Competitor Backlink Gap
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Competitor Backlink Gap Deep-Dive

v1.0 documentation

Multi-competitor link gap with overlap matrix. Find domains linking to 3+ competitors but not you.

XLSX export
competitor_backlink_gap.py82 lines3 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python competitor_backlink_gap.py --my-backlinks my.csv --competitor-backlinks comp1.csv comp2.csv comp3.csv --output gap.xlsx
3

Export

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

Parameters
FlagDescription
--my-backlinks requiredMy backlinks
--competitor-backlinks requiredCompetitor backlinks. Multiple values allowed
--outputOutput
help
python competitor_backlink_gap.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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