Serpapi Research Pipeline

---
name: "SerpAPI Research Pipeline"
slug: "serpapi-research-pipeline"
description: "Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints. Extracts entities via spaCy NER and stores results in SQLite with full-text search."
verification: "security_reviewed"
source: "https://serpapi.com/"
author: "SerpApi"
category: "Research & Scraping"
framework: "Codex"
---

# SerpAPI Research Pipeline

Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints. Extracts entities via spaCy NER and stores results in SQLite with full-text search.

## Installation

Requirements and caveats from upstream:
- Python

Basic usage or getting-started notes:
- Our U.S. Legal Shield covers the scraping and parsing of search engine data, as long as your use of the data or service is not illegal. Such illegal use includes, by way of example and not limitation, copyright infrin...
- The hourly throughput limit for plans with under 1 million searches per month is 20% of your plan volume. For example, the Developer Plan includes 5,000 searches per month, so subscribers to the Developer Plan can use...
- Such illegal use includes, by way of example and not limitation, copyright infringement, DMCA violations, other intellectual property infringement, privacy violations, fraud, harassment, cybercrime, terrorism, child e...

- Source: https://serpapi.com/

## Documentation

- https://serpapi.com/

## Source

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