# SerpAPI Answer Box Extractor

> Extracts high-signal SERP features from SerpAPI responses, including `answer_box`, `knowledge_graph`, `related_questions`, and `organic_results`. Useful for research agents that need structured search intelligence rather than raw HTML scraping.

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

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# SerpAPI Answer Box Extractor

Extracts high-signal SERP features from SerpAPI responses, including `answer_box`, `knowledge_graph`, `related_questions`, and `organic_results`. Useful for research agents that need structured search intelligence rather than raw HTML scraping.

## Installation

Use the upstream install or setup path that matches your environment:
- pip install google-search-results
- make test

Requirements and caveats from upstream:
- # Google Search Results in Python
- This package will soon be **deprecated** in favor of [serpapi-python](https://github.com/serpapi/serpapi-python).
- [![Build](https://github.com/serpapi/google-search-results-python/actions/workflows/python-package.yml/badge.svg)](https://github.com/serpapi/google-search-results-python/actions/workflows/python-package.yml)

Basic usage or getting-started notes:
- Please note: the current documentation, examples, and integrations on https://serpapi.com/ are written for this (legacy) package and are not yet compatible with the new library. Updated documentation for serpapi-pytho...
- bash
- from serpapi import GoogleSearch

- Source: https://github.com/serpapi/google-search-results-python
- Extracted from upstream docs: https://raw.githubusercontent.com/serpapi/google-search-results-python/HEAD/README.md

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/serpapi-answer-box-extractor/)