Content Pruning Analyzer
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✎ Content Optimization

Content Pruning Analyzer

v1.0 documentation

Identifies pages to prune, merge, redirect, or update based on thin content, low engagement signals, overlap, and freshness.

URL inputFile inputXLSX export
content_pruning_analyzer.py145 lines3 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python content_pruning_analyzer.py --urls https://site.com/p1 https://site.com/p2 https://site.com/p3
terminal
python content_pruning_analyzer.py --file urls.txt --output prune_report.xlsx
3

Export

Add --output report.xlsx to save results as a spreadsheet.

Parameters
FlagDescription
--urlsUrls. Multiple values allowed
--fileFile with URLs
--outputSave as XLSX
help
python content_pruning_analyzer.py --help
Use cases
Content audit
Pre-publish check
Competitive analysis

Analyze existing content to find what needs updating, merging, or removing. Export results and create a content maintenance plan.

Run before publishing new content to ensure it meets quality thresholds. Fix issues before they go live.

Compare your content against top-ranking competitors. Identify gaps and opportunities to improve.

Dependencies

Requires: beautifulsoup4, numpy, pandas, requests, scikit-learn. All included in requirements.txt.

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