Claim & Statistic Extractor

Name: Claim & Statistic Extractor
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

Extract factual claims, statistics, data points, and quotable assertions from content for fact-checking or citation workflows.

URL inputFile inputText inputXLSX export

claim_fact_extractor.py115 lines4 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python claim_fact_extractor.py --url https://example.com/post --output claims.xlsx

terminal

python claim_fact_extractor.py --file article.html --output claims.csv

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

Parameters

help

python claim_fact_extractor.py --help

Use cases

Content quality audit

Writer evaluation

Client deliverable

Run across all your blog posts to score quality. Sort by score in the XLSX export, then prioritize rewrites for the lowest-scoring pages.

Before publishing freelance content, run this tool to check quality signals. Use specific metrics as concrete feedback for writers.

Include the analysis in your SEO audit report. Clients appreciate data-backed recommendations over subjective opinions.

Works well with

Combine with other tools for a complete workflow:

Dependencies

Requires: beautifulsoup4, pandas, requests. All included in requirements.txt.

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AAIO Inc — aaioinc.com/tools/claim_fact_extractor/