AI Visibility Scorecard
Contravans
contravans.com · Automotive
Somewhat visible. AI bots can read Contravans, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 209 times
Meta AI · ChatGPT · Amazon Alexa · Claude
#3,701 of 365,652 in Automotive for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 98% of Automotive companies
7
AEO Visibility
iVisible · 6.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Contravans
from our crawl and measurement
Contravans describes itself simply: "Campervan Conversions created & crafted in Colorado for your needs and your style! Everything you need and nothing you don't!." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 209 times in our tracking, including GPTBot (ChatGPT), Applebot (Siri) and ClaudeBot (Anthropic).
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
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 6.5/10, Contravans has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contravans
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contravans
Cite this score: Engagemii (2026). "AEO Score for Contravans." Retrieved from https://engagemii.com/aeo/brands/contravans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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