parts, batteries, and accessories. Discover expert guides and the best upgrades for maximum speed and power." That is how Sur introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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 3.5/10, Sur is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Our Sur-Ron Upgrades?
We specialize in high-quality Sur-Ron upgrades designed for riders who demand more power, speed, and reliability. From performance batteries and controllers to wheel kits and essential components, every product is selected to deliver real results. Our platform also provides expert guides and comparisons to help you make the best decisions, whether you’re upgrading your bike or buying your first Sur-Ron.
Is this your brand?
The exact fixes for Sur
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Sur.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/surronupgrade
Cite this score: Engagemii (2026). "AEO Score for Sur." Retrieved from https://engagemii.com/aeo/brands/surronupgrade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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