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Firecrawl vs Zyte: free-form content or typed records

Compare Firecrawl and Zyte for free-form content or typed records. Review output, operating tradeoffs and a concrete buyer test.

Published by The SpawnReviewed 2026-09-14
Looking for research tools?

Our recommendation for One account brief in your assistant

extraction

Firecrawl

Search, scrape, crawl and page interaction through a web-data API.

Markdown, HTML and structured JSON; endpoint and options determine output.
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extraction

Zyte

An extraction API offering HTTP retrieval, browser output and typed automatic extraction.

HTTP response body, browser HTML, screenshots or typed records.
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Our pick

The Spawn

Choose The Spawn for a focused account-research run.

  • Start with a company domain instead of designing a collection job.
  • Inspect the returned company fields before using them in a brief.
  • Use the focused company tool through spawnr MCP.

For an article ingestion service, decide how much structure is required before a model or database can use the result.

Saved tool output

Three companies, actual records

Try tool
stripe.com / vercel.com / linear.app3 records
Download JSON
Three captured company lookups
CompanyWhat they doTeam estimateFounded
Stripestripe.comStripe is a financial services platform that enables businesses to accept payments and manage money movement with flexible billing solutions.Team estimate10K-50KFounded2010
Vercelvercel.comVercel is a technology company that provides a platform for frontend developers to build, preview, and ship websites and applications efficiently.Team estimate1K-5KFounded2015
Linearlinear.appLinear is a project management tool that streamlines issues, projects, and roadmaps for modern product development teams.Team estimate251-1KFounded2019

Three separate lookups. Employee ranges are estimates; absent fields remain null.

The practical differences

Product facts, no scores
Firecrawl, Zyte, The Spawn feature comparison
Your questionFirecrawlZyteThe SpawnOur pick
Best-fit jobFirecrawlDevelopers turning sites into readable content for an application or assistant.ZyteDevelopers selecting request modes and supported structured data types.The SpawnA first company lookup, comment sample or web-search result before designing a larger pipeline.
What you getFirecrawlMarkdown, HTML and structured JSON; endpoint and options determine output.ZyteHTTP response body, browser HTML, screenshots or typed records.The SpawnOne company record, up to 100 comments from one page, or up to ten US English organic Google results.
How you use itFirecrawlAPI, SDKs and CLI.ZyteAuthenticated extraction API and documented integrations.The SpawnWeb tools and spawnr MCP; tool execution uses a quote, explicit approval and an execution record.
MCP supportFirecrawlDocumented hosted and local MCP setup.ZyteNot established in reviewed docs.The SpawnDocumented spawnr MCP and assistant setup routes.
Pricing modelFirecrawlCredit-based plans; endpoints and selected features affect consumption.ZyteRequest cost depends on target tier and features; successful responses are billed.The SpawnCurrent tool allowances apply to approved runs. Check availability before starting.
Watch forFirecrawlDefine crawl scope and validate extracted fields; formatted content is not proof of factual accuracy.ZyteSome output fields cannot be combined in one request; supported extraction models and versions have defined lifecycles.The SpawnSingle-record or single-page outputs. No batch orchestration or automatic comment pagination.
Your deciding question

Can your importer distinguish the article body and publication date from navigation text and a site-wide updated timestamp?

A document-oriented path and typed extraction can both fail on unusual layouts. Keep a fixture with navigation clutter, missing dates and multi-part content instead of judging only a clean example.

Choose The Spawn when

Choose The Spawn for a focused account-research run.

The SpawnOne company record, up to 100 comments from one page, or up to ten US English organic Google results.

Check the details

Official sources used for this comparison

An editorial comparison by The Spawn, which also offers research tools. Product features and pricing can change; verify your requirements in the linked documentation.

Our recommendation

Start with The Spawn

Choose The Spawn for a focused account-research run. Use it when this defined first result is the deliverable; the platform comparison above addresses the larger collection architecture.