Compare Crawlora's documented, platform-specific APIs that return normalized JSON with Scrape.do's generic scraping API for arbitrary URLs, with rotating proxies and rendering.
Benchmark
Before comparing Crawlora to Scrape.do on the table below, here’s how Crawlora performs on its own: we ran Crawlora’s /web/scrape endpoint once against a stratified sample of 30 public URLs (docs, e-commerce, and anti-bot-protected sites), with the cache bypassed. 21/30 requests returned usable content.
This is Crawlora's own measured reliability on a single disclosed run — not a head-to-head benchmark against Firecrawl, Scrapfly, or any other named competitor. We don't hold API keys for competitor products and won't publish a number for a tool we haven't actually run.
Internally conducted benchmark, run . Last verified . Full methodology and per-URL results.
Short verdict
Crawlora is stronger when your sources are known and you want normalized JSON with no parsers. Scrape.do is stronger as a flexible, generic scraping API for arbitrary sites.
Quick comparison
Use this table as a starting point for evaluating Crawlora against Scrape.do, then verify current details on both providers' official pages before making a production decision.
| Category | Crawlora | Scrape.do |
|---|---|---|
| Primary product type | Structured public web data APIs | Generic scraping API with proxies and rendering |
| Best for | Structured data from known platforms | Fetching and parsing arbitrary or unknown URLs |
| Output format | Normalized JSON by endpoint | Raw page response you parse yourself |
| Platform-specific APIs | Google Search, Maps, Amazon, TikTok, YouTube, and more | Generic URL target model |
| Generic URL scraping | Not the main positioning | Yes — core capability |
| Proxy & anti-bot handling | Managed proxy routing behind supported endpoints | Configurable rotating proxies and anti-bot per request |
| Parser maintenance | Reduced for supported endpoints | You own extraction as target pages change |
| Pricing model | Credit-based API pricing | Credit-metered plans, cheaper per credit at higher tiers |
| Entry paid plan | Free tier, pay only for what you use above it | $29/mo for 250,000 credits (Hobby, ~$0.11/1k credits) |
| Highest published tier | n/a — usage scales with credit spend, no fixed plan ceiling | $699/mo for 10,000,000 credits (Advanced, ~$0.06/1k credits) |
Details
Choosing between Crawlora and Scrape.do depends on output format, target coverage, developer workflow, and how much infrastructure your team wants to operate.
Crawlora is built around documented endpoints for supported public platforms, returning normalized JSON. Scrape.do is a generic scraping API: point it at a URL and it handles proxies, anti-bot, and rendering so you can fetch the page and parse what you need.
With Crawlora, the response shape for a supported endpoint is defined for you. With Scrape.do you write and maintain the parser for each target, which is flexible for arbitrary pages but adds maintenance as sites change.
Both handle the hard parts of fetching. Scrape.do exposes rotating proxies, anti-bot bypass, and rendering per request, which suits unknown or defended sites. Crawlora keeps that managed behind supported endpoints.
When your source is in Crawlora's catalog (search, maps, marketplaces, social, finance, app stores), the structured endpoint is more direct. For arbitrary sites, Scrape.do's generic fetch is the stronger fit.
Scrape.do runs a free plan (1,000 credits/mo, 5 concurrent requests) plus four paid tiers: Hobby $29/mo (250,000 credits, ~$0.11/1k), Pro $99/mo (1,250,000 credits, ~$0.08/1k), Business $249/mo (3,500,000 credits, ~$0.07/1k, its most popular plan), and Advanced $699/mo (10,000,000 credits, ~$0.06/1k), with custom Enterprise pricing above that. The per-credit rate drops at higher tiers, and concurrency limits scale with plan (5 to 200 concurrent requests). Crawlora uses a single credit-based rate per documented endpoint call regardless of plan tier.
Crawlora is designed for responsible public web data workflows. It should not be used for private or protected data, and no comparison page should be read as a guarantee that every target will succeed. Review provider terms, target-site rules, and your own compliance requirements before production use.
Evaluation checklist
Compare Crawlora and Scrape.do against your real workflow and maintenance burden, not just top-line feature labels.
FAQ
These Scrape.do comparison answers use conservative language and should be verified against both providers' official pages for current product and pricing details.
Yes, for buyers comparing scraping APIs. Crawlora is platform-specific with normalized JSON; Scrape.do is a generic scraping API you point at URLs and parse.
Scrape.do is a generic web scraping API that provides rotating proxies, anti-bot handling, and headless rendering for arbitrary URLs, billed on a credit-per-successful-call model.
No. For supported endpoints Crawlora returns documented, normalized JSON, so there are no selectors to maintain.
Yes. If you need pages not covered by a dedicated platform endpoint, Scrape.do's generic fetch is the stronger fit.
Crawlora, when those sources are in the supported catalog and you want normalized JSON without building parsers.
Crawlora bills a single credit rate per documented endpoint call. Scrape.do's per-credit rate falls as plan size grows — from about $0.11/1k credits on its $29/mo Hobby plan down to about $0.06/1k credits on its $699/mo Advanced plan. Compare cost per successful workflow, not just the headline per-credit rate.
Yes. Use Crawlora for supported structured platforms and Scrape.do for arbitrary websites that need custom parsing.
Scrape.do's paid plans are Hobby $29/mo (250,000 credits), Pro $99/mo (1,250,000 credits), Business $249/mo (3,500,000 credits, most popular), and Advanced $699/mo (10,000,000 credits), plus a free plan with 1,000 credits/mo and custom Enterprise pricing above the Advanced tier.
Last reviewed: . Competitor pricing and features can change. Check each official provider page for the latest details.
Browse endpoint docs, run a Playground request against a platform Scrape.do doesn't cover, and compare credit-based pricing before deciding whether Crawlora fits your workflow.