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AI Visibility Scorecard
vinny | RV Inspection Software & Quality Intelligence
getvinny.com · Technology
Somewhat visible. AI bots can read vinny | RV Inspection Software & Quality Intelligence, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#256,936 of 2,654,059 in Technology for AI visibility
5.9
/10
AEO Score
About vinny | RV Inspection Software & Quality Intelligence
from our crawl and measurement
vinny is a business whose own site puts it this way: "Vinny is RV inspection software that helps dealership service teams document incoming units with structured, photo-backed findings, reducing denied warranty claims and out-of-pocket repairs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.9/10, vinny | RV Inspection Software & Quality Intelligence has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getvinny
Cite this score: Engagemii (2026). "AEO Score for vinny | RV Inspection Software & Quality Intelligence." Retrieved from https://engagemii.com/aeo/brands/getvinny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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