# SerpAPI Search Pipeline

> Automates multi-engine searches via SerpAPI (Google, Bing, DuckDuckGo) with structured JSON extraction. Supports pagination, location targeting, and result deduplication using MinHash LSH.

- Skill: `agentskillexchange/serpapi-search-pipeline` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/serpapi-search-pipeline`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/serpapi-search-pipeline/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/serpapi-search-pipeline

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# SerpAPI Search Pipeline

Automates multi-engine searches via SerpAPI (Google, Bing, DuckDuckGo) with structured JSON extraction. Supports pagination, location targeting, and result deduplication using MinHash LSH.

## Installation

Basic usage or getting-started notes:
- Example with q : Coffee parameter
- JSON Example
- "snippet": "Icon of a bag of coffee being shipped to you. Subscriptions. Never run out of your favorite coffees, teas and powders again with our auto-delivery subscription.",

- Source: https://serpapi.com/search-api

## Documentation

- https://serpapi.com/search-api

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/serpapi-search-pipeline/)