--- title: Apify Reviews meta\_title: 'Apify Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 573 reviews by the users' company size, role or industry to find out how Apify works for a business like yours. aggregate\_rating: rating\_value: 4.7 review\_count: 573 scale: '5' date\_modified: '2026-08-11' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- ### Apify Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Apify's platform **incredibly easy to use** , streamlining workflows and saving time on agent creation. [(184 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830034&qs=pros-and-cons#reviews) Users love the **unique and diverse features** of Apify, making web scraping easy and efficient for all skill levels. [(113 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829608&qs=pros-and-cons#reviews) Users appreciate the **scraping efficiency** of Apify, which simplifies data extraction and saves considerable time. [(113 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830178&qs=pros-and-cons#reviews) Users benefit from **seamless automation** with Apify, significantly enhancing their marketing research efficiency and insights. [(109 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830309&qs=pros-and-cons#reviews) Users commend the **easy integrations** of Apify, seamlessly connecting workflows with minimal setup and maximum efficiency. [(79 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830915&qs=pros-and-cons#reviews) Users express concerns over **pricing issues** , preferring outright purchases and requesting lower prices and discount options. [(88 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829809&qs=pros-and-cons#reviews) Users wish for **lower prices** and options to purchase scrapers outright instead of ongoing subscriptions. [(87 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829743&qs=pros-and-cons#reviews) Users experience a **steep learning curve** with Apify, making it challenging for beginners to adapt effectively. [(58 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1831571&qs=pros-and-cons#reviews) Users encounter a **steep learning curve** with Apify, making it challenging for beginners to adapt effectively. [(51 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830378&qs=pros-and-cons#reviews) Users face a **steep learning curve** on Apify, making it challenging for beginners to fully utilize the platform. [(31 mentions)](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829434&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Apify ##### 1. Ease of Use Users find Apify's platform **incredibly easy to use** , streamlining workflows and saving time on agent creation. [ See 184 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830034&qs=pros-and-cons#reviews) See Related User Reviews ![Imtiaz A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Imtiaz A.") IA Imtiaz A. Small-Business (50 or fewer emp.) 5.0/5 "Effortless Data Scraping with Apify" What do you like about Apify? I find Apify easy to use and very quick for scraping thousands of records. The free trial for most of the apps is very helpful for me. The initial set ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Effortless Web Scraping with Apify" What do you like about Apify? I use Apify to get LinkedIn posts, which helps save time and allows me to focus on more important things. I appreciate its ease of use and the variety ##### 2. Features Users love the **unique and diverse features** of Apify, making web scraping easy and efficient for all skill levels. [ See 113 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829608&qs=pros-and-cons#reviews) See Related User Reviews ![Imtiaz A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Imtiaz A.") IA Imtiaz A. Small-Business (50 or fewer emp.) 5.0/5 "Effortless Data Scraping with Apify" What do you like about Apify? I find Apify easy to use and very quick for scraping thousands of records. The free trial for most of the apps is very helpful for me. The initial set ![Victor Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Victor Z.") VZ Victor Z. Small-Business (50 or fewer emp.) 4.5/5 "Prebuilt Actors Make Data Collection Fast and Code-Light" What do you like about Apify? There are many pre built actors for common platforms like Google Maps, Amazon, LinkedIn, and others. I can often start collecting data without writing ##### 3. Scraping Efficiency Users appreciate the **scraping efficiency** of Apify, which simplifies data extraction and saves considerable time. [ See 113 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830178&qs=pros-and-cons#reviews) See Related User Reviews ![Imtiaz A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Imtiaz A.") IA Imtiaz A. Small-Business (50 or fewer emp.) 5.0/5 "Effortless Data Scraping with Apify" What do you like about Apify? I find Apify easy to use and very quick for scraping thousands of records. The free trial for most of the apps is very helpful for me. The initial set ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Effortless Web Scraping with Apify" What do you like about Apify? I use Apify to get LinkedIn posts, which helps save time and allows me to focus on more important things. I appreciate its ease of use and the variety ##### 4. Automation Users benefit from **seamless automation** with Apify, significantly enhancing their marketing research efficiency and insights. [ See 109 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830309&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Powerful Web Scraping and Scalable Cloud Automation" What do you like about Apify? Apify offers a very complete ecosystem for web scraping and automation. The platform provides a large catalog of ready-made actors, which reduces setu ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 5.0/5 "Efficient and Scalable Web Data Automation for Business Insights" What do you like about Apify? Apify’s platform is intuitive, well-organized, and powerful. Setting up Actors, configuring inputs, and managing datasets is straightforward, and the ##### 5. Easy Integrations Users commend the **easy integrations** of Apify, seamlessly connecting workflows with minimal setup and maximum efficiency. [ See 79 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830915&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Powerful Web Scraping and Scalable Cloud Automation" What do you like about Apify? Apify offers a very complete ecosystem for web scraping and automation. The platform provides a large catalog of ready-made actors, which reduces setu ![Julian M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Julian M.") JM Julian M. Small-Business (50 or fewer emp.) 4.5/5 "Easy to Implement and Scales Connections Across Multiple Solutions" What do you like about Apify? It helps us connect with multiple solutions at scale. ### 5 Cons or Disadvantages of Apify ##### 1. Pricing Issues Users express concerns over **pricing issues** , preferring outright purchases and requesting lower prices and discount options. [ See 88 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829809&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Effortless Web Scraping with Apify" What do you dislike about Apify? Sometimes the actors are not maintained, there's bugs, and they're kind of expensive. ![Victor Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Victor Z.") VZ Victor Z. Small-Business (50 or fewer emp.) 4.5/5 "Prebuilt Actors Make Data Collection Fast and Code-Light" What do you dislike about Apify? If I run large scale scraping jobs or many actors in parallel, compute costs increase quickly. It is scalable, but not cheap at volume. ##### 2. Expensive Users wish for **lower prices** and options to purchase scrapers outright instead of ongoing subscriptions. [ See 87 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829743&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.5/5 "Effortless Web Scraping with Apify" What do you dislike about Apify? Sometimes the actors are not maintained, there's bugs, and they're kind of expensive. ![Victor Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Victor Z.") VZ Victor Z. Small-Business (50 or fewer emp.) 4.5/5 "Prebuilt Actors Make Data Collection Fast and Code-Light" What do you dislike about Apify? If I run large scale scraping jobs or many actors in parallel, compute costs increase quickly. It is scalable, but not cheap at volume. ##### 3. Learning Difficulty Users experience a **steep learning curve** with Apify, making it challenging for beginners to adapt effectively. [ See 58 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1831571&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Powerful Web Scraping and Scalable Cloud Automation" What do you dislike about Apify? The pricing model can become restrictive for intensive or long-running tasks, especially for small teams or individual users. Some actors require fine ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 5.0/5 "Efficient and Scalable Web Data Automation for Business Insights" What do you dislike about Apify? Steep learning curve for beginners Limited built-in data cleaning Debugging and error logs can be confusing Mobile management is clunky Hi ##### 4. Learning Curve Users encounter a **steep learning curve** with Apify, making it challenging for beginners to adapt effectively. [ See 51 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1830378&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Powerful Web Scraping and Scalable Cloud Automation" What do you dislike about Apify? The pricing model can become restrictive for intensive or long-running tasks, especially for small teams or individual users. Some actors require fine ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 5.0/5 "Efficient and Scalable Web Data Automation for Business Insights" What do you dislike about Apify? Steep learning curve for beginners Limited built-in data cleaning Debugging and error logs can be confusing Mobile management is clunky Hi ##### 5. Steep Learning Curve Users face a **steep learning curve** on Apify, making it challenging for beginners to fully utilize the platform. [ See 31 mentions ](https://www.g2.com/products/apify/reviews?filters%5Bsentiment_snippet%5D=1829434&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Powerful Web Scraping and Scalable Cloud Automation" What do you dislike about Apify? The pricing model can become restrictive for intensive or long-running tasks, especially for small teams or individual users. Some actors require fine ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 5.0/5 "Efficient and Scalable Web Data Automation for Business Insights" What do you dislike about Apify? Steep learning curve for beginners Limited built-in data cleaning Debugging and error logs can be confusing Mobile management is clunky Hi ![ryan c.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ryan c.") RC ryan c. Technical Service Engineer @ Telefónica Tech | Creator of Nydar - Multi-Asset Trading Platform Small-Business (50 or fewer emp.) 3/27/2026 "Best-in-Class Scraping Platform with a Stellar Actor Ecosystem and Deployment Pipeline" 5/5 What do you like best about Apify? The Actor ecosystem and deployment pipeline are best-in-class. I can go from an idea to a production-ready web scraper or automation tool in under an hour, publish it to the Apify Store, and have it running immediately on managed infrastructure with built-in proxy rotation, scheduling, and storage. The platform takes care of the painful parts of scraping at scale proxy management, browser orchestration, rate limiting, and retry logic so I can stay focused on the actual extraction logic. The pay-per-result pricing model for Store actors is a genuine differentiator: it lets me monetize the tools I build while giving users a low-friction way to try them. The API and SDK are well-documented and consistent, and the recently added MCP server support makes it trivial to plug scrapers into AI agent workflows. I run 80+ actors and MCPs on the platform, and reliability has been solid. Review collected by and hosted on G2.com. What do you dislike about Apify? The build system can be frustrating — when a deployment fails, the error messages are often vague and don't point you to the actual problem. Debugging a failed Docker build on the platform sometimes means pushing multiple trial-and-error commits just to get a useful stack trace. The Store discovery algorithm is also opaque; it's hard to understand why some actors rank well and others with better SEO and more users don't. Pricing transparency for platform compute could be improved — estimating costs for a new actor before running it at scale requires a lot of guesswork. The web IDE is underpowered compared to local development, and the dashboard UI can feel sluggish when managing a large portfolio of actors. Minor gripe: the documentation sometimes lags behind SDK changes, so you occasionally find examples that use deprecated patterns. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? Apify eliminates the entire infrastructure burden of running web scrapers and data pipelines at scale. Before Apify, maintaining scraper infrastructure meant managing headless browser pools, rotating proxies, handling IP bans, and babysitting cron jobs on VPS instances — all of which broke constantly and ate up time that should have gone toward building the actual product. Now I deploy an actor and the platform handles orchestration, scaling, storage, and monitoring. The Apify Store turned scraping from a cost center into a revenue stream. I build specialized data extraction tools — lead enrichment, contact scraping, compliance searches, review aggregation — and monetize them directly through the Store's pay-per-usage model. That changed the economics entirely: every actor I build is both a tool I use internally and a product that earns while I sleep. The platform also makes it practical to offer data-as-a-service to clients without building custom infrastructure for each one. I can hand a client a Store link or an API endpoint and they're up and running in minutes. For AI and automation workflows, the MCP server integration means my scrapers plug directly into LLM-powered agents, which is where the industry is heading. Apify is the connective tissue between raw web data and the AI tools that consume it. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 6/10/2026 "Apify Makes Web Scraping Simple and Reliable" 5/5 What do you like best about Apify? What I like most about Apify is how quickly it allows you to start collecting data from public websites. The platform offers a large library of ready to use actors, reliable cloud execution, and excellent scalability. It eliminates much of the complexity involved in building and maintaining custom scraping infrastructure, which saves a significant amount of development time. Review collected by and hosted on G2.com. What do you dislike about Apify? The pricing can become expensive as usage scales, especially for large scraping workloads. Some advanced use cases also require familiarity with web scraping concepts, and debugging failed runs can occasionally take time. However, these are relatively minor drawbacks compared to the value the platform provides. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? My overall experience with Apify has been very positive. It is a reliable platform that consistently gets the job done for scraping public websites and automating data collection workflows. The combination of ready made tools, cloud infrastructure, and flexible integrations makes it easy to deploy and scale scraping projects. It has saved me considerable development and maintenance effort compared to managing custom scrapers. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Himanshu J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Himanshu J.") HJ Himanshu J. Founder Information Technology and Services Small-Business (50 or fewer emp.) 3/20/2026 "Apify Makes Python Scraping Easy—and Lets Me Publish Actors" 5/5 What do you like best about Apify? I love Apify because it saves me from having to build scrapers from scratch, and I can write my scrapers in Python, which fits seamlessly into my existing workflow. I also appreciate that I can publish my own Actors to the marketplace and potentially earn from them as well. Review collected by and hosted on G2.com. What do you dislike about Apify? I end up paying for compute time even when a big chunk of that time is just spent waiting for slow pages to load, which feels pretty wasteful. I also can’t always rely on a third-party Actor for sensitive scraping tasks, because I don’t fully control what it’s doing behind the scenes. And for simple, small-scale scraping, it honestly feels like overkill—I’d rather just run my own script. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? Apify takes the burden off my plate when it comes to provisioning servers, managing browser instances, and handling failures. Its structured datasets, built-in export options, and results API make it easy to pull data and plug it straight into my backend or analysis workflow, without having to write a bunch of glue code in between. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 3/25/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Mouad B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mouad B.") MB Mouad B. Automatisation entreprise & BigData Small-Business (50 or fewer emp.) 4/16/2026 "Intuitive Scraping Bypasses Anti-Spam with AI Chatbot and n8n Workflows" 5/5 What do you like best about Apify? It bypasses strong anti-spam protections on websites and lets me scrape useful data for my business. It’s also very intuitive. The pricing is OK for what it does. I also like the AI chatbot, which gives me answers whenever I need them. On top of that, I can use it very easily with N8N to build complex, powerful workflows. Review collected by and hosted on G2.com. What do you dislike about Apify? Sometimes it fails on a few scrapes, but it’s marginal and rare. In some cases, I think the issue is the website I’m scraping rather than Apify. Also, the AI bot sometimes disappears and then comes back the next day. It’s a bit weird, because I need it at times and it’s just not there. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? It helps me get around powerful anti-scraping and bot protections. It’s been useful for the company I run, especially for analyzing website data. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![David P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David P.") DP David P. Consultant Small-Business (50 or fewer emp.) 3/27/2026 "Clean API, Predictable JSON, and Time-Saving Pre-Built Actors" 4/5 What do you like best about Apify? The API is clean and the JSON output is predictable. I connect it to LLMs in minutes without fighting parsers or handling edge cases. Pre-built actors for websites, YouTube, and Spotify save hours compared to building scrapers from scratch. It just works. Review collected by and hosted on G2.com. What do you dislike about Apify? The dashboard UX feels clunky. Finding actors, managing runs, and navigating the platform isn't smooth. I haven't tested deep linking much yet, but it hasn't worked well when I tried. The core functionality is solid even if the interface needs polish. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? We needed structured data from websites for client projects but building custom scrapers took too much time. Now we use Apify to pull data from websites, YouTube, and Spotify in minutes instead of days. The clean JSON output connects directly to LLMs for analysis and automation. We've cut data collection time by hours per project and can deliver enriched datasets to clients faster. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Mayowa O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mayowa O.") MO Mayowa O. Data & AI Engineer Small-Business (50 or fewer emp.) 5/19/2026 "Hassle-Free Scraping Infrastructure with Apify’s Universal Actors" 5/5 What do you like best about Apify? I’ve been building scrapers on Apify as a solo developer for about a year now, and what keeps me here is the infrastructure I don’t have to think about. Proxies, retries, dataset storage, and scheduling are all handled. I run daily scrapes against fintech sites, app stores, and regulator pages for a competitive intelligence product I’m building, and Apify’s universal actors cover most of what I need without me having to write custom code. Review collected by and hosted on G2.com. What do you dislike about Apify? For now, nothing. I am very satisfied with the services and also the prompt attention gotten from the support team Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? I personally have actors I created on the platform, and I also use the platform to perform web scraping and lead extraction at scale. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Surya Vamshi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Surya Vamshi B.") SB Surya Vamshi B. IT development Small-Business (50 or fewer emp.) 3/11/2026 "Apify Twitter Scraper: Unreliable Limits, Unpredictable Results, and Costly Overfetching" 2.5/5 What do you like best about Apify? Easy to set up actors, flexible automation tools, and good integration options for scraping workflows. Review collected by and hosted on G2.com. What do you dislike about Apify? Our experience with Apify’s Twitter scraper started positively, but over time it became extremely disappointing and costly due to multiple issues that directly affected reliability and budget control. 1. Parameters not working as expected Many of the parameters provided by the actor did not behave consistently. Even when we configured limits such as maximum items to fetch, the scraper did not always respect them. This made it very difficult to rely on the actor in a production workflow where predictable behavior is critical. 2. Unnecessary fetching that wasted our budget On several occasions the scraper fetched thousands of tweets even though strict limits were configured. These runs consumed a large amount of resources and unexpectedly increased our costs. What made this worse was that these fetches were not intentionally triggered by us, yet the platform still charged for them. When we raised the issue, there was no meaningful resolution or refund, even though the behavior clearly went beyond the configured limits. 3. Fetching outdated tweets instead of recent ones Another recurring issue was that the scraper frequently returned old tweets instead of the latest ones, even when using options intended to retrieve the most recent results. For time-sensitive workflows this makes the data unreliable. We often saw situations where tweets from the previous day appeared while tweets posted within the last hour were missing entirely. 4. Uncertain and inconsistent scraper behavior The overall behavior of the Twitter scraper felt unpredictable. Identical configurations would sometimes produce completely different results between runs. Some runs would miss relevant tweets, while others would return irrelevant or outdated data. This level of inconsistency makes it difficult to trust the tool for automated systems. While Apify provides a capable platform and a developer-friendly interface, the lack of strict control over limits, unreliable scraping results, and poor cost safeguards created serious operational issues for us. For any system that depends on predictable data collection and controlled spending, these problems can become very costly very quickly. Until stronger safeguards, clearer parameter behavior, and better cost protection mechanisms are implemented, it is difficult to recommend relying on the Twitter scraper for production-critical workflows. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? We want the tweets of several profiles and it helped to scrap tweets at affordable cost Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Cristiano F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cristiano F.") CF Cristiano F. Docente Small-Business (50 or fewer emp.) 3/28/2026 "Great integration with my stack, powerful, developer-friendly web scraping at Scale" 5/5 What do you like best about Apify? What I like best about Apify is how it combines powerful, scalable web scraping with a clean, developer-friendly workflow. It lets me automate complex data pipelines—like extracting YouTube data at scale—without worrying about infrastructure or maintenance. The combination of ready-made actors, API access, and seamless integrations saves a huge amount of time while still giving me full control when I need it. Review collected by and hosted on G2.com. What do you dislike about Apify? Some actors need fine-tuning, and initial setup can be slightly complex for advanced workflows and scaling needs. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? What I like best about Apify is how it combines powerful, scalable web scraping with a clean, developer-friendly workflow. It lets me automate complex data pipelines—like extracting YouTube data at scale—without worrying about infrastructure or maintenance. The combination of ready-made actors, API access, and seamless integrations saves a huge amount of time while still giving me full control when I need it. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Rokonuzzaman N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rokonuzzaman N.") RN Rokonuzzaman N. SEO Expert Small-Business (50 or fewer emp.) 6/23/2026 "Apify Made Instagram Prospecting at Scale Effortless" 5/5 What do you like best about Apify? I use Apify to scrape Instagram profiles at scale pulling follower counts, engagement, and bio links for DTC brands. That data feeds into my n8n pipeline for enrichment, scoring, and outreach. It replaced manual prospecting entirely. No API, no problem. Review collected by and hosted on G2.com. What do you dislike about Apify? Some actors stop mid-run without a clear error message. Debugging why a scrape failed takes more time than it should. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? I pull hundreds of Instagram profiles per cycle and the success rate stays consistently high. The pre-built actors save serious time I did not have to write a single scraper from scratch. The output is clean JSON that drops straight into n8n without any transformation headache. Scheduling is reliable too — I run recurring scrapes and they fire on time. For someone building automation pipelines, that reliability matters more than any feature list. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Small-Business (50 or fewer emp.) 5/17/2026 "Reliable Platform for Scalable Search and LinkedIn Data Collection" 4/5 What do you like best about Apify? What I like most about Apify is that it makes web data collection scalable and repeatable without forcing us to build everything from scratch. The ready-made actors are especially useful for use cases such as Google Search monitoring, LinkedIn research, lead generation, and competitor tracking. The biggest benefit for us is the time savings. Rather than manually collecting and organizing data, we can automate the process, schedule recurring runs, and export results in formats like CSV, Excel, JSON, or Google Sheets. The API access is also a major plus, since it lets us connect scraped data to our internal workflows and reporting tools. Overall, Apify stands out because it brings flexibility, automation, and usability together in one platform. It helps our team get more consistent data, move through research cycles faster, and scale data collection without adding extra manual effort. Review collected by and hosted on G2.com. What do you dislike about Apify? What I dislike about Apify is that some workflows can still feel quite technical, especially for non-engineering users. Setting up certain actors, configuring inputs properly, choosing the right proxy settings, and understanding usage limits often takes some trial and error. Another downside is that scraper reliability can vary depending on the target website. With sources like Google Search or LinkedIn, changes in page structure, access rules, or rate limits can lead to failed runs or incomplete results. That’s understandable with web scraping, but it still means you need to monitor runs and do occasional troubleshooting. The cost structure can also be hard to predict before running larger jobs. More upfront cost previews, clearer error messages, and more guided setup steps would make the platform easier to use and reduce uncertainty, especially for business users. Review collected by and hosted on G2.com. What problems is Apify solving and how is that benefiting you? Apify helps us solve the challenge of manually collecting and organizing web data from sources like Google Search and LinkedIn. Before using it, these tasks took a lot of repetitive research, copying, cleaning, and formatting. With Apify, much of that work is automated, and we get structured data that’s easier to analyze and put to use. The biggest business benefit for us is improved efficiency. Our team can gather search results, company information, job postings, prospect data, and competitor insights far faster than we could manually. This directly supports lead generation, market research, recruiting intelligence, and competitor monitoring. It also lets us scale our research without adding extra headcount. By scheduling recurring runs and exporting data into tools like CSV, Excel, JSON, or Google Sheets, we can keep information current and make decisions more quickly. Overall, Apify saves time, improves data consistency, and helps our team spend more time on analysis and outreach instead of manual data collection. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ## Top-Rated Alternatives [ ![Bright Data](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bright Data") Bright Data 4.7/5(339) ](https://www.g2.com/products/bright-data/reviews) [ ![Decodo (formerly Smartproxy)](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Decodo (formerly Smartproxy)") Decodo (formerly Smartproxy) 4.6/5(675) ](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) [ ![Oxylabs](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Oxylabs") Oxylabs 4.5/5(425) ](https://www.g2.com/products/oxylabs/reviews) [ View All Alternatives ](https://www.g2.com/products/apify/competitors/alternatives) ##### Categories on G2 [Lead Mining](https://www.g2.com/categories/lead-mining)[Market Intelligence](https://www.g2.com/categories/market-intelligence)[Emerging AI Software](https://www.g2.com/categories/emerging-ai-software) [Lead Mining](https://www.g2.com/categories/lead-mining)[Market Intelligence](https://www.g2.com/categories/market-intelligence)[Emerging AI Software](https://www.g2.com/categories/emerging-ai-software)[Robotic Process Automation (RPA)](https://www.g2.com/categories/robotic-process-automation-rpa)[Data Extraction](https://www.g2.com/categories/data-extraction-tools)[API Marketplace](https://www.g2.com/categories/api-marketplace)[API Development](https://www.g2.com/categories/api-development)[Proxy Networks](https://www.g2.com/categories/proxy-networks) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Top recommended Employer of Record apps for new tech companies](https://www.g2.com/discussions/top-recommended-employer-of-record-apps-for-new-tech-companies)[Best AI agents for reducing manual workload in operations](https://www.g2.com/discussions/what-are-the-best-ai-agents-for-reducing-manual-workload-in-operations)[Which app localization platforms effectively handle rare and complex languages while maintaining translation quality standards?](https://www.g2.com/discussions/which-app-localization-platforms-effectively-handle-rare-and-complex-languages-while-maintaining-translation-quality-standards) [What are the best tools for analyzing marketing performance](https://www.g2.com/discussions/what-are-the-best-tools-for-analyzing-marketing-performance)[Which financial aid software platforms keep application processing time under three months from submission to award?](https://www.g2.com/discussions/which-financial-aid-software-platforms-keep-application-processing-time-under-three-months-from-submission-to-award)[Pros and Cons Details](https://www.g2.com/products/apify/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)