Building a Market Research Pipeline with Claude Code

Claude Code is well-suited to structured research sessions — give it a goal, let it query multiple sources, and have it synthesize the results. With AgentPatch connected, it can pull from Google News, Google Trends, and Google Search in a single session, which is enough to cover most market research use cases without leaving the terminal.

Why This Matters

The typical market research workflow involves hopping between Google News, Trends, and regular search — running multiple queries, comparing results, and manually synthesizing what you find. Claude Code with AgentPatch can run all those queries in one pass and return a structured output.

This is particularly useful for developers who do occasional market research as part of product work — competitor analysis before a sprint, landscape research before writing a pitch, or keyword research before publishing content.

Setup

Install the AgentPatch CLI (zero dependencies, Python 3.10+):

pip install agentpatch

Set your API key:

export AGENTPATCH_API_KEY=your_api_key

Then use it:

ap search "web search"
ap run agentpatch google-search --input '{"query": "test"}'

Get your API key from the AgentPatch dashboard.

Run this command to add AgentPatch as an MCP server:

claude mcp add -s user --transport http agentpatch https://agentpatch.ai/mcp \
  --header "Authorization: Bearer YOUR_API_KEY"

Replace YOUR_API_KEY with your actual key from the AgentPatch dashboard. Claude Code discovers all AgentPatch tools automatically.

Example

You’re about to start work on a new feature and want competitive context first. You ask Claude Code:

“Before we start on this feature, I want to understand the competitive landscape. Pull recent news on Vercel, Netlify, and Render. Then check Google Trends to see which has the most search momentum over the last 6 months. Finally, search for any recent product announcements from each.”

Claude Code works through each step: calls Google News for each platform, queries Google Trends for a comparison, and runs targeted Google searches for recent product news. It returns a structured brief organized by company.

You then ask:

“Based on what you found, what are the main themes in how these platforms are differentiating right now?”

Claude Code synthesizes across the data it just collected and gives you a thematic analysis. That’s useful strategic context before writing a line of code.

The whole session takes a few minutes and produces research that would take significantly longer to do manually.

Wrapping Up

A single AgentPatch connection gives Claude Code access to news, trends, web search, and the full tool marketplace. One MCP config entry covers all of it. Get started at agentpatch.ai.