Web scraping
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Built into Speak

Turn any website into structured, usable knowledge.

Add a URL or paste an entire sitemap, and Speak will scrape pages into clean text notes you can summarize, analyze, visualize,
and chat with. Start self-serve in minutes, or partner with the Speak AI team on custom web scraping solutions for enterprise workflows.

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300,000+ users
100+ languages
Exports: DOCX, CSV and more

Two ways to deploy
✓
Self-serve: URL or sitemap in, text notes out.

✓
Custom: RSS feeds, authenticated sources, and enterprise pipelines.

✓
Add structure, routing, and agent workflows on top of scraped content.

Ideal for research, competitive intelligence, knowledge bases, and content aggregation.

What you can do
From scraping to insight and conversational search in a few clicks.

Want embeds or agents? Talk to our team

Scrape a single URL
Paste a webpage link and turn it into clean, analyzable text notes in Speak.

Scrape an entire sitemap
Import hundreds or thousands of pages at once, then summarize and extract themes at scale.

Chat with scraped content
Ask questions, generate briefs, or create structured outputs grounded in your scraped pages.

Summaries and extraction
Automatically generate summaries, key points, entities, and topic clusters from websites.

Visualize insights
Convert scraped text into charts, tables, and shareable insight views for stakeholders.

Enterprise scraping pipelines
RSS feeds, authenticated sources, scheduled refreshes, and handoffs into agent workflows.

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We use Speak to pull information together quickly and make it easy to find exactly what we need.
Used across research, agencies, and product teams

Frequently asked questions

Can I scrape a website into text with Speak AI?

Yes. Add a single URL or paste a whole sitemap and Speak AI turns the pages into clean text notes. You can then summarize them, extract key points and chat with the content.

Can I scrape an entire sitemap at once?

Yes. Paste a sitemap and Speak AI imports hundreds or thousands of pages in one go. You can then summarize them and pull out themes and topic clusters across the whole set.

What can I do with scraped web content?

You can summarize it, extract entities and topics, ask questions with AI chat, and turn it into charts or tables. Common uses are research, competitive intelligence, knowledge bases and content aggregation.

Does Speak AI support custom or enterprise web scraping?

Yes. Beyond self-serve scraping, the Speak AI team can set up custom pipelines, including RSS feeds, authenticated sources and scheduled refreshes, and connect them to agent workflows. Book a consult to scope it.

Is AI web scraping legal?

It depends on the site, the data and your jurisdiction. Check each site’s terms of service and robots.txt, avoid personal or copyrighted data you have no right to use, and get legal advice for sensitive projects.

Related: how to scrape podcasts.