Backlink Context Extractor
Fetch pages linking to you and extract the surrounding paragraph to see HOW other sites mention and describe your brand/content.
Install
pip install -r requirements.txtRun
python backlink_context_extractor.py --input backlinks.csv --my-domain example.com --output contexts.xlsxExport
Add --output report.xlsx to save results as a spreadsheet.
| Flag | Description |
|---|---|
--input required | Backlink CSV with referring URLs |
--my-domain required | Your domain to look for |
--max-pages | Max pages (integer) |
--output | Output |
python backlink_context_extractor.py --helpRun 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.
Combine with other tools for a complete workflow:
Requires: beautifulsoup4, pandas, requests. All included in requirements.txt.
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AAIO Inc — aaioinc.com/tools/backlink_context_extractor/