Extracto vs a DIY scraper
Building it yourself with Playwright gives total control and no per-call cost, but you own all the maintenance. Extracto trades that for validated JSON.
How they differ
Building it yourself with Playwright or Puppeteer plus your own parsing gives you maximum control and no per-call vendor cost. The libraries are free and powerful, and for one stable page that rarely changes, a hand-built scraper is genuinely fine. The catch is that you own everything around it: CSS or XPath selectors that break on redesigns, browser infrastructure to host and keep healthy, your own anti-bot and proxy handling, retries, and the parsing and validation layer that turns HTML into trustworthy fields.
Extracto trades that ownership for a per-page cost. You send a URL plus a JSON schema, it runs the page through a real headless browser, and it returns typed JSON validated against your schema, with null for anything missing. There are no selectors to maintain and no parsing code to write. Every request includes a managed anti-bot bypass layer that handles protected sites such as Cloudflare, DataDome, and PerimeterX, with proxies and anti-bot handling taken care of for you and no setup, so the proxy and evasion work you would build yourself in a DIY stack is already handled. It works on any public HTTPS URL, including JavaScript-rendered and anti-bot-protected pages.
Feature comparison
| Feature | Extracto | a DIY scraper | Notes |
|---|---|---|---|
| Up-front control | Schema-first, less control | Total control | DIY lets you script any interaction and parse anything; Extracto trades that flexibility for a fixed describe-and-validate flow. |
| Selector maintenance | None, schema-first | You own it | DIY selectors break on redesigns and need ongoing fixes; Extracto reads the page to fill a schema, so there is no selector to update. |
| Parsing & validation code | Built in | You write it | Extracto returns validated JSON directly; DIY means writing and testing the HTML-to-fields and validation layer yourself. |
| Browser infrastructure | Managed for you | You host it | DIY means running and scaling headless browsers; Extracto runs headless Chrome for you behind the API call. |
| Proxies | Included (no setup) | Build or buy | Extracto manages proxies for you; DIY means sourcing, rotating, and paying for them yourself. |
| Anti-bot / CAPTCHA handling | Yes, managed | Build or buy | Extracto includes a managed anti-bot bypass layer that handles Cloudflare, DataDome, and PerimeterX; DIY needs you to build or buy evasion and proxies. |
| Login-gated pages | Enterprise only | You can script it | DIY can script a login flow if you accept the upkeep; login-gated content (LinkedIn, X, Instagram) needs session cookies, available on Extracto Enterprise. |
| Per-call cost | Per page | No vendor fee | DIY has no per-call vendor cost (you pay infra and time); Extracto charges per page but removes the maintenance burden. |
| Setup time | Minutes, describe fields | Hours to days | A robust DIY scraper takes real engineering time; Extracto's setup is writing a JSON schema and sending a URL. |
| Null instead of guessed values | Yes, never guesses | Your code decides | Extracto returns null for missing fields by design; with DIY the correctness and gaps of parsing are entirely on your code. |
Pricing
DIY has no per-call vendor fee, which is its real cost advantage, but you pay in engineering time, browser hosting, proxy sourcing, and ongoing maintenance when sites change. As of 2026, Extracto is free for 100 pages with no credit card and paid from $14/month (Hobby, 5,000 pages). For a single stable page, DIY can be cheaper overall; across many changing pages, Extracto often costs less once maintenance time is counted. And you only pay when it works: failed requests and cache hits are free.
Pricing for a DIY scraper reflects their public plans at the time of writing. Check their site for current numbers.
Migrating to Extracto
- 1
List the fields your scraper extracts
Take the values your hand-built scraper pulls from each page and write them as a JSON schema. This becomes the contract you send to Extracto, replacing the selectors and parsing logic you maintained.
- 2
Replace fetch and parse with one call
Swap your Playwright or Puppeteer fetch plus parsing step for a single Extracto call with the URL and schema. Extracto runs the page through a real headless browser and returns typed JSON validated against your schema.
- 3
Retire the validation, infra, and anti-bot code you owned
Remove the custom validation, retry, browser-hosting, proxy, and anti-bot code, since Extracto validates output, runs the browser, and includes a managed anti-bot bypass layer for you on public HTTPS URLs.
- 4
Keep DIY for login-gated targets
Leave authenticated, login-gated pages on your own stack, since the self-serve product does not handle those (Enterprise supports session cookies). Move public-URL structured-fields work, including anti-bot-protected pages, to Extracto where the maintenance savings are real.
When to choose which
Choose DIY when you want total control, have a single stable page, want no per-call vendor cost on a stable target, or face login-gated content and custom interaction you are willing to build and maintain. For those cases the free libraries and your own code give you flexibility Extracto cannot, and you avoid any per-page fee.
Choose Extracto when you are extracting structured fields from many public pages and the selector-maintenance treadmill plus the parsing, validation, proxy, and anti-bot code are not worth your time. Extracto works on any public HTTPS URL, including JavaScript-rendered and anti-bot-protected pages, with proxies and a managed anti-bot bypass layer handled for you and no setup. It removes that ongoing work for a per-page cost, returning typed, schema-validated JSON with null instead of guessed values. It will not log in to gated sites on the self-serve product, so keep DIY for authenticated targets.