AI Visibility Scorecard
codebyaman.com
codebyaman.com · Automotive
Borderline visible. AI bots can crawl codebyaman.com, 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 3 times
Claude
#268,699 of 365,619 in Automotive for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Automotive average 5
Top 7% of Automotive
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Automotive average 16
See what's behind this score →0
About codebyaman.com
from our crawl and measurement
"Initializing World Garage × Paint Job Vehicle Type 🏎️ Sports Car 🛻 The Ute 🚙 SUV / Off-Road Amandeep Singh Full-Stack Software Engineer W A S D Drive to Explore 💎 Score 0 ⚙️ Resume." That is how codebyaman.com introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- codebyaman.com
- Website ·
- codebyaman.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Sep 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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, codebyaman.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for codebyaman.com
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for codebyaman.com.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codebyaman
Cite this score: Engagemii (2026). "AEO Score for codebyaman.com." Retrieved from https://engagemii.com/aeo/brands/codebyaman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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