How DataSonar compares

Every web data vendor we list here does something well. Here is what each is best at, and where we believe DataSonar goes further — written for the people choosing tools, not for the marketing team.

Apify

What they do well. Apify pioneered the actor marketplace and built one of the largest catalogs of community-maintained scrapers in the industry.

Where DataSonar goes further. Every actor in the DataSonar catalog is maintained in-house, so reliability and response shape stay consistent across the whole product.

ScraperAPI

What they do well. ScraperAPI earned its reputation on developer ergonomics — a clean API surface, great docs, fast onboarding.

Where DataSonar goes further. DataSonar matches that simplicity and adds first-class structured-data and intelligence endpoints in the same API, so teams replace three vendors with one.

Bright Data

What they do well. Bright Data leads on enterprise compliance tooling and the largest commercial proxy network in the market.

Where DataSonar goes further. DataSonar offers the same compliance posture at a price point that works for teams earlier in their data journey, with simpler pricing and faster integration.

Firecrawl

What they do well. Firecrawl popularized clean markdown output for LLM workflows and made full-site crawling approachable for AI engineers.

Where DataSonar goes further. DataSonar ships the same LLM-friendly markdown and adds a complete domain intelligence layer plus a growing catalog of vertical-specific actors.

Feature comparison

One-call structured data on protected sites
DataSonar
Built in (Amazon, Zillow, Maps, growing)
Apify
Community actors, varying maintenance
ScraperAPI
Raw HTML, BYO parser
Bright Data
Dataset products, separate billing
Firecrawl
Generic scrape, no verticals
Domain intelligence (DNS, WHOIS, SSL, tech stack)
DataSonar
Included on every plan
Apify
Separate actors
ScraperAPI
Not offered
Bright Data
Separate product line
Firecrawl
Not offered
Email verification
DataSonar
Included
Apify
Community actors
ScraperAPI
Not offered
Bright Data
Not core
Firecrawl
Not offered
Clean markdown output (LLM-ready)
DataSonar
Native format
Apify
Via actors
ScraperAPI
Raw HTML; parse yourself
Bright Data
Raw HTML; parse yourself
Firecrawl
Native format
Async + webhook delivery
DataSonar
Yes, with signed callbacks
Apify
Yes
ScraperAPI
Yes
Bright Data
Yes
Firecrawl
Yes
Free monthly requests
DataSonar
1,000
Apify
5 USD credit
ScraperAPI
1,000 (7-day trial)
Bright Data
7-day trial
Firecrawl
500
Live usage dashboard
DataSonar
Real-time, every request
Apify
Yes
ScraperAPI
Yes
Bright Data
Yes
Firecrawl
Yes

Choosing the right web data API

How does DataSonar pricing compare to Apify and ScraperAPI? ▾
DataSonar prices on successful requests only, with monthly quotas that map cleanly to use cases — 1,000 free, 25,000 starter, 100,000 pro, 500,000 business. Apify uses a credit system based on compute, which can be hard to predict. ScraperAPI prices on requests too, with similar tiers. We publish the full price list on the pricing page so there are no surprises.
Which is best for AI training data? ▾
If you need clean markdown for LLM ingestion at high volume, DataSonar and Firecrawl are the strongest options. Both produce LLM-ready output. DataSonar additionally returns structured JSON-LD, OpenGraph, and microdata in the same response, which speeds up corpus prep for retrieval-augmented generation.
Which is best for e-commerce product scraping? ▾
DataSonar maintains a first-party Amazon actor that returns title, price, rating, reviews, and availability in a clean schema. Apify has the largest community-maintained collection of e-commerce actors. Bright Data offers e-commerce datasets as a packaged product. The right choice depends on volume, freshness requirements, and how much custom parsing you want to own.
Which is best for real estate data? ▾
Zillow and Redfin are particularly aggressive about bot defenses. DataSonar's Zillow actor handles the Next.js data payload extraction natively and detects PerimeterX captcha walls so you can route blocked URLs through a residential proxy. Apify has community Zillow actors with mixed reliability. Most production real estate workflows pair an API with their own residential proxy provider regardless of vendor.
Which has the largest proxy network? ▾
Bright Data leads here by a significant margin — they own one of the largest commercial proxy networks in the world. DataSonar uses your own proxy when you supply one, which keeps pricing transparent and lets teams bring their existing proxy contracts.
Which is easiest for a developer to start with? ▾
All four ship clear documentation and free tiers. DataSonar and ScraperAPI typically take five minutes from signup to first response. Apify takes a little longer because you choose an actor first. Bright Data is built for enterprise procurement and is slower to onboard for individual developers.

Try DataSonar against the vendor of your choice.

1,000 free requests every month. Run a real benchmark. Pick what works for your use case.

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