Toxic Backlink Detector
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☍ Link Analysis

Toxic Backlink Detector

v1.0 documentation

Flags potentially toxic backlinks from exported CSV data by checking domain patterns, anchor text spam, TLD risk, and link velocity anomalies.

CSV/XLSX inputXLSX export
toxic_backlink_detector.py111 lines4 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python toxic_backlink_detector.py --input backlinks.csv --output toxic_report.xlsx
3

Export

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

Parameters
FlagDescription
--input requiredBacklink CSV/XLSX export
--domain-colColumn with referring domain
--anchor-colColumn with anchor text
--outputSave as XLSX
help
python toxic_backlink_detector.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: pandas. All included in requirements.txt.

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