Compare Crawlora's developer-first API catalog and normalized JSON with Outscraper's data-extraction services and APIs, which are especially strong for Google Maps, reviews, and contact data.
Benchmark
Before comparing Crawlora to Outscraper 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 as a developer-first, multi-platform API with documented schemas. Outscraper is stronger for Google Maps/local data, reviews, and contact exports delivered as services plus an API.
Quick comparison
Use this table as a starting point for evaluating Crawlora against Outscraper, then verify current details on both providers' official pages before making a production decision.
| Category | Crawlora | Outscraper |
|---|---|---|
| Primary product type | Developer-first structured web data APIs | Data-extraction services and APIs |
| Delivery model | API-first with docs and Playground | API plus no-code tasks and bulk jobs |
| Best for | Structured data across many platforms | Google Maps/local data, reviews, and contact exports |
| Output format | Normalized JSON by endpoint | JSON or CSV exports depending on task |
| Platform breadth | Search, maps, marketplaces, social, app stores, finance, and more | Strong local/maps focus plus selected sources |
| Google Maps & local depth | Supported maps endpoints | Core strength, including places and reviews |
| Contact/lead data | Contact API + free Email & Contact Finder (emails, phones, socials by domain) | Email and contact extraction features |
| Testing | Playground for documented endpoints | Dashboard tasks and API testing |
| Billing shape | Monthly plans from $9 with prepaid credits | No monthly fee at all — prepaid or postpaid pay-as-you-go, priced per service, with credits that never expire |
| Free tier | 2,000 free credits every month, no card required | A per-service free tier that resets every 30 days — the first 500 Google Maps places and the first 10 Google searches are free |
| Pricing model | Credit-based, one fixed published weight per endpoint (google/search is 3 credits, google/map/search is 5) | Per-record and volume-tiered by service, so the unit price falls as monthly volume rises |
| Cost of 1,000 Google Maps places | About $2.25 on the $9 Starter plan and $1.45 on the $29 Growth plan | $3 per 1,000 records from 501 to 100,000 places, dropping to $1 per 1,000 beyond 100,000 |
| Cost of 1,000 Google searches | About $1.35 on Starter and $0.87 on Growth | $5 per 1,000 searches from 11 to 100,000, dropping to $3 per 1,000 beyond 100,000 |
| Commitment | Monthly plan; unused credits do not roll over | No recurring billing and credits never expire, so occasional or bursty use carries no standing cost |
| Refunds | Prepaid monthly credits | Full refund within 3 days of purchase if the tools fail to retrieve data |
| Agent-native workflows | Structured data and hosted MCP tools for supported endpoints | API calls usable from agents and scripts |
Details
Choosing between Crawlora and Outscraper depends on output format, target coverage, developer workflow, and how much infrastructure your team wants to operate.
Crawlora is built API-first: documented endpoints, Playground testing, API keys, and normalized JSON across many supported platforms. Outscraper offers APIs alongside no-code services and bulk tasks, with a strong focus on Google Maps and local data, reviews, and contact extraction.
If you need several different sources — search, maps, marketplaces, social, app stores, finance — Crawlora's catalog spans them with consistent JSON. If your priority is deep Google Maps/local data, business reviews, or contact/lead exports, Outscraper's specialization may fit better.
Crawlora returns a documented, normalized response per endpoint, which is convenient for product integration. Outscraper commonly returns task results as JSON or CSV exports, which suits bulk collection and analyst workflows.
Use Crawlora when an agent needs clean, structured records from supported platforms via documented endpoints or hosted MCP tools. Use Outscraper when you need bulk local-business, review, or contact datasets, often through tasks rather than per-call endpoints.
Crawlora uses credit-based API pricing per documented endpoint call. Outscraper uses pay-as-you-go pricing that varies by service and volume. Compare the cost per successful workflow for your target data before deciding.
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 Outscraper against your real workflow and maintenance burden, not just top-line feature labels.
FAQ
These Outscraper comparison answers use conservative language and should be verified against both providers' official pages for current product and pricing details.
Yes, for buyers comparing web data APIs. Crawlora is a developer-first, multi-platform API; Outscraper is a data-extraction service and API focused on local data and reviews.
Outscraper is a data-extraction platform offering APIs and no-code services, known for Google Maps and local data, business reviews, and contact/email extraction.
Both can collect maps data. Outscraper specializes in Google Maps places and reviews; Crawlora offers supported maps endpoints with normalized JSON for product integration.
Crawlora is API-first with documented endpoints, Playground testing, and API keys. Outscraper adds no-code tasks and bulk jobs alongside its API.
Yes — Crawlora has a Contact API and a free Email & Contact Finder that extract public business emails, phone numbers, and social profiles from a website or domain, with per-email verification. Outscraper also offers contact extraction, with a stronger focus on bulk no-code exports.
Crawlora spans search, maps, marketplaces, social, app stores, and finance. Outscraper concentrates on local/maps data, reviews, and selected sources.
They are shaped differently rather than simply cheaper or dearer. Outscraper has no monthly fee and charges per record by service, with volume tiers — $3 per 1,000 Google Maps places up to 100,000 then $1 per 1,000, and $5 per 1,000 Google searches then $3. Crawlora charges a monthly plan with prepaid credits, which works out at about $2.25 per 1,000 maps calls and $1.35 per 1,000 search calls on the $9 Starter plan. If your usage is occasional or bursty, Outscraper's no-standing-cost model may suit better; if it is steady, the plan credits usually win on unit price.
Yes. Some teams use Crawlora for product API integration across platforms and Outscraper for bulk local-data or contact exports.
Crawlora returns normalized JSON per documented endpoint, designed for direct integration. Outscraper often returns task results as JSON or CSV exports.
There is no subscription — you either prepay credits that never expire or connect a card and get invoiced for whatever exceeds the free tier. Pricing is per service and tiered by volume: the Google Maps scraper is free for the first 500 places, then $3 per 1,000 records to 100,000 and $1 per 1,000 beyond that; the Google Search scraper is free for the first 10 searches, then $5 per 1,000 to 100,000 and $3 per 1,000 beyond. Free tiers reset every 30 days, and Outscraper offers a full refund within 3 days if its tools fail to retrieve data.
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 Outscraper doesn't cover, and compare credit-based pricing before deciding whether Crawlora fits your workflow.