Entity & Semantic Analysis for SEO

Name: Entity & Semantic Analysis for SEO
Price: 49 USD
Author: AAIO Inc

v1.0 documentation

Extracts named entities, computes salience, maps semantic fields, and optionally extracts subject-verb-object triples for knowledge graph building.

URL inputFile inputText inputXLSX export

entity_analysis.py312 lines7 paramsPython 3.8+

Quick start

terminal

pip install -r requirements.txt

terminal

python entity_analysis.py --url https://example.com/page

terminal

python entity_analysis.py --file article.html --output entities.xlsx

terminal

python entity_analysis.py --text "Your content..." --graph entity_graph.html

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

Parameters

Flag	Description
`--url`	URL to analyze
`--file`	Local HTML/text file
`--text`	Raw text input
`--output`	Save entities as XLSX
`--graph`	Generate entity graph HTML
`--skip-clusters`	Enable output mode (flag, no value needed)
`--skip-triples`	Enable output mode (flag, no value needed)

help

python entity_analysis.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, numpy, pandas, requests, scikit-learn, sentence-transformers, spacy. All included in requirements.txt.

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