Independent AEO Audit

https://rudra-dey-sarkar-official.vercel.app/ AI Visibility Report — 13% Score

A snapshot of how often major AI assistants mention https://rudra-dey-sarkar-official.vercel.app/ when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.

Last audited September 2, 2026 · Powered by Rank Monster
Overall AI Visibility
13%
Per-engine breakdown
Claude
0%
ChatGPT
13%
Gemini
13%
Perplexity
13%
Google AI Overview
13%
Grok
13%
Test Methodology

8 search queries tested across 6 AI engines (48 total queries) on September 2, 2026.

ChatGPTClaudeGeminiPerplexityGoogle AI OverviewGrok
Category Performance
How often https://rudra-dey-sarkar-official.vercel.app/ is mentioned by category of buyer question.
comparison
42%5/12
awareness
0%0/18
recommendation
0%0/12
industry
0%0/6
Tested Searches
8 prompts tested — 1 mentioned at least once.
What is a full-stack web developer portfolio and why do I need one?
awareness·
ChatGPTGrokGoogle AI OverviewPerplexityGeminiClaude
How does the MERN stack work for building scalable web applications?
awareness·
ChatGPTGeminiPerplexityGrokGoogle AI OverviewClaude
What is a full-stack developer portfolio and what should it include to impress potential clients?
awareness·
GrokPerplexityChatGPTGeminiGoogle AI OverviewClaude
Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?
comparison·
GeminiChatGPTPerplexityGoogle AI OverviewGrokClaude
What are the best alternatives to hiring traditional development agencies for MERN stack projects?
comparison·
Google AI OverviewClaudeChatGPTPerplexityGeminiGrok
What are the current best practices for building scalable web applications in 2024?
industry·
ChatGPTGeminiPerplexityGrokClaudeGoogle AI Overview
What web development framework should I use if I need fast, interactive applications with Next.js?
recommendation·
GeminiPerplexityClaudeGrokChatGPTGoogle AI Overview
Which developer should I hire for building a custom e-commerce platform with Medusa.js integration?
recommendation·
ClaudeGoogle AI OverviewGrokGeminiChatGPTPerplexity
Proof of Citation
Gemini

Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?

I cannot directly recommend "rudra-dey-sarkar-official.vercel

ChatGPT

Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?

..., React, TypeScript, Tailwind and backend tech (Node.js, PostgreSQL, Redis) and cloud tools (Vercel, Cloudflare, AWS). (rudra-dey-sarkar-official.vercel.app) - The site shows recent roles and projects (freelance work on an e‑commerce/ERP using Next.js/Medusa and a current Sof...

Perplexity

Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?

I wouldn’t choose **rudra-dey-sarkar-official.vercel.app** based on the evidence here alone. The available results mostly show *portfolio-style pages* and generic Vercel templa...

Google AI Overview

Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?

Whether you should hire Rudra Dey Sarkar (whose personal portfolio can be found at rudra-dey-sarkar-official.vercel.app or rudradeysarkar.xyz ) over other freelance developers depends entirely on your project's specific requirements, your...

Grok

Should I choose rudra-dey-sarkar-official.vercel.app over other freelance developers for my Next.js project?

...quality and code samples - Client reviews/testimonials - Communication and reliability - Pricing vs. scope The domain `rudra-dey-sarkar-official.vercel.app` only shows they can deploy on Vercel — it doesn't prove superior skill over other developers. **Recommendation**: Com...

https://rudra-dey-sarkar-official.vercel.app/ AI Visibility Analysis

Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.

A 13% score means, on average, https://rudra-dey-sarkar-official.vercel.app/ was mentioned in 13 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.

The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.

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