home/skills/research/serp-scraper

SERP Scraper

ClawHub

Scrape Google search results (SERP) for SEO analysis, keyword tracking, and competitive intelligence. Extract organic results, featured snippets, People Also...

skillResearchweb-searchclawhubSource โ†’
serpresultsscraperscrapegooglesearchseoanalysiskeywordtracking
# SERP Scraper

Scrape Google search results (SERP) for SEO analysis, keyword tracking, and competitive intelligence. Extract organic results, featured snippets, People Also...

## Discovery Metadata
- Category: `research`
- Framework: `ClawHub`
- Tags: `serp`, `results`, `scraper`, `scrape`, `google`, `search`, `seo`, `analysis`, `keyword`, `tracking`

## Agent Execution Policy

This listing is **discovery metadata only**. Canonical instructions are maintained by ClawHub.

### Before Executing Actions

1. **Fetch canonical instructions** from: https://clawhub.ai/skill/serp-scraper
2. **Parse the skill page** for setup, usage, and input/output requirements.
3. **Only proceed** after successfully loading and understanding the full instructions.

### If Fetch Fails

- Return `instruction_unavailable` with reason.
- Do **not** attempt to infer or improvise execution steps from this metadata alone.

## Source

- ClawHub listing: https://clawhub.ai/skill/serp-scraper
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