Anchor Text Diversity Scorer
Score naturalness of anchor profile per page. Flag over-optimized exact-match ratios that look manipulative to Google.
Install
pip install -r requirements.txtRun
python anchor_diversity_scorer.py --input backlinks.csv --output diversity.xlsxExport
Add --output report.xlsx to save results as a spreadsheet.
| Flag | Description |
|---|---|
--input required | Input |
--anchor-col | Anchor text column |
--target-col | Target URL column |
--brand | Brand name |
--keyword | Target keyword |
--output | Output |
python anchor_diversity_scorer.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: pandas. All included in requirements.txt.
Get all 154 Python SEO tools — $49
One-time payment. Lifetime access. No monthly fees.
Learn 25 tools and get 25% back. Earn from client work and get 50% back.
AAIO Inc — aaioinc.com/tools/anchor_diversity_scorer/