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Advanced Keyword Scraper v1.5.1

A local-first keyword research CLI with multi-source discovery, heuristic intelligence, optional SERP analysis, resilient HTTP handling, and export workflows.

Requirements

  • Python 3.10 or newer
  • Windows, macOS, or Linux

Install

Recommended on Windows:

py -m pip install --upgrade pip
py -m pip install -e .

If py is unavailable, use python instead.

Verify the package

python -m unittest discover -s tests -t . -v

The repository includes a tests/__init__.py bootstrap so tests also work directly from this source-layout checkout before an editable install.

Run keyword research

keyword-scraper "saree" "kurti" --depth 2 --format all

Or without installing the console script:

python -m keyword_scraper.cli "saree" "kurti" --depth 2 --format all

Run SERP research

keyword-scraper "saree" --mode serp --format excel

Workflow modes

These modes create local action-oriented CSV plans from the supplied keywords; they do not claim exact search volume or guaranteed rankings.

keyword-scraper "budget smartphone" --mode youtube --mode-output youtube.csv
keyword-scraper "wireless earbuds" --mode ecommerce --mode-output ecommerce.csv
keyword-scraper "best accounting software" --mode seo --mode-output seo.csv
keyword-scraper "project management software" --mode copywriting --mode-output copywriting.csv

Notes

  • SERP providers may change markup, throttle requests, or restrict automated access.
  • Opportunity scores are heuristics, not search-engine ranking scores.
  • The project does not attempt to bypass provider controls.

Metadata

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