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AI Visibility Scorecard
Somnath Paul — AI, Backend & Full Stack Developer Portfolio
allcode.in · Technology
Borderline visible. AI bots can crawl Somnath Paul — AI, Backend & Full Stack Developer Portfolio, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,615,805 of 2,679,891 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
5
AI Adoption
iBasic · 5/100
About Somnath Paul — AI, Backend & Full Stack Developer Portfolio
from our crawl and measurement
Somnath Paul AI, Backend & Full Stack Developer is a Howrah, West Bengal business whose own site puts it this way: "AI, Backend & Full Stack Developer specializing in FastAPI, LangChain autonomous agents, Django microservices, Java Spring Boot REST APIs, Next.js, React, and scalable cloud databases." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (Person, WebSite, ProfilePage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.3/10, Somnath Paul — AI, Backend & Full Stack Developer Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/allcode-in
Cite this score: Engagemii (2026). "AEO Score for Somnath Paul — AI, Backend & Full Stack Developer Portfolio." Retrieved from https://engagemii.com/aeo/brands/allcode-in
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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