SEO-Aware Text Summarizer

Name: SEO-Aware Text Summarizer
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

Generate summaries optimized for featured snippets and meta descriptions. Keeps target keywords, maintains factual accuracy, hits ideal length.

URL inputFile inputText inputXLSX export

text_summarizer_seo.py104 lines6 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python text_summarizer_seo.py --url https://example.com/post --keyword "cloud hosting" --type snippet

terminal

python text_summarizer_seo.py --file article.html --keyword "best crm" --type meta --output summary.txt

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

Parameters

Flag	Description
`--url`	Url
`--file`	File
`--text`	Text
`--keyword`	Target keyword to preserve
`--type`	Type. Options: snippet, meta, paragraph, abstract
`--output`	Output

help

python text_summarizer_seo.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.

One-time payment. Lifetime access. No monthly fees.
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AAIO Inc — aaioinc.com/tools/text_summarizer_seo/