Content Similarity Checker

Name: Content Similarity Checker
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

Detects duplicate or near-duplicate content across pages using MinHash/LSH for fast similarity and cosine similarity for precision.

URL inputFile inputXLSX export

content_similarity_checker.py120 lines5 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python content_similarity_checker.py --urls https://a.com https://b.com https://c.com --threshold 0.7

terminal

python content_similarity_checker.py --files *.html --output duplicates.xlsx

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

Parameters

Flag	Description
`--urls`	Urls. Multiple values allowed
`--files`	Files. Multiple values allowed
`--threshold`	Threshold (decimal)
`--method`	Method. Options: minhash, cosine, both
`--output`	Save as XLSX

help

python content_similarity_checker.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.

Works well with

Combine with other tools for a complete workflow:

Dependencies

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

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AAIO Inc — aaioinc.com/tools/content_similarity_checker/