People Also Ask Extractor

Use cases

Finding content gap keywords from SERP patterns Extracting common phrases competitors use Identifying keyword optimisation opportunities

Uses ValueSERP API to analyse up to 100 SERP results.

Normalises text, explodes by delimiters (/, -, :, &, ,), counts keyword frequency, and scores similarity with FuzzyWuzzy.

Filters single-word results and entries below minimum frequency threshold (1-10, default 2).

Visualises with Altair bar charts.

Streamlit App

Platform

Browser-based (no installation required)

Input

ValueSERP API key

Seed keyword

Output

CSV with extracted keywords and frequency chart

Launch App View Source

Features

ValueSERP API integration (100 free searches)
Configurable results analysed (10-100, default 20)
Minimum frequency threshold slider (1-10)
8 location options (UK, US, AU, FR, CA, DE, IT, ES)
Device selection (Desktop, Mobile, Tablet)
FuzzyWuzzy partial string similarity scoring
Altair interactive bar chart visualisation

How to use

1 Enter ValueSERP API key
2 Input seed keyword and select location/device
3 Set results count and minimum frequency
4 View frequency chart and sortable table
5 Download CSV with keywords and similarity scores

Want me to run this for you?

I offer this as a managed service. You get the insights without touching the tool.

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Let's work together

Monthly retainers or one-off projects. No lengthy reports that sit in a drawer.