ChatGPT

VERCEL.COM WINS

vercel.com8/10

langchain.com5/10

“🏆 ChatGPT can't stop talking about vercel.com. langchain.com who?”

Gemini

VERCEL.COM WINS

vercel.com9/10

langchain.com6/10

“🤔 Vercel built an empire making deployment slick, while LangChain built an empire helping everyone over-engineer their chatbot.”

Claude

VERCEL.COM WINS

vercel.com8/10

langchain.com6/10

“🔥 Vercel actually ships products people use daily, while LangChain remains a well-intentioned abstraction layer that makes developers feel productive before they realize they're just chaining together someone else's API calls.”

Perplexity

VERCEL.COM WINS

vercel.com4/10

langchain.com3/10

“"Multiple sources confirm—" 🎯 Photo finish on Perplexity. vercel.com wins, but langchain.com isn't going quietly.”

Ghost Report Card

Why langchain.com is getting ghosted

vercel.com 7350 langchain.com

Key Findings

Missing llms.txt

vercel.com has a llms.txt file telling AI how to represent them. langchain.com doesn't — AI is guessing.

Low Web Presence

langchain.com has very low web presence (20/100). AI may not have enough data to form opinions.

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Monthly Visibility Trend

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langchain.com is getting ghosted.

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