Semantic Similarity Comparator

Name: Semantic Similarity Comparator
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

Compare semantic similarity between pages, paragraphs, or keyword groups using sentence-transformer embeddings.

URL inputFile inputText inputXLSX export

semantic_similarity.py126 lines6 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python semantic_similarity.py --urls https://a.com https://b.com https://c.com

terminal

python semantic_similarity.py --texts "text one" "text two" "text three"

terminal

python semantic_similarity.py --file content.txt --compare-url https://competitor.com/page

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

Parameters

Flag	Description
`--urls`	URLs to compare. Multiple values allowed
`--texts`	Text strings to compare. Multiple values allowed
`--files`	Files to compare. Multiple values allowed
`--model`	Model
`--paragraph-compare`	Enable model mode (flag, no value needed)
`--output`	Save as XLSX

help

python semantic_similarity.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, sentence-transformers. All included in requirements.txt.

One-time payment. Lifetime access. No monthly fees.
Learn 25 tools and get 25% back. Earn from client work and get 50% back.

AAIO Inc — aaioinc.com/tools/semantic_similarity/