Best AI Web Scrapers for 2026

Why Use an AI Web Scraper?

Web scraper developers are trying to make their services easier and easier to use. However, for a novice, there are still some obstacles in the way. It’s not just about knowing what you want to scrape. It’s also about setting up the entire infrastructure and tweaking settings.

But with an AI-powered web scraper, you only need to know what you want and have money for the subscription fee. The rest is giving the web scraper instructions in natural language and waiting for the results to drop into your lap. As far as difficulty goes, this is the exact opposite of having to write your own scraper from scratch.

How Did We Choose AI Web Scrapers?

Any developer can talk the talk, but only some can walk the walk. So how does one separate the performance wheat from marketing chaff? By running tests. We test providers when we review them, and we also run larger tests to check the industry’s pulse.

Conveniently, our recent scraper API research touched upon many of the technical aspects that make for a good AI scraper. The test involved 15 popular scraping targets with around 6,000 unique URLs per, first sending two requests per second, then ten. So, to determine the best AI web scraper, we checked which providers offered AI scrapers and then ranked them by their API performance (based on sending two requests per second).

Apify is a special case as it’s more of an app marketplace than a single developer. As such, the results of its scraper varied wildly in both success rates and response times.

Provider	Avg. Success Rate	Avg. Response Time
Decodo	87.09%	15.22 s
Oxylabs	85.82%	16.76 s
ScrapingBee	84.47%	25.46 s
Firecrawl	33.69%	7.92 s
Apify	Varies	Varies

The Best AI Web Scrapers

1. Decodo

AI web scraper with the most robust infrastructure.

Geolocation: 195+ with country filtering.
Pricing model: subscription
Pricing structure: credits
Support: 24/7 award-winning support
Free trial: 3-day trial, 14-day refund
Pricing starts at: $19/mo for up to 38K requests

Decodo’s Web Scraping API is a powerful tool for doing what its title implies. However, if the target-specific templates aren’t enough, you can turn to the AI Parser feature.

First, you enter a URL and choose whether JavaScript is needed. The service then scrapes the page and asks you to enter your natural language prompt for the AI to use in parsing. The final step presents the output in JSON. It also provides parsing instructions you can then use to replicate this process in the Web Scraping API.

Naturally, all of these operations benefit from Decodo’s worldwide proxy infrastructure and experience from running regular scrapers. However, with the addition of AI to the mix, the final product is much easier to use if you don’t have much technical skill.

For more information and performance tests, read our Decodo review.

2. Oxylabs

Most powerful AI-based tools on the list.

Use the code Discount30 to get 30% off.

Geolocation: 195+ countries
Pricing model: subscription
Pricing structure: credits
Support: 24/7 via live chat, dedicated account manager
Free trial: 7-day trial for businesses, 3-day refund for individuals
Pricing starts at: $12/mo for 3K credits

Oxylabs offers a whole slew of AI-based tools in its AI Studio. But for our purposes, the most interesting one is the AI Scraper. As expected, this is an LLM-powered scraper that needs only a URL and some parameters in natural language to scrape.

That applies to JSON, CSV, or TOON outputs. You can provide your own schema as JSON or let the tool generate a schema for you based on natural language instructions. For Markdown and screenshots, you don’t need anything more than a URL.

AI Scraper, like the rest of the AI Studio, is priced by credits. If a request doesn’t need JS rendering, it costs one credit. JavaScript pushes that price up to four. Schema generation and parsed JSON outputs can increase the price further.

For more information and performance tests, read our Oxylabs review.

3. Firecrawl

AI scraper with massive integration options.

Geolocation: 195+
Pricing model: subscription
Pricing structure: credits
Support: email
Free trial: 3-day trial, 14-day refund
Pricing starts at: $19/mo for 3,000 credits ($6.33 CPM)

Firecrawl has several tools that can jockey for the title of AI scraper – Scrape and Crawl are both features that may use prompts. However, the king of that particular mountain is the brand new Agent. It is built for searching and scraping the internet with minimal effort or technical skill.

For this product, you don’t even need to provide a URL, though if you have a specific website in mind, this would naturally help. Additional options include providing a JSON schema to define the output, the choice of model for the Agent to use, and the credit limit. And you can integrate Agent with your AI of choice via MCP.

As a product, it’s priced on the complexity of the task, with harder tasks consuming more credits. There’s also the option to choose what model to use for Agent: Spark 1 Mini is for simple, high-volume extraction tasks, while Spark 1 Pro is for accuracy and dealing with hard-to-find data. All users also get five free runs a day.

4. ScrapingBee

AI web scraper for those with some technical skill.

Geolocation: 195+ with country-level filtering.
Pricing model: subscription
Pricing structure: credits
Support: email, chat (10 AM to 10 PM UTC+2)
Free trial: 1K API calls
Pricing starts at: $49/mo for 250,000 credits

ScrapingBee remains abreast with the newest developments in the scraping field, adding the AI Web Scraping API to its repertoire. It’s exactly what it says on the tin: an API that accepts parsing requests in natural language.

AI Web Scraping API is an added layer on its existing product. If you’re working with the request builder in the backend, you’ll only need to toggle the parameter AI query for a simple natural language request or AI extraction to use a JSON schema. That way, you won’t need to set CSS selectors or XPath by hand. You can still limit the AI scraper to specific CSS selectors with AI Selector.

In our tests, ScrapingBee showed itself well, even if it was on the slower side on average. This doesn’t change the fact that it remains a powerful tool with many options to fine-tune your scraping requests without ever having to write a line of code (if you’re using the dashboard). But if you want to do that, the documentation is detailed and contains many code examples.

For more information and performance tests, read our ScrapingBee review.

5. Apify

A cornucopia of AI web scraper options.

Geolocation: up to 195, depending on the Actor and config
Pricing model: subscription, PAYG
Pricing structure: depends on the Actor
Support: email, chat
Free trial: a free plan with $5 platform credits
Pricing starts at: $29/mo

Apify is not a regular AI scraper developer – instead, it’s a platform where third-party Actors can be bought and sold. The website currently hosts over 19,000 such Actors, some developed in-house. What this means for you is that, with a single sign-up to Apify, you will be able to access a wide variety of tools, including competing Actors aimed at the same target.

When we ran the API tests, the results varied wildly based on target and scraper agent. Some had a very good showing, with over 5 requests per second. Others were slow, down to 0.01 requests per second, and some failed to work. Luckily, if you find an Agent that works for you, they can be integrated not only via APIs, but with various AI compatibility tools like MCP, Google ADK, and LangChain.

With that in mind, Apify can be a platform that will host your AI scraper dream, but it may also produce nothing at all. Good thing the free plan gives some space to try it out! You get a $5 credit. Apify’s rough estimate is that it costs $0.3 to run a single actor with 1 GB RAM for an hour. However, Actor developers set their own pricing schemes, so, for example, you may only be charged for successful responses.