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Q&A Pair Extractor


Interviews and Q&As are goldmines, but they’re buried in conversational rambling. This extractor pulls out clean question-answer pairs, perfect for FAQs, knowledge bases, or social media content. Get straight to the valuable exchanges.


How the Q&A Pair Extractor works


Upload any transcript containing questions and answers – interviews, AMAs, support calls, training sessions. The tool identifies question patterns (explicit and implied) and matches them with responses. Clean up conversational mess, creating crisp Q&A pairs. Options to merge multi-part questions, combine fragmented answers, or preserve exact quotes. Export as FAQ format, knowledge base entries, or social media posts.

Q&A content is incredibly valuable but usually trapped in messy conversation. This tool extracts the gold – turning rambling interviews into structured knowledge, support calls into help documentation, and expert discussions into learning materials. It’s how you repurpose conversational content into evergreen resources that actually get used.



Meet the fastest voice-to-text for professionals


WriteVoice turns your voice into clean, punctuated text that works in any app. Create and ship faster without typing. Your first step was Q&A Pair Extractor; your next step is instant dictation with WriteVoice.



A blazing-fast voice dictation

Press a hotkey and talk. WriteVoice inserts accurate, formatted text into any app, no context switching


Works in any app

Press one hotkey and speak; your words appear as clean, punctuated text in Slack, Gmail, Docs, Jira, Notion, and VS Code—no context switching, just speed with writevoice

Accurate, multilingual, and smart

97%+ recognition, smart punctuation, and 99+ languages so your ideas land first try, built for teams and pros.

Private by default

Zero retention, audio and text are discarded instantly, with on-device controls so you can dictate sensitive work confidently.



Start with Q&A Pair Extractor, then level up to WriteVoice.io