{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "cporter202-coreclaw-api-directory--pull-google-serp-results-for-seo-tracking",
 "repo": "cporter202/coreclaw-api-directory",
 "repo_url": "https://github.com/cporter202/coreclaw-api-directory",
 "repo_slug": "cporter202-coreclaw-api-directory",
 "title": "Pull Google organic results and People Also Ask for SEO",
 "page_title": "How to pull Google organic results and People Also Ask for SEO with Coreclaw API Directory",
 "summary": "Run the Google Search Worker to collect organic results, related searches and PAA questions.",
 "who": "An SEO analyst or content lead who tracks how search results and related questions change for target keywords.",
 "problem": "Recording search result pages by hand for many keywords is slow and hard to repeat.",
 "outcome": "Structured organic results, related searches and People Also Ask entries for each keyword.",
 "steps": [
  "Get a CoreClaw API key and keep it private.",
  "Read the input schema for coreclaw/google-search-scraper to find the keyword and location fields.",
  "Run a test with one keyword: `curl -X POST \"https://openapi.coreclaw.com/api/v2/workers/coreclaw~google-search-scraper/runs\" -H \"Authorization: Bearer YOUR_API_KEY\" -H \"Content-Type: application/json\" -d '{\"input\": {}, \"is_async\": true}'` (inferred, check the README)",
  "Confirm the output includes organic results, related searches and People Also Ask entries.",
  "Repeat the run for your keyword list and store the results by date."
 ],
 "agent_prompt": "Using the repo cporter202/coreclaw-api-directory, run the coreclaw~google-search-scraper Worker for the keyword <target keyword> and return the organic results, related searches and People Also Ask entries as structured output. Verify that the output contains organic results before you report completion.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The README lists the Worker outputs but does not state result limits or how many keywords you can run, so check the input schema before running large batches.",
 "category": "Data and analytics",
 "tags": [
  "Data and analytics"
 ],
 "lang": "python",
 "requirements": [
  "A CoreClaw API key for running Workers (the README shows Authorization: Bearer YOUR_API_KEY)",
  "curl, or any HTTP client that can send POST requests with headers and a JSON body",
  "The input schema for the Worker you pick, since the README says required fields differ between Workers"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/cporter202-coreclaw-api-directory/pull-google-serp-results-for-seo-tracking/",
 "md": "https://dedupedai.com/use-cases/cporter202-coreclaw-api-directory/pull-google-serp-results-for-seo-tracking/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/cporter202-coreclaw-api-directory--pull-google-serp-results-for-seo-tracking.json",
 "api_version": "v1"
}