Compare Crawlora's 60+ platform structured API catalog with Scrapingdog's generic web-scraping unblocker plus dedicated SERP, Maps, Amazon, and Walmart APIs.
Benchmark
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 as a documented, multi-platform API spanning 60+ platforms in one credit pool. Scrapingdog is stronger as a generic unblocker for arbitrary URLs, bundled with a small set of dedicated SERP and marketplace APIs, all unlocked on every plan including free.
Quick comparison
Use this table as a starting point, then verify current details on the official provider pages before making a production decision.
| Category | Crawlora | Scrapingdog |
|---|---|---|
| Primary product type | Developer-first structured web data API (60+ platforms) | Generic scraping/unblocker API bundled with dedicated SERP, Maps, and marketplace APIs |
| Delivery model | API, hosted MCP tools, and Playground | REST API only, no MCP server |
| Best for | Teams wanting one documented API across many platform categories | Teams wanting a general-purpose unblocker plus a handful of dedicated scraping APIs |
| Platform breadth | 60+ platforms: search, maps, marketplaces, social, jobs, finance, app stores, datasets | Generic URL scraping plus Google SERP, Google News, Google Maps, Amazon, and Walmart-specific APIs |
| Anti-bot approach | Managed proxy routing and retry/fallback behind supported endpoints | 40M+ rotating proxies, browser rendering, and built-in anti-bot handling across every request |
| Output format | Normalized JSON by endpoint | Structured JSON per API, with raw HTML also available for generic scraping |
| Failed-request billing | Credit spent per endpoint call, per documented pricing | Failed requests are never charged, across every plan |
| Concurrency | Rate-limited per plan, shared across endpoints | Explicit concurrency caps per plan, from 1 (free) up to 1,000+ (top enterprise tiers) |
| Pricing model | One credit pool shared across all endpoints (Growth: $29/mo for 100,000 credits) | Free (200 credits) up to Lite $40/mo (200,000 credits); enterprise tiers scale past $18,000/mo |
| Agent-native workflows | Hosted MCP tools across the full catalog | None — no MCP server |
Details
The right choice depends on output format, target coverage, developer workflow, and how much infrastructure your team wants to operate.
Scrapingdog's core product is a generic scraping/unblocker API for arbitrary URLs, with a handful of dedicated APIs (Google SERP, News, Maps, Amazon, Walmart) bundled on top and unlocked on every plan. Crawlora's catalog spans 60+ platforms with documented, normalized schemas per endpoint, rather than one generic pass-through plus a handful of extras.
Both vendors avoid billing for wasted requests in spirit — Scrapingdog explicitly never charges failed requests on any plan; Crawlora's credit model spends per successful documented endpoint call. Compare the practical cost per successful workflow rather than the billing philosophy alone.
Scrapingdog prices around explicit concurrency caps that scale from 1 (free) to 1,000+ concurrent requests on its highest enterprise tiers, alongside credit volume. Crawlora uses one credit pool and rate limit shared across every endpoint in its catalog, which simplifies budgeting across many different platforms at once.
Scrapingdog's dedicated APIs cover Google Search, Google News, Google Maps, Amazon, and Walmart specifically — strong depth for those five. Crawlora's catalog covers those plus jobs, finance, app stores, social platforms, and dataset endpoints Scrapingdog doesn't offer.
Crawlora ships hosted MCP tools across its catalog for AI agent workflows. Scrapingdog has no MCP server — integration is REST API only.
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 based on your real workflow and maintenance burden, not just top-line feature labels.
FAQ
These answers use conservative comparison language and should be verified against the official provider pages for current product and pricing details.
Yes, if you want a documented multi-platform API in one credit pool. Scrapingdog remains a strong choice for generic URL unblocking plus its five bundled SERP and marketplace APIs.
Scrapingdog is a web scraping API that unblocks generic URLs using rotating proxies and browser rendering, bundled with dedicated APIs for Google Search, Google News, Google Maps, Amazon, and Walmart.
No. Scrapingdog is REST API only. Crawlora ships hosted MCP tools across its full catalog for agent-native workflows.
Scrapingdog, if the target isn't one of Crawlora's supported platforms — its core product is a generic unblocker for arbitrary URLs. Crawlora is stronger when the target platform is in its documented catalog.
No — Scrapingdog never charges failed requests on any plan. Crawlora's credit model spends per successful documented endpoint call.
Crawlora uses one credit pool shared across all endpoints (Growth: $29/mo for 100,000 credits). Scrapingdog scales by concurrency and credit volume, from free (200 credits) to enterprise tiers past $18,000/mo.
Crawlora, with 60+ platforms spanning search, maps, marketplaces, social, jobs, finance, app stores, and datasets. Scrapingdog's dedicated APIs cover five: Google Search, Google News, Google Maps, Amazon, and Walmart.
Yes. Some teams use Scrapingdog for generic URL unblocking outside Crawlora's supported catalog, and Crawlora for documented, normalized data across its 60+ platforms.
Free forever with 200 credits. Paid plans start at $40/mo (Lite, 200,000 credits) and scale through many tiers up to enterprise plans past $18,000/mo. Check Scrapingdog's official pricing for current rates.
Last reviewed: . Competitor pricing and features can change. Check each official provider page for the latest details.
Browse endpoint docs, run a Playground request, and compare credit-based pricing before deciding whether Crawlora fits your workflow.