AI Visibility Scorecard
Jonathan López · Automotive Negotiation Strategist
jonathanlopez.com · Finance & Insurance
Borderline visible. AI bots can crawl Jonathan López · Automotive Negotiation Strategist, 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 2 times
Claude · Meta AI
#477,325 of 792,589 in Finance & Insurance for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Jonathan López · Automotive Negotiation Strategist
from jonathanlopez.com
I don't sell cars. I buy them for you. 15 years turning car buying into a structured negotiation — not an improvised transaction.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
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 4.2/10, Jonathan López · Automotive Negotiation Strategist is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Was it a greatexperience?
¿Fue una gran experiencia?Your words help other buyers negotiate with confidence. Leave a review on Google — it takes less than a minute.Tu opinión ayuda a otros compradores a negociar con confianza.
Is this your brand?
The exact fixes for Jonathan López · Automotive Negotiation Strategist
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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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/jonathanlopez
Cite this score: Engagemii (2026). "AEO Score for Jonathan López · Automotive Negotiation Strategist." Retrieved from https://engagemii.com/aeo/brands/jonathanlopez
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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