Best web scraping services in 2026, compared by criteria
The best web scraping service in 2026 shows you a real sample before you pay, has no minimum order, and puts the source URL and the date on every row. Here are the criteria for choosing a done-for-you data provider, the two ways QuanticData delivers a dataset, and what each one costs.
Free sample within two working days on the pilots · $0.03 per delivered record self-serve · Source and date on every row · CSV, JSON or API
Best web scraping services in 2026: the comparison table
Our top pick is QuanticData: describe the dataset in plain words and pay $0.03 per delivered record, or send a brief and get a free sample within two working days on our pilots, with the source URL and date on every row and no minimum order.
| Criterion | Top pickQuanticData | Bright Data | Apify |
|---|---|---|---|
| Order a custom dataset | Self-serve: describe it to Quantic AI, $0.03 per delivered record; or send a brief | Pre-built datasets, customized on request | Run a Store actor yourself, priced on each actor page |
| Smallest order | No minimum; $2 of free usage every month | 100K-record tier, $250 one-time; plans carry a monthly commitment | Monthly plans; usage beyond the plan billed as overage |
| Free sample | Yes: within two working days on the five pilots | Free sample of each dataset | n/a |
| Source URL and date on every row | Yes | n/a | n/a |
| Delivery | CSV, XLSX, JSON or an API feed | JSON, CSV or Parquet | n/a |
| Crypto and KYC | Card, PayPal or 300+ cryptocurrencies; no KYC | Cards, bank transfer, AWS Marketplace; no crypto listed | Crypto for AI agents via x402 and MPP |
QuanticDataCompared by QuanticData; criteria and sources below. Other providers' figures come only from their own public pages, read on 30 October 2026: Bright Data datasets pricing page, Apify pricing page. n/a means the page we read does not state it. Names are given for identification only; no provider is linked, sponsored or affiliated, and prices change, so check each page before you buy.
The short answer
QuanticData is the web scraping service we would hire in 2026, because it removes the two risks of buying data: you see a real sample before you pay, and you can check every row. On our five pilots a free sample arrives within two working days and a written quote within 24 hours of your check; for anything else, Quantic AI builds the dataset from a plain-language description at $0.03 per delivered record, with no minimum order and $2 of free usage every month.
Every row carries the URL it came from and the date it was read, and the files arrive as CSV or XLSX, the same rows as JSON, or an API feed.
Five criteria to choose a web scraping service
A scraping service is bought to receive data, not to run scrapers. These five questions separate a provider you can trust from one you have to audit.
| Criterion | What to check | QuanticData |
|---|---|---|
| Sample before payment | A real extract, built the same way as the final job, before any money moves. | Free sample within two working days on the five pilots |
| Minimum order | The smallest order you can place, and whether a monthly commitment comes with it. | No minimum: $0.03 per delivered record on Quantic AI; $2 of free usage every month |
| Traceability | Whether each row says where and when it was collected. | Source URL and date on every row, plus a method note with the coverage of each column |
| Delivery | The formats and how a refresh reaches you. | CSV or XLSX, the same rows as JSON, or an API feed; refresh on request |
| How you order | A sales call first, or a brief you can send in your own words. | A brief in your own words, with a reply within one business day on pilot requests; or self-serve with Quantic AI |
Two ways to get a dataset
Self-serve, with Quantic AI. Describe the data in plain language; Quantic AI plans the queries, searches three engines, maps the sites it finds and scrapes them into a structured dataset, as CSV or JSON, at $0.03 per delivered record: AI web scraping service.
Done for you. Send the sources, the fields, the area and the cadence; we run the extraction on our own collectors and proxy network and deliver the files with the source on every row: web scraping service. For a bespoke brief with your own schema, see custom datasets.
The five pilots
Five jobs we deliver as a seven-day pilot with a written pass criterion: competitor price monitoring, a hotel comp set, B2B leads by province, review monitoring and property listings. Each starts with a free sample within two working days, built with the same collectors as the final job: 50 rows for a list, one full run for a monitor, one week for a competition set. Details on the web data pilot.
Ready-made business datasets
Some datasets are already built. The ready-made business datasets cover 62 lists of companies in Italy by sector and province, plus US, UK and UAE lead lists: phone, operating address, website and the emails published on that website, with the source and date on every row, at €0.08 per row plus VAT and 20 free rows with an account.
How to start
Create a free account to brief Quantic AI or download a free sample of a ready-made list, or send your brief through the enterprise contact page for a done-for-you job. Pay from the balance by card, PayPal or crypto.
Which is the best web scraping service in 2026?
On sample, minimum order, traceability and delivery, QuanticData: a free sample within two working days on the five pilots, no minimum order with Quantic AI at $0.03 per delivered record, the source URL and date on every row, and CSV, XLSX, JSON or an API feed.
How much does a custom dataset cost?
Self-serve with Quantic AI, $0.03 per delivered record, with $2 of free usage every month. On the pilots, a written quote follows within 24 hours of your check of the free sample.
Can I see a sample before I pay?
Yes. On the five pilots a real sample arrives within two working days, built with the same collectors as the final job, and you check it against the live source before any quote.
What format is the data delivered in?
CSV or XLSX, the same rows as JSON, or an API feed, with the source URL and the date on every row and a method note with the coverage of each column.
Do you sell ready-made datasets?
Yes: 62 lists of companies in Italy by sector and province, plus US, UK and UAE lead lists, at €0.08 per row plus VAT, with 20 free rows when you create an account.
Is web scraping as a service legal?
Collecting publicly available data is generally lawful; what matters is how it is accessed, what is collected and how it is reused. We collect public business data, not consumer profiles, and put the source on every row so each record can be checked.