AI Visibility Scorecard
Jalopnik
code3.jalopnik.com · Automotive
Well-positioned for AI search. The breakdown below shows where Jalopnik is still leaving points on the table.
AI engines read this profile 35 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#9 of 365,731 in Automotive for AI visibility
8
AEO Visibility
iVisible · 7.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Jalopnik
from our crawl and measurement
"From cars to motorcycles, Jalopnik is your go-to site covering everything with an engine, including automotive news, buying guides, and expert commentary from our staff." That is how Jalopnik of Fishers, IN introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
Our crawl found structured data on the page (Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
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 7.7/10, Jalopnik has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jalopnik
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/code3-jalopnik
Cite this score: Engagemii (2026). "AEO Score for Jalopnik." Retrieved from https://engagemii.com/aeo/brands/code3-jalopnik
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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