Internal Link Recommender
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☍ Link Analysis

Internal Link Recommender — Suggest internal links based on semantic relevance.

v1.0 documentation

URL inputXLSX export
internal_link_recommender.py35 lines3 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python internal_link_recommender.py --help
3

Export

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

Parameters
FlagDescription
--urls requiredUrls. Multiple values allowed
--topTop (integer)
--outputOutput
help
python internal_link_recommender.py --help
Use cases
Link audit
Monthly monitoring
Outreach prep

Run as part of a comprehensive site audit. Identify problems, export to XLSX, and include specific fix recommendations in your report.

Schedule monthly runs and compare XLSX exports to track changes. Catch issues before they impact rankings.

Use the output to identify link building opportunities. Export prospects and feed into your outreach pipeline.

Dependencies

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

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