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AI Visibility Scorecard
123 Auto Cash
123autocash.com · Automotive
At 1.1/10, 123 Auto Cash is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#337,641 of 341,506 in Automotive for AI visibility
1
AEO Visibility
iNear-invisible · 1.1/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About 123 Auto Cash
from our crawl and measurement
Cash for Cars Houston, based in Houston, TX, describes itself simply: "We buy junk cars in Houston. Get cash fast or find quality auto parts at the best price. Call or text now." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.1 out of 10.
Our crawl found structured data on the page (AutomotiveBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 1.1/10, 123 Auto Cash is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 123 Auto Cash
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/123autocash
Cite this score: Engagemii (2026). "AEO Score for 123 Auto Cash." Retrieved from https://engagemii.com/aeo/brands/123autocash
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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