Review Sentiment Extractor
Home/Tools/E-Commerce & Local SEO/Review Sentiment Extractor
★ E-Commerce & Local SEO

Review Sentiment Keyword Extractor — Mine reviews for SEO keywords.

v1.0 documentation

CSV/XLSX inputXLSX export
review_sentiment_extractor.py35 lines3 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python review_sentiment_extractor.py --help
3

Export

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

Parameters
FlagDescription
--input requiredInput
--review-colReview col
--outputOutput
help
python review_sentiment_extractor.py --help
Use cases
Store audit
Local SEO setup
Client reporting

Run across product and category pages. Identify missing schema, thin descriptions, and faceted navigation issues.

Use for initial local SEO audit and ongoing monitoring. Check NAP consistency, schema markup, and competitor signals.

Export results as professional reports for e-commerce clients. Include specific recommendations with each finding.

Dependencies

Requires: nltk, pandas. All included in requirements.txt.

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AAIO Inc — aaioinc.com/tools/review_sentiment_extractor/