AI Visibility Scorecard
OBDeleven: Car diagnostic tool & OBD2 scanner
obdeleven.com · Technology
Somewhat visible. AI bots can read OBDeleven: Car diagnostic tool & OBD2 scanner, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#10,580 of 2,705,580 in Technology for AI visibility
100
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About OBDeleven: Car diagnostic tool & OBD2 scanner
from our crawl and measurement
"OBDeleven car diagnostic tool helps every driver diagnose, customize, and improve their vehicles, only a pocket-sized OBD2 scanner and a smartphone needed." That is how OBDeleven: Car diagnostic tool & OBD2 scanner introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Fair
Established authority for your domain.
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
Good
Social discussion and mentions.
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 6.1/10, OBDeleven: Car diagnostic tool & OBD2 scanner has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OBDeleven: Car diagnostic tool & OBD2 scanner
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/obdeleven
Cite this score: Engagemii (2026). "AEO Score for OBDeleven: Car diagnostic tool & OBD2 scanner." Retrieved from https://engagemii.com/aeo/brands/obdeleven
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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