cyberneticlibrary

Extract Google Search results page data

google-search-serpskillsetup L22,197
browser-act/skills
What it does

Extract Google Search results with full metadata

Best for

Analyzing Google search rankings and SERP composition without manual page scraping.

Inputs
  • · search_query
  • · num_results
  • · language_code
  • · country_code
Outputs
  • · organic_results
  • · paid_ads
  • · people_also_ask
  • · related_queries
  • · ai_overview
Requires
  • · browser
  • · Google Search
  • · Python
Preconditions

Browser with active Google Search session; no CAPTCHA blocks

Failure modes
  • · CAPTCHA triggered on results page
  • · AI Overview unavailable in stealth session
  • · Search query malformed
Trust signals
  • · Full SERP component extraction (organic, ads, PAA)
  • · AI Overview field
  • · Detailed output schema documented