AI Visibility Scorecard
Cars, Motorcycles & More For Sale (94 active listings)
firsthandads.com · Home & Living
Borderline visible. AI bots can crawl Cars, Motorcycles & More For Sale (94 active listings), 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 1 times
Claude
#1,195,298 of 1,378,237 in Home & Living for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Home & Living average 5
Top 42% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships · Home & Living average 2
See what's behind this score →15
Muse Index Score
iAI agent readiness
Basic · 15/100
Home & Living average 21
See what's behind this score →0
About Cars, Motorcycles & More For Sale (94 active listings)
from our crawl and measurement
Cars, Motorcycles & More For Sale (94 active listings) is a business whose own site puts it this way: "Browse 94 active listings on FirstHandAds, real sellers, real prices. Search by category, location and price to find cars, motorcycles and more without middleman fees." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (CollectionPage, FAQPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
- Company ·
- Cars, Motorcycles & More For Sale (94 active listings)
- Website ·
- firsthandads.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 3.5/10, Cars, Motorcycles & More For Sale (94 active listings) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cars, Motorcycles & More For Sale (94 active listings)
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firsthandads
Cite this score: Engagemii (2026). "AEO Score for Cars, Motorcycles & More For Sale (94 active listings)." Retrieved from https://engagemii.com/aeo/brands/firsthandads
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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