Best Apify Alternatives for Review Scraping: When a Simple Export Tool Wins

The best Apify alternative depends on your job. Choose ExtractBeagle when you need reviews from G2, Trustpilot, Capterra, or Yelp in a CSV file. Choose Apify when you need data from more websites, custom tools, scheduled jobs, or a direct connection to other software.

Apify does not require code for every job. Its own manual Actor guide shows a process that does not use code. Apify asks you to select and set up an Actor. An Actor is an Apify tool that collects data. ExtractBeagle gives you one process for its supported review sites: enter a page address and get a CSV file.

The wrong tool can add work. A broad platform can make a simple review export slower. You must select an Actor, set it up, and test its cost. A simple export tool can also be the wrong choice. It can stop a larger project when the team needs other sites, scheduled jobs, or custom rules.

Quick decision: ExtractBeagle or Apify?

Choose ExtractBeagle if:

• You need G2, Trustpilot, Capterra, or Yelp reviews.
• You already have the review page address.
• You want a CSV file instead of a broad data platform.
• You want to test the workflow with free extension credits.
• You prefer one purchase to a paid monthly plan.
• You do not need to manage Actors, connection services, file storage, or job settings.

Choose Apify if:

• You need a site that ExtractBeagle does not support.
• You need software access, schedules, automatic updates, connections to other tools, or custom code.
• You want to select or build a data collection tool for a special process.
• You need control over connections, memory, file storage, or file types.
• You can test and maintain a separate process for each Actor.
• The lowest price for each result matters more than setup time.

One product is not better for every job. Choose the product that fits the work.

What review export buyers care about

People who search for an Apify alternative do not all have the same goal. A software developer who builds an automatic data process needs more controls. A marketer who needs 2,000 competitor reviews in Google Sheets can need fewer controls.

For the second group, the evidence points to seven buying criteria.

1. Time to a usable export. Apify documents four manual steps. Choose an Actor, set it up, wait for the job, and export the results. A Capterra review page for Apify also includes user concerns about Store choice and setup. The practical question is not “Can this collect data?” It is “How soon will I have the required CSV file?”
2. Confidence in the selected tool. Apify has multiple community Actors for the same source. Different people maintain them. Their setup, update history, and prices can differ. One G2 Reviews Scraper Actor tells users to provide a G2 cookie. It also tells them to use a paid connection service to go beyond the first page. This rule applies to that Actor. It does not apply to every Apify Actor.
3. Predictable cost. Some Apify Actors charge for each action or result. Others charge for the computer resources that they use. Costs can include data transfer, file storage, and connection services. Apify says that a test is the easiest way to learn an Actor's cost. See Apify pricing and Apify billing.
4. A test before payment. Apify provides a free plan. ExtractBeagle provides free extension credits. You can inspect a CSV file before you buy a larger pack.
5. Structured data in a familiar file. The result must support the next task. Apify can export several formats. ExtractBeagle focuses its data extraction on CSV fields such as review text, rating, date, and reviewer data when the source provides them.
6. A tool that fits one job. Current comparison pages group products by their purpose. Examples include Google Maps data, sales data, website checks, or tools for developers. This supports a choice based on the job, not on the number of features.
7. Permission to collect and use the data. A tool does not make every collection or use lawful. Check the source terms, your authorization, and the laws that apply to your use. Apify also places compliance duties on users in its terms.

These priorities come from official product documents, current search results, independent reviews, and direct user discussions. They show what can affect a purchase. They are not a survey of all customers who export reviews.

Best Apify alternatives for review scraping

Tool	Best fit	How you set it up	What you get	Main limit
ExtractBeagle	G2, Trustpilot, Capterra, and Yelp review exports	Review page address, review count, job, CSV file	CSV	Narrower source coverage and fewer platform controls
Browse AI	A visual data tool or website check for a site that ExtractBeagle does not support	Train a browser robot	Spreadsheet and automatic processes	You still create and maintain a separate robot for each site
Octoparse	Visual data collection across many sites	Select a ready template or build a process	CSV, Excel, and other exports	More setup choices than a review export tool
Thunderbit	Data collection in a browser for common review pages	Use a browser extension and a template or AI	Spreadsheet export	Review templates focus on specific sites and may not match every source
Scrapy	A tool that a software team builds and controls	Build and operate the data collector	The developer selects the result	You need software skills and continued maintenance
Apify	A broad platform for data collection and automatic work	Select, configure, or build an Actor	Stored data, file exports, software access, and connections to other tools	More platform and Actor decisions

The entries below explain when each choice earns a place on the list.

1. ExtractBeagle: best for a direct review page to CSV job

ExtractBeagle is the closest alternative when the job is “export reviews from this page.” It has a set process for G2, Trustpilot, Capterra, and Yelp. You provide the review page address and the number of reviews. You then download a CSV file.

The product removes these Apify decisions for supported sites:

1. Search the Actor Store.
2. Compare several Actors for the same source.
3. Learn a different form for each Actor.
4. Decide if you need a special connection or website cookie.
5. Review job records and stored files.
6. Find and export the data.

ExtractBeagle replaces those steps with a page address, a review count, a job, and a CSV file. Fewer setup steps are the main advantage. This matters when setup adds work but does not add value.

ExtractBeagle provides free extension credits. The G2 extension, Trustpilot extension, Capterra extension, and Yelp extension are listed in the Chrome Web Store. The free test lets you check the source, steps, and CSV file before payment. Bulk packs use one prepaid purchase. ExtractBeagle does not require a paid monthly plan.

2. Browse AI: best for a custom review robot without code

Browse AI's review scraper page describes a robot that can collect reviews and check a website for changes. You do not need to write code. This can fit a site that ExtractBeagle does not support.

Choose Browse AI when you need regular website checks and a custom browser robot. Choose ExtractBeagle when it supports the source and you want a direct bulk CSV file. You do not have to train a robot.

3. Octoparse: best for reusable templates without code

Octoparse offers ready templates and a visual builder. Its public examples include reviews and online stores. The current Octoparse pricing page lists a free plan and more than 500 preset templates on its Standard plan. It also lists IP rotation, residential connections, automatic CAPTCHA handling, schedules, and direct software access. These features help business users collect data from more sites without custom code.

Choose Octoparse when a ready template matches the site. You can also choose it when you need a reusable visual process. Choose ExtractBeagle when you do not want to select a template or design a process for a supported review source. See Octoparse templates.

4. Thunderbit: best for AI data collection in a browser

Thunderbit's review scraper collects data from review pages such as Amazon and Etsy in a browser. Thunderbit describes its product as an AI web scraper Chrome extension. Its web extraction guide says that you can describe the data in common words. AI can then suggest the fields. This can help when the source fits a template or when you want AI to select fields.

Complex pages can require more setup. Thunderbit's own guide tells users to select a browser mode for pages that require a login. It also recommends smaller batches for blocked or slow sites. Users may need to load the full page or ask AI to select the fields again after a site changes.

A G2 reviewer reported that infinite scroll did not work well for a large set of data. This is one user report. It does not show that all Thunderbit jobs fail. It does show why you must test the exact review site and review count.

Choose Thunderbit when you want to collect data from several types of pages in your browser. Choose ExtractBeagle when you need many reviews from a supported review site and want the same output process each time.

5. Scrapy: best for software teams that need full control

Scrapy is a free tool for software developers. It gives a technical team full control over how it collects, saves, and sends data.

Choose Scrapy when your team wants to own the code. Do not choose it to reduce technical work. Your team must build and maintain the tool.

Other Apify alternatives for broader scraping jobs

The five options above are the closest choices for review exports. Other tools become useful when you need raw website content, data for AI, large company projects, or automatic work with many steps. These tools produce different results. Compare the result that you need before you compare the number of features.

Tool	Choose it for	Confirmed feature	Why it is not the closest ExtractBeagle substitute
ScraperAPI	Help your own data tool open sites that can block it	Direct software access, location options, browser support, and special connections	It returns page data. You must still build the steps that find and export reviews
Firecrawl	Give website content to search tools or AI tools	It can return page text, links, images, screen images, summaries, and arranged data	It is for general website content, not a fixed review CSV file
Bright Data	Managed website data collection for large jobs	Arranged records, scheduled jobs, CAPTCHA handling, and data file or CSV delivery	It gives more scale and controls than an occasional review export needs
Gumloop	Visual AI tools and research with many steps	Visual processes, website data collection, AI, schedules, connections, and files with sources	You must still define and test the steps that collect review data
n8n	Automatic processes that run on your server or in the cloud	Visual processes, custom code, AI steps, and connections to more than 500 tools	It connects data tools. It does not collect reviews by itself

ScraperAPI: best when you already own the tool that reads each page

ScraperAPI's documents say that the service accepts a target page address and returns the page response. It can open pages that need a browser. It can also use a selected location or a special connection. Its credit documents show that a request can use more credits when a site or feature needs more work.

Choose ScraperAPI when your team already owns a data collection tool but needs help to open some sites. Your team must still build and maintain the rules that find reviews on each page. Do not choose it as a direct page address to review CSV replacement unless you plan to do that work.

Firecrawl: best for website content that feeds search or AI tools

The Firecrawl page collection service can return page text, links, images, screen images, summaries, or arranged data. Its current pricing page includes a free plan and credits that you can buy one time.

Choose Firecrawl when a search tool or AI tool needs clean website content. It can collect websites and return several types of content through a software connection. Choose ExtractBeagle when you need a defined set of reviews from a supported review site. Firecrawl's other file types have value only when your team needs them.

Bright Data: best for managed collection at higher scale

Bright Data's documents say that the service collects arranged data. It can deliver JSON or CSV files through a software connection, an automatic update, or external file storage. Its pricing page lists browser support, managed connections, CAPTCHA handling, large job groups, scheduled jobs, and controls for each job.

Choose Bright Data when you need large jobs, several delivery options, and managed access to sites that block data tools. Choose ExtractBeagle when those features add cost or setup work to an occasional review export.

Gumloop: best for AI research with automatic steps

Gumloop's documents describe visual processes with ready parts and connections to other tools. You do not need code for all tasks. Its AI data tool can search, collect data, arrange results, create files with sources, and schedule research. Gumloop also documents a Google Sheets process for online reviews.

Choose Gumloop when review collection is one step in a larger AI process. For example, it can gather data, select fields, add AI results, and write to Google Sheets. Choose ExtractBeagle when the task ends with a review CSV file and you do not need the extra steps.

n8n: best for technical teams that connect several tools

n8n's official site describes a tool for technical teams that connects many tasks. It supports visual processes, custom code, AI tools, and more than 500 connections. A team can run it on its own server. Its documents explain how it connects applications and software services with little or no code.

Choose n8n when your team needs to connect several services and control where the process runs. Its visual screen and custom code can connect separate data services. It is not a direct alternative for a buyer who wants to paste a supported review page address and receive a CSV file.

Selection criteria for reliable web data

The comparison changes when you need more than one review export. Check these items before you select a website data tool:

• Supported sites: Confirm that the tool supports the exact website, page type, way that it loads more reviews, and required fields. A long list of sites does not prove that the review page you need will work.
• Access to difficult sites: Apify, ScraperAPI, and Bright Data give technical teams controls that can help them open pages that block data tools. A business user who only wants a supported CSV file does not need these controls.
• Setup time and complexity: Count the steps before the first export. Check if you must select a tool, choose fields, set page loading rules, or test special connections. A direct review export needs fewer choices when it supports the site.
• Size and security: Large companies can require several jobs at the same time, activity records, access controls, data rules, and service commitments. An occasional competitor research export does not have the same requirements.
• Cost predictability for a fixed number of records: Compare the total price for the same number of reviews. Check if the price can change because of Actor actions, computer time, connections, file storage, or data transfer.

There is no best Apify alternative for every job. Choose the smallest tool that supports the site, result, controls, and number of repeat jobs that you need.

ExtractBeagle versus Apify: workflow comparison

Apify shows a process without code in its official guide:

1. Sign in and search or browse the Actor Store.
2. Choose an Actor.
3. Enter its settings.
4. Start the run and wait.
5. Check the result and export it.

The ExtractBeagle path for a supported source is:

1. Paste the review page address.
2. Select the review count.
3. Run the job.
4. Download the CSV.

Both processes can work without code. Apify gives you more choices because it serves more jobs. ExtractBeagle removes choices because it serves one narrower job.

ExtractBeagle versus Apify: pricing comparison

Apify has a $0 plan with $5 of monthly use credit. The Starter plan costs $29 per month and includes $29 of use credit. Actor and platform costs use that credit first. Apify bills extra use after the credit is spent.

Store Actors use one of two price methods:

• Pay for each action, such as a job start or returned result.
• Pay for resources, which can include computer time, data transfer, file storage, and connection services.

The selected Actor page states its price method. Apify says that some Actors include platform costs in the action price. Other Actors charge those costs separately. Apify recommends a test job to learn the actual cost. See the Apify pricing page.

ExtractBeagle uses free extension credits and prepaid packs for bulk jobs. You know the pack cost and review allowance before you start. Apify's final cost depends on the selected Actor and the resources used. ExtractBeagle is easier to budget for when it supports the review site.

When ExtractBeagle is a better fit than Apify

ExtractBeagle is a better fit in these cases:

• The job is a supported review export. You need G2, Trustpilot, Capterra, or Yelp reviews, not a general web automation platform.
• You want proof before payment. The free extension credits let a new user test the output.
• You do not want a monthly subscription. ExtractBeagle uses prepaid packs for bulk review jobs.
• You do not want technical setup. You do not select or configure an Actor. Open a supported review page and start the export with one click.
• You do not need more controls. Special connections, cookies, memory, file storage, job records, schedules, and Actor settings would add work instead of value.
• Your next step is a spreadsheet. Your goal is competitor research, review analysis, reporting, or another process that uses a CSV file.
• You need the data soon. You want fewer setup decisions before you receive the CSV file.

The last point defines the target buyer. ExtractBeagle does not promise the largest platform. It gives you fewer decisions between a supported review page and a usable CSV file.

When Apify is a better fit than ExtractBeagle

Apify is the better fit when:

• ExtractBeagle does not support the source.
• You need direct software access, schedules, automatic updates, connections to other tools, or a larger automatic process.
• You need custom filters or controls for a specific source.
• You need several file types or direct access to the stored data.
• Your team wants to build or modify an Actor.
• Your team can evaluate the Actor's requirements and maintain the process.
• A tested Actor gives you the required output and controls.

Apify's larger set of features is an advantage for these jobs. ExtractBeagle does not try to copy it.

How to test an Apify alternative before you commit

Do not compare website data tools only by their feature lists. Test the exact review page and the file that your next task needs.

Use this process:

1. Define the job. Record the page address, required review count, required fields, and file type. For example, require the review text, rating, date, reviewer name, and a CSV file that opens in Google Sheets.
2. Run the same small sample. Use the free plan or test credits. Both products let you run a limited test before payment. Use the same page and target review count.
3. Check if all data is present. Confirm that the tool reaches the required pages and review count. Check if it stops at the first page, repeats reviews, or omits required fields. The cookie warning on the researched G2 Actor shows why you must test the exact source.
4. Check the file. Open the CSV file or stored data. Confirm the field names, dates, ratings, text, character display, and blank values. A completed job has no value if you must repair the data by hand.
5. Record the full price. For ExtractBeagle, use the pack price. For Apify, record the Actor price method and the platform use shown after the test. Apify states that computer time, data transfer, file storage, and connection services can affect cost.
6. Count the setup steps. Record the choices and actions that you need before each repeat job. A broad data platform and a simple review export tool can produce the same data but require a different amount of setup.
7. Test one repeat job. Change the page address and run the steps again. This shows if you can reuse the process or if each page needs new settings.

This test gives you measured setup time and cost. It also helps you avoid a product that has a simple sales page but requires the same manual work as Apify.

Common questions

Does Apify require technical skills?

Apify supports a manual process without code. You still select an Actor, understand its settings, run a test, and check the result. Some Actors can also require special settings, connections, or website cookies.

Does ExtractBeagle have free credits?

Yes. ExtractBeagle provides free extension credits. Use them to check the source, CSV fields, and steps before you buy a bulk pack.

Which product has more predictable pricing?

ExtractBeagle has a simpler price for its supported review jobs. You buy a fixed pack with a fixed review allowance. Apify's cost depends on the selected Actor, its price method, and the resources that the job uses. Apify recommends a test job to learn the actual cost.

Does Apify require a paid subscription?

Apify's free plan includes $5 of monthly use credit. The Starter plan costs $29 per month and includes $29 of use credit. The $29 is not separate from the first $29 of Actor and platform use. Apify bills extra use after you spend the included credit. Some Actors include platform costs in their price. Other Actors charge those costs separately.

Which option is better for one competitor review project?

Use ExtractBeagle when the source is G2, Trustpilot, Capterra, or Yelp and a CSV file meets the requirement. Start with the free extension credits. Use Apify when you need another source, more controls, automatic work, or an Actor that you have already tested.

Is review scraping legal?

There is no single answer for every site, location, set of data, or use. Check the site's terms, your permission, the data type, and the laws that apply. Get legal advice if the use can cause a legal risk.