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serp-api-pro

Using search-engine results APIs — query design, parsing results, and cost control — vendor-neutral patterns.

skills/serp-api-pro/SKILL.md

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## Overview

SERP APIs return structured search-engine results (organic results, knowledge
panels, ads, local packs, image/video results) as JSON — the foundation for
rank tracking, competitive research, market monitoring, and research
pipelines. This skill covers designing queries, parsing the varied result
shapes, and keeping usage affordable and compliant.

## When to use

- Tracking keyword rankings across locations and devices
- Building competitive/market intelligence from search results
- Gathering structured web data via search (rather than crawling directly)
- Designing queries for local, image, news, or shopping verticals