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Q&A Schema Extractor

Use cases

Auditing FAQ schema implementation Extracting competitor FAQ content Content inventory of Q&A pages Validating schema after migrations

Recursive JSON traversal for Question and FAQPage @type detection.

Extracts from name field, answers from acceptedAnswer or suggestedAnswer objects.

BeautifulSoup for live URL fetching.

Handles nested dict/list structures.

Multiple fallback fields for robust extraction.

Streamlit App

Platform

Browser-based (no installation required)

Input

URLs for live fetching, or

Raw JSON-LD schema paste, or

Crawl CSV with schema column (Screaming Frog)

Output

Question-answer pairs with source URL, extracted from nested FAQPage/Question schema structures.

Launch App View Source

Features

  • Recursive JSON-LD traversal
  • @type detection: Question, FAQPage
  • Multiple answer fields: acceptedAnswer, suggestedAnswer
  • Live URL fetching with BeautifulSoup
  • Screaming Frog crawl data compatible

How to use

  1. 1 Choose input method: URL, JSON paste, or file upload
  2. 2 For files, map the schema column
  3. 3 Run extraction with recursive parsing
  4. 4 Review extracted Q&A pairs
  5. 5 Download CSV/Excel with source URLs

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