The right ScrapingBee alternative depends on what you need back from each request: raw HTML for your own parser, structured data for a pipeline, search results, or clean text for an AI agent. Choose the output first, then compare a few scraping APIs on the same small set of your real URLs.
Start with the output you need
If you're looking at ScrapingBee alternatives, the reason is usually one part of the job: the format that comes back, the volume they need, or the amount of glue code they're writing to turn a page into something their app can use. So before you compare anyone, write down what you want at the end of the request.
Raw HTML. You've got your own parser and just want the page delivered reliably. A plain scraping API is enough.
Structured data. You want fields, not markup. Look for APIs that return JSON or that turn pages into structured records for you.
Search results. If what you're really after is what a search engine shows for a query, a dedicated search results API saves a lot of parsing.
Clean text for AI. Feeding a language model or an agent is its own job now, and several vendors build for it directly.
Ten scraping APIs side by side
| Tool | Type | Good for |
|---|---|---|
| Apify | Scraping and automation platform | Ready-made scrapers plus your own code |
| Bright Data | Web data infrastructure | Large-scale search, crawl and extraction |
| Diffbot | Structured web knowledge | Turning raw pages into structured knowledge |
| Oxylabs | Scraping APIs and proxies | High-volume collection with large proxy pools |
| ScraperAPI | Web scraping API | Simple API calls to public websites |
| Scrapfly | Web data platform | One key for scraping, screenshots and extraction |
| SerpApi | Search results API | Parsed search engine results |
| WebScrapingAPI | Web scraping API | URL in, HTML or JSON out |
| ZenRows | Web data infrastructure | Fetch, crawl and batch jobs for agents |
| Zyte | AI scraping platform | Choosing your developers or theirs |
The APIs, A to Z
These are in no particular order, sorted alphabetically. Every description is the vendor's own claim from its website, so treat it as a starting point for your own test, not a promise.
Apify
Best for: Teams that want thousands of ready-made tools for real-time web data, competitor tracking and lead generation, wired into their apps.
Bright Data
Best for: Larger data operations that want one infrastructure for searching, crawling and extracting public web data, for people and AI agents alike.
Diffbot
Best for: Developers who'd rather receive the web as structured knowledge than write a parser for every site they touch.
Oxylabs
Best for: Data teams collecting at any scale who want scraping APIs built for AI work alongside a big premium proxy network.
ScraperAPI
Best for: Developers who want one simple API call to collect data from public websites, with proxies and browsers handled behind it.
Scrapfly
Best for: Builders who want one API key covering managed Chromium, residential proxies, screenshots and structured extraction for scrapers and AI agents.
SerpApi
Best for: Anyone whose real need is search results, returned in real time as parsed, structured data rather than raw pages.
WebScrapingAPI
Best for: Getting HTML or JSON back from a single URL request, with proxy rotation, retries and JavaScript rendering run for you.
ZenRows
Best for: AI agent builders and data teams who want fetch, extract, crawl and batch jobs from one web data layer.
Zyte
Best for: Companies weighing in-house scraping against a managed service, since it pairs an AI-powered platform with a data delivery team.
Who each one is built around
Read the ten vendors' own descriptions side by side and five of them mention AI agents, not only developers writing scripts. That matters if you're building a scraper for a classic data pipeline, because the newest features may be aimed at somebody else.
Want AI doing the heavy lifting in your marketing?
I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.
You only need search results. SerpApi is focused on returning search engine results as structured data, which is a narrower job than general scraping and often a simpler one. My list of search results APIs goes deeper on that corner.
You're feeding an agent. ZenRows and Scrapfly both pitch themselves at AI agents as well as data teams, so start your trial there if a model is the main consumer of what you collect.
You'd rather not maintain scrapers at all. Zyte offers a data delivery team alongside its platform, and Apify leans on a big library of ready-made tools. Both reduce how much code you own.
You want knowledge, not pages. Diffbot frames its whole product around turning the raw web into structured knowledge, which suits research and enrichment work.
What robots.txt does and doesn't tell you
Anyone buying a scraping API should understand one basic file. The IETF's RFC 9309, the document that sets out the Robots Exclusion Protocol, says robots.txt rules are requests that crawlers are asked to honor, and that they aren't a form of access authorization.
In plain terms, robots.txt is a site owner telling crawlers what they'd like, written in a standard way. It isn't a permission slip, and a list of tools can't answer questions about what you collect. It's worth reading what the standard says before you point any API at a site, and it's useful background if you also run a site of your own and want to see which AI crawlers are visiting you.
Running a fair trial
I've been in marketing for 23 years, and the most common mistake I see with data tools is trialling each one on a different page. Pick a small sample of the real URLs you need, run the same sample through two or three APIs, and compare what comes back.
- How often a request comes back empty or incomplete.
- Whether the output arrives in the shape your code expects.
- How long a batch takes when you run it the way you'd run it in production.
- What the documentation and support are like when something goes wrong.
Keep the test boring and repeatable. The vendor whose results you can predict is usually the one you'll still be happy with in six months.
My advice if you're leaving ScrapingBee
Don't switch because a homepage sounds more exciting. Switch because one specific part of your workflow is painful and a new API fixes that part on your own URLs. Decide your output first, shortlist two or three tools that match it, and run the same small test through each. If the results are close, stay where your code already works. If one is clearly better on your pages, that's your answer.
Do you make web scraping APIs or data collection tools? Tool makers can ask to be considered for a featured place on this list.
Want your tool on this list? Featured spots and reviews here are paid partnerships. Here's how to partner with me.
Frequently asked questions
What should I compare when choosing a ScrapingBee alternative?
Start with the output you need, such as raw HTML, structured JSON, search results or clean text for AI, then compare reliability on your own URLs, documentation and how each tool handles scale.
Are scraping APIs and proxy providers the same thing?
Not quite. Some vendors sell proxies with a scraping API on top, others sell an API and handle proxies behind it, and some focus on structured data or search results. Check which part you're getting.
Does robots.txt give permission to scrape a site?
The IETF's RFC 9309 says robots.txt rules are requests that crawlers are asked to honor and are not a form of access authorization.
Is this list ranked?
No. The tools are in no particular order and sorted alphabetically, and every description is the vendor's own claim.
