Topical Link Cluster Builder — Group pages into topic silos with optimal interlinking.

Name: Topical Link Cluster Builder — Group pages into topic silos with optimal interlinking.
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

URL inputXLSX export

topical_link_cluster.py30 lines3 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python topical_link_cluster.py --help

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

Parameters

Flag	Description
`--urls` required	Urls. Multiple values allowed
`--num-clusters`	Num clusters (integer)
`--output`	Output

help

python topical_link_cluster.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.

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.
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AAIO Inc — aaioinc.com/tools/topical_link_cluster/