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.com4/10

langchain.com3/10

“"Real talk—" 🎯 Photo finish on Gemini. vercel.com wins, but langchain.com isn't going quietly.”

Claude

VERCEL.COM WINS

vercel.com8/10

langchain.com6/10

“🔥 Vercel shipped a platform that actually works at scale, while LangChain shipped a thousand ways to glue ChatGPT to your database and pray it doesn't hallucinate your schema into oblivion.”

Perplexity

DRAW

vercel.com2/10

langchain.com2/10

“💀 Perplexity has ghosted both of you. Neither brand registers.”

Ghost Report Card

Why langchain.com is getting ghosted

vercel.com 5540 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 fading from AI.

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