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Other options for your stack · 7 options

Firecrawl alternatives

Seven hosted alternatives for web scraping, search and browser access, with starting prices and tradeoffs to check before migrating.

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Firecrawl turns live web pages into Markdown or JSON for AI agents and extraction workflows. Alternatives take different routes: Apify runs custom Actors, Exa provides search and research APIs, and Browserbase offers hosted browser infrastructure. Starting prices range from $1 for Outscraper to $25 for SerpApi among the listed plans, but those figures do not establish comparable costs at your usage. These picks are hosted services; check deployment terms and data portability if self-hosting or avoiding lock-in is the priority.

01Why people leave Firecrawl

Self-hosting friction

Reddit users report setup errors, HTTPS trouble and Markdown links prefixed with the starting URL in Firecrawl's self-hosted version; treat these as anecdotal.

Costs at scale

Some Reddit commenters call Firecrawl's pricing too high. Compare your expected volume against each vendor's usage charges, not just its starting price.

Scraping still breaks

Reddit commenters point to proxies, rate limits, JavaScript rendering, site changes and timeouts as ongoing engineering work.

02The alternatives, ranked by fit

  1. Custom scraping workflows

    Apify

    Apify is a hosted Actor platform for teams that want ready-made scrapers or to build custom Actors. That gives developers a platform to adapt around specific collection jobs rather than relying on one general crawl workflow. The listed starting price is $19 with a free plan; model usage and concurrency for your workload before moving production traffic.

    Trade-off: Usage costs and concurrency limits need planning; it is a hosted platform, not a self-hosted replacement.

    7.7/10
    from
    $19/mo
    free plan
  2. Managed web-data stack

    Bright Data

    Bright Data combines web-data collection with managed proxy infrastructure, making it a fit when proxy operations are part of the problem you want to move out of your application. It is a broader stack than a page-to-Markdown tool. The listed plan starts at $0 with a free plan, but budget for usage and managed infrastructure as collection grows.

    Trade-off: The broader managed stack can mean more cost and operational choices than a focused extraction API.

    7.0/10
    from
    $499/mo
    free plan
  3. Proxies and agent data

    Oxylabs

    Oxylabs pairs a hosted API with proxy infrastructure and interfaces for web-grounded AI agents. Choose it when your migration needs managed proxies as well as collected data, rather than only Firecrawl-style page extraction. The listed starting price is $15 with a free plan. Model usage against your collection volume before treating that entry price as a production estimate.

    Trade-off: You take on hosted-service dependence and need to budget for usage.

    6.8/10
    from
    $15/mo
    free plan
  4. Search for AI agents

    Exa

    Exa offers search, content and research APIs for agents, including workflows that need citations or recurring web monitoring. It fits applications where finding relevant pages is as important as extracting them. The listed plan includes a free tier, but no starting paid price; estimate costs for your request volume before migrating a workload that depends on predictable spend.

    Trade-off: Hosted-service dependence remains, and the listed starting price does not give a paid-cost baseline.

    7.2/10
    from
    Free
    free plan
  5. Interactive browser access

    Browserbase

    Browserbase provides hosted browser infrastructure and APIs for agents that need interactive access, with Search and Fetch also part of its stated fit. It is a different layer from a crawl-and-extract API, so it suits workflows that need browser interaction. A free plan is listed, but there is no starting price to use as a cost comparison.

    Trade-off: You are adopting hosted browser infrastructure, not a direct page-to-Markdown substitute.

    7.0/10
    from
    Free
    free plan
  6. Search result data

    SerpApi

    SerpApi is a hosted search-data API for search-backed applications, location-aware SERP data and multi-engine pipelines. Pick it when structured search results are the main input your application needs, rather than general-purpose page crawling. The listed starting price is $25 with a free plan. Check plan limits and legal terms, and account for dependence on its response schema.

    Trade-off: Plan limits, legal terms and response-schema lock-in need review before committing.

    7.2/10
    from
    $25/mo
    free plan
  7. Low-cost data pulls

    Outscraper

    Outscraper is a hosted data source for local-business collection and small pay-as-you-go pulls, with CSV-first research workflows among its stated uses. It may suit jobs where exported records matter more than a general crawling API. The listed starting price is $1 with a free plan. Check production reliability closely before making it a core dependency.

    Trade-off: Its fit is narrower, and production reliability needs closer review.

    6.8/10
    from
    $1/mo
    free plan

03Side by side

ToolScoreFromFree planBest for
Firecrawl (current)7.4$16/moYesAI agents that need live web data
Apify7.7$19/moYesTeams needing ready-made web scrapers
Bright Data7.0$499/moYesTeams collecting public-web data at scale
Oxylabs6.8$15/moYesTeams building web-grounded AI agents
Exa7.2FreeYesAgents that need web search
Browserbase7.0FreeYesAgents that need interactive browser access
SerpApi7.2$25/moYesSearch-backed applications
Outscraper6.8$1/moYesLocal-business data collection

Questions people ask

What are some alternatives to web scrapers?

For ready-made scrapers or custom Actors, consider Apify. Bright Data and Oxylabs pair data collection with proxy infrastructure. Exa focuses on search and research APIs, while Browserbase provides hosted browser access. Choose based on whether your application needs search results, interactive browsing, page extraction or managed proxies.

Is web scraping illegal?

There is no single answer for every site and use case. Review the target site's terms and the legal requirements that apply to your collection, especially before building a production pipeline. SerpApi also flags legal terms as something to check. For a specific collection program, get advice from qualified counsel.

Can ChatGPT scrape a website?

ChatGPT is not a replacement for a scraping service in this comparison. For an application that needs repeatable web data, choose a tool based on its interface and the task: Exa for search and research APIs, Browserbase for hosted browser access, or Apify for scraper Actors.