# Best Crowd Testing Tools for Small Business *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* Products classified in the overall Crowd Testing Tools category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Crowd Testing Tools to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Crowd Testing Tools category. In addition to qualifying for inclusion in the Crowd Testing Tools category, to qualify for inclusion in the Small Business Crowd Testing Tools category, a product must have at least 10 reviews left by a reviewer from a small business. ## How Many Crowd Testing Tools Products Does G2 Track? **Total Products under this Category:** 35 ### Category Stats (Jun 2026) - **Average Rating**: 4.37/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: TestGate (+0.45%) - Among all products in this category, TestGate recorded the largest rating increase compared to last month *Last updated: June 18, 2026* ## How Does G2 Rank Crowd Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,500+ Authentic Reviews - 35+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. --- **Sponsored** ### Tricentis qTest Tricentis qTest is a scalable test management solution that integrates with planning, testing, and DevOps tools, like Jira, Selenium, and Jenkins, giving teams a complete, unified view of testing throughout the software development cycle. ItL supports Agile, waterfall, or any hybrid methodology, allowing QA and development teams to approach testing strategically and collaboratively, and to release higher-quality software faster. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1845&secure%5Bdisplayable_resource_id%5D=314&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=314&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=5769&secure%5Bresource_id%5D=1845&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcrowd-testing-tools%2Fsmall-business&secure%5Btoken%5D=70813a386eee822ff45a899049c23c8e6674012e5acddeffff79189ddf9580f6&secure%5Burl%5D=https%3A%2F%2Fwww.tricentis.com%2F%3Futm_medium%3Dcpc%26utm_source%3Dg2clicks%26utm_campaign%3Dna_na_na_ams_en_2026-05%26utmc_placement%3Dsoftware-testing%26utmc_product%3Dna%26utmc_lptype%3Ddefault&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Crowd Testing Tools Products in 2026? ### 1. [Beta Testing](https://www.g2.com/products/beta-testing/reviews) BetaTesting: Enterprise Beta Testing and User Research Platform with Real Human Validation BetaTesting is an enterprise beta testing and user research platform that helps companies launch high-quality products by connecting them with real, verified humans (not AI-generated personas or synthetic users). Its panel of 450,000+ ID-verified, non-anonymous, vetted participants helps product, UX, engineering, and marketing teams gather authentic feedback, validate concepts, run user research and uncover issues before launch. BetaTesting also powers Enterprise Beta Communities, letting companies bring their own trusted users into a private, always-on feedback program. BetaTesting a strong fit for enterprise teams that need defensible, evidence-based research. AI-POWERED INSIGHTS BetaTesting includes a robust suite of AI tools that turn raw feedback into actionable insights: • Test-wide AI insights reporting that identifies themes across all feedback and surfaces positive and negative insights tied to source evidence (quotes, video clips, bug reports, survey responses). • Custom AI guidance to focus insight runs on specific research questions. • Sentiment analysis on the key phrases testers use. • Automatic video transcription with sentiment analysis and key moment detection. • MCP server (coming soon) that lets enterprise teams interact with feedback data, manage tests, and engage their beta community inside Claude, Claude Code, Claude Cowork, ChatGPT, Codex, and other MCP-compatible AI tools. ENTERPRISE FEATURES AND SECURITY BetaTesting is built for enterprise procurement, IT, and security: • SOC 2 Type 2 audited with enterprise-grade security controls. • SSO and SCIM for automated user provisioning and deprovisioning. • Full REST API and webhooks for deep integration into engineering and data workflows. • Custom integrations and "if this, then that" recipes for Salesforce, Jira, Asana, Slack, Tableau, Power BI, Snowflake, BigQuery, Redshift, and more. • Managed support and professional services that extend your research team for study design, moderation, analysis, and reporting. ENTERPRISE BETA COMMUNITY (BRING YOUR OWN USERS) The Enterprise Beta Community lets companies onboard their own trusted testers (customers, employees, advocates) and run a professional, ongoing beta program at scale. Use AI insights to surface what matters across thousands of feedback items, turning one-off tests into always-on product discovery infrastructure. COMMON USE CASES • In-home usage testing (IHUT) for physical and connected products • Ongoing customer feedback programs and beta communities • Beta testing new products and features before launch • User experience research and usability testing, moderated and unmoderated • Concept testing, message validation, and pricing research • Multi-country and multi-market validation • Bug discovery, regression testing, and pre-release QA FLEXIBILITY Test durations range from single sessions to multi-week studies. Recruit using 100+ demographic, behavioral, and interest criteria, or bring your own users. Feedback formats include surveys, usability videos, bug reports, in-app messaging, and open-ended feedback. WHO IT'S FOR BetaTesting serves product managers, UX researchers, designers, engineering leads, QA teams, marketing, and customer experience leaders at startups, growth companies, and Fortune 500 enterprises. It is a trusted alternative to legacy user research platforms for teams that need real human validation, enterprise-grade features, AI-powered analysis, and an ongoing beta community at scale. **Average Rating:** 4.7/5.0 **Total Reviews:** 46 **How Do G2 Users Rate Beta Testing?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.2/10) - **Crowd Testing:** 9.2/10 (Category avg: 9.1/10) - **Test Analysis:** 8.8/10 (Category avg: 8.8/10) - **Feedback Tracking:** 9.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Beta Testing?** - **Seller:** [BetaTesting](https://www.g2.com/sellers/betatesting) - **Company Website:** https://betatesting.com/ - **Year Founded:** 2012 - **HQ Location:** Chicago, US - **Twitter:** @betatesting_com (2,997 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/35500452 (50 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 77% Small-Business, 9% Mid-Market #### What Are Beta Testing's Pros and Cons? **Pros:** - Ease of Use (19 reviews) - Customer Support (11 reviews) - Easy Setup (10 reviews) - Helpful (6 reviews) - Quick Payment (5 reviews) **Cons:** - Insufficient Information (4 reviews) - Complexity (3 reviews) - Unclear Explanation (3 reviews) - Compensation Issues (2 reviews) - Credit Issues (2 reviews) ### What Do G2 Reviewers Say About Beta Testing? *AI-generated summary from verified user reviews* **Pros:** - Users find Beta Testing to be an **easy-to-use platform** for setting up studies and managing participants effortlessly. - Users value the **excellent customer support** provided by Beta Testing, ensuring smooth communication and effective issue resolution. - Users value the **easy setup** of Beta Testing, allowing quick access to studies and participant opportunities. - Users find Beta Testing to be **fast and efficient** , with excellent support and invaluable insights for UX research. - Users appreciate the **quick payment process** of Beta Testing, enjoying fair compensation for their passion in technology testing. **Cons:** - Users express concerns about **insufficient information** regarding review qualifications and clarity on account impact. - Users find the **complexity of the onboarding process** frustrating, with a confusing UI and unclear navigation hindering usability. - Users struggle with **unclear explanations** in Beta Testing, leading to confusion and frustration during setup and navigation. - Users face **compensation issues** due to high processing fees and delayed payments after testing concludes. - Users are frustrated with **high processing fees** and slow payment transfers related to Beta Testing, impacting overall satisfaction. #### What Are Recent G2 Reviews of Beta Testing? **"[Legit Platform for Real Product Testing and Side Income](https://www.g2.com/survey_responses/beta-testing-review-12540935)"** **Rating:** 5.0/5.0 stars *— Pravesh K.* [Read full review](https://www.g2.com/survey_responses/beta-testing-review-12540935) --- **"[Exciting to Help Software Grow Through Beta Testing](https://www.g2.com/survey_responses/beta-testing-review-12833102)"** **Rating:** 5.0/5.0 stars *— Jeffrey B.* [Read full review](https://www.g2.com/survey_responses/beta-testing-review-12833102) --- #### What Are G2 Users Discussing About Beta Testing? - [What is Beta Testing used for?](https://www.g2.com/discussions/what-is-beta-testing-used-for) ### 2. [TestGate](https://www.g2.com/products/testgate/reviews) TestGate by AppTestify is a specialized crowd application testing platform designed to assist development teams in delivering software with increased speed and confidence. This fully managed testing solution allows organizations to assess real user experiences among their target audience, identifying critical issues before they impact end-users. By leveraging a diverse pool of testers, TestGate ensures that applications are rigorously evaluated under various conditions and scenarios. The platform is particularly beneficial for software development teams, quality assurance professionals, and organizations looking to enhance their application quality without incurring excessive costs or delays. TestGate caters to a wide range of use cases, including performance testing, usability assessments, and device compatibility checks. This versatility makes it an essential tool for companies aiming to optimize their software products across different platforms and devices. TestGate stands out in the market due to its extensive network of over 50,000 verified and certified crowd testers, complemented by a dedicated team of more than 100 in-house ISTQB-certified QA engineers. This combination allows for comprehensive testing across more than 350 unique devices, ensuring that applications are tested in real-world environments. The platform’s robust ISO-certified quality management system continuously monitors tester performance and project progress against established key performance indicators (KPIs), providing clients with transparent and regular reports. One of the key advantages of using TestGate is its ability to significantly reduce product launch timelines by up to 40%, all while adhering to enterprise-grade quality standards. This efficiency is crucial for organizations that need to remain competitive in fast-paced markets. Additionally, TestGate offers a complete suite of testing services, including performance and load testing, usability testing, and on-demand test automation solutions, covering the entire quality engineering lifecycle. This comprehensive approach ensures that all aspects of application quality are addressed, providing users with a reliable and effective testing solution. Overall, TestGate by AppTestify empowers organizations to enhance their software quality while streamlining the testing process, making it an invaluable resource for teams committed to delivering exceptional user experiences. **Average Rating:** 4.5/5.0 **Total Reviews:** 60 **How Do G2 Users Rate TestGate?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.9/10 (Category avg: 9.1/10) - **Test Analysis:** 9.0/10 (Category avg: 8.8/10) - **Feedback Tracking:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind TestGate?** - **Seller:** [TestGate](https://www.g2.com/sellers/testgate) - **Company Website:** https://testgate.io/ - **Year Founded:** 2018 - **HQ Location:** Bengaluru, Karanatka - **Twitter:** @app_testify (4 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/apptestify (60 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Small-Business, 30% Mid-Market #### What Are Recent G2 Reviews of TestGate? **"[Smooth and reliable testing experience with clear interface](https://www.g2.com/survey_responses/testgate-review-12956112)"** **Rating:** 5.0/5.0 stars *— Boban K.* [Read full review](https://www.g2.com/survey_responses/testgate-review-12956112) --- **"[Easy-to-Use and Reliable Test Management Tool](https://www.g2.com/survey_responses/testgate-review-12951876)"** **Rating:** 5.0/5.0 stars *— Marija K.* [Read full review](https://www.g2.com/survey_responses/testgate-review-12951876) --- #### What Are G2 Users Discussing About TestGate? - [What is AppTestify used for?](https://www.g2.com/discussions/what-is-apptestify-used-for) - 4 comments ### 3. [Test IO](https://www.g2.com/products/test-io/reviews) For more than a decade, Test IO has been a trusted testing partner for hundreds of iconic brands – tightly collaborating to deliver exceptional product experiences to customers around the globe - while also creating professional opportunities for the more than 400k (and growing!) diverse members of our international crowdtesting community. Since joining NYSE: EPAM in 2019, we've aggressively advanced our capabilities across quality engineering and professional testing services - maintaining our longstanding position as a leader in crowdtesting and quality assurance - while also gaining recognition by Gartner as a Leader in Application Testing Services. **Average Rating:** 4.3/5.0 **Total Reviews:** 71 **How Do G2 Users Rate Test IO?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.8/10 (Category avg: 9.1/10) - **Test Analysis:** 8.5/10 (Category avg: 8.8/10) - **Feedback Tracking:** 8.1/10 (Category avg: 8.6/10) **Who Is the Company Behind Test IO?** - **Seller:** [EPAM Systems, Inc.](https://www.g2.com/sellers/epam-systems-inc) - **Year Founded:** 1993 - **HQ Location:** Newburyport, Massachusetts - **Twitter:** @EPAMSYSTEMS (9,431 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/epam-systems/ (65,676 employees on LinkedIn®) - **Ownership:** NYSE:EPAM **Who Uses This Product?** - **Top Industries:** Retail, Computer Software - **Company Size:** 58% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of Test IO? **"[Easy to use and efficient](https://www.g2.com/survey_responses/test-io-review-10000573)"** **Rating:** 4.0/5.0 stars *— Wilder M.* [Read full review](https://www.g2.com/survey_responses/test-io-review-10000573) --- **"[Easy to use and efficient](https://www.g2.com/survey_responses/test-io-review-9994514)"** **Rating:** 4.0/5.0 stars *— Verified User in Civil Engineering* [Read full review](https://www.g2.com/survey_responses/test-io-review-9994514) --- #### What Are G2 Users Discussing About Test IO? - [What is test IO used for?](https://www.g2.com/discussions/what-is-test-io-used-for) - [What are the key skills of a software tester?](https://www.g2.com/discussions/what-are-the-key-skills-of-a-software-tester) - 1 comment - [What is the role of a software tester?](https://www.g2.com/discussions/what-is-the-role-of-a-software-tester) - [How do you test software functionality?](https://www.g2.com/discussions/how-do-you-test-software-functionality) - 1 comment - [How much can you make on test io?](https://www.g2.com/discussions/how-much-can-you-make-on-test-io) - 1 comment ### 4. [Prolific](https://www.g2.com/products/prolific/reviews) Prolific is helping research teams build a better world with better data. Our platform makes it easy to access high-quality data from 200k+ diverse, vetted participants. **Average Rating:** 4.6/5.0 **Total Reviews:** 202 **How Do G2 Users Rate Prolific?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.6/10 (Category avg: 9.1/10) - **Test Analysis:** 6.7/10 (Category avg: 8.8/10) - **Feedback Tracking:** 7.4/10 (Category avg: 8.6/10) **Who Is the Company Behind Prolific?** - **Seller:** [Prolific](https://www.g2.com/sellers/prolific) - **Company Website:** https://www.prolific.com/ - **Year Founded:** 2014 - **HQ Location:** London, England - **Twitter:** @Prolific (13,812 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5168486 (1,246 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Assistant Professor, Associate Professor - **Top Industries:** Higher Education, Research - **Company Size:** 40% Enterprise, 37% Small-Business #### What Are Prolific's Pros and Cons? **Pros:** - Ease of Use (39 reviews) - Participant Recruitment (29 reviews) - Quality (19 reviews) - Participant Engagement (16 reviews) - Customer Support (12 reviews) **Cons:** - Expensive (13 reviews) - Participant Management (11 reviews) - Limited Features (8 reviews) - Poor Customer Support (7 reviews) - Limited Surveys (6 reviews) ### What Do G2 Reviewers Say About Prolific? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Prolific, enjoying its accessible interface and effective screeners for sampling. - Users appreciate the **large and diverse participant pool** of Prolific, enhancing data quality and study efficiency. - Users value the **high-quality responses** from Prolific, ensuring reliable data for their research needs. - Users value the **speed and ease of participant engagement** in Prolific, enabling efficient and effective recruitment. - Users commend the **excellent customer support** of Prolific, appreciating its helpfulness and responsiveness. **Cons:** - Users find Prolific to be **too expensive** , particularly for smaller projects and limited filtering options. - Users find the **participant pool limited** in certain countries, affecting the feasibility of studies requiring specific demographics. - Users find that Prolific has **limited participant screening features** , lacking diversity in career options for specific demographics. - Users express frustration with **poor customer support** , citing slow responses that hinder resolution of important issues. - Users find the **survey features limited** , wishing for enhancements to improve convenience and functionality. #### What Are Recent G2 Reviews of Prolific? **"[Easy Targeted Research with a Large Pool of Trusted, Insightful Participants](https://www.g2.com/survey_responses/prolific-review-12294313)"** **Rating:** 5.0/5.0 stars *— Michael M.* [Read full review](https://www.g2.com/survey_responses/prolific-review-12294313) --- **"[User-Friendly with Room for Improvement](https://www.g2.com/survey_responses/prolific-review-12177113)"** **Rating:** 5.0/5.0 stars *— Annie B.* [Read full review](https://www.g2.com/survey_responses/prolific-review-12177113) --- ### 5. [Lyssna](https://www.g2.com/products/lyssna/reviews) Lyssna, formerly UsabilityHub, is a remote user research platform that allows you to deeply understand your audience and move in the right direction — fast. With Lyssna, you can set up unmoderated and moderated research studies, recruit participants, and gain insights quickly to inform decision-making from strategy and concept through to design and implementation. The result? Experiences that your users will love. **Average Rating:** 4.5/5.0 **Total Reviews:** 172 **How Do G2 Users Rate Lyssna?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.6/10 (Category avg: 9.1/10) - **Test Analysis:** 8.5/10 (Category avg: 8.8/10) - **Feedback Tracking:** 7.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Lyssna?** - **Seller:** [Lyssna](https://www.g2.com/sellers/lyssna) - **Company Website:** https://www.lyssna.com - **Year Founded:** 2008 - **HQ Location:** Collingwood, Victoria - **Twitter:** @wearelyssna (4,409 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7576117/ (53 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Designer, Senior Product Designer - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 38% Small-Business, 37% Mid-Market #### What Are Lyssna's Pros and Cons? **Pros:** - Ease of Use (57 reviews) - Features (37 reviews) - Easy Setup (30 reviews) - Customer Support (27 reviews) - Intuitive (24 reviews) **Cons:** - Missing Features (18 reviews) - Survey Issues (15 reviews) - Pricing Issues (12 reviews) - Limited Customization (11 reviews) - Expensive (10 reviews) ### What Do G2 Reviewers Say About Lyssna? *AI-generated summary from verified user reviews* **Pros:** - Users find Lyssna to be **very easy to use** , appreciating its intuitive design and accessible support resources. - Users love Lyssna for its **intuitive design and rich features** , making usability testing straightforward and effective. - Users find Lyssna's **easy setup** process highly intuitive, allowing quick use with minimal documentation needed. - Users value the **exceptional customer support** of Lyssna, appreciating quick responses and insightful guidance from the team. - Users find Lyssna **incredibly intuitive** , enabling easy use and collaboration without needing extensive documentation. **Cons:** - Users desire more **customization options** for layouts and features, limiting flexibility in designing tests and navigation. - Users face challenges with **survey issues** like basic logic and a frustrating lack of autosave functionality. - Users struggle with **pricing issues** , finding it unclear and potentially escalating costs for frequent analyses. - Users feel that the platform's **limited customization** restricts their ability to tailor the experience to specific needs. - Users find the **pricing can scale up quickly** , complicating budgeting while seeking to maximize value from Lyssna. #### What Are Recent G2 Reviews of Lyssna? **"[Clean, Intuitive Surveys with Seamless Automation and Fantastic Support](https://www.g2.com/survey_responses/lyssna-review-12981118)"** **Rating:** 4.0/5.0 stars *— Virginia G.* [Read full review](https://www.g2.com/survey_responses/lyssna-review-12981118) --- **"[Clean UI, Strong UX Research Tools, and Best-in-Class AI-to-Support Handoff](https://www.g2.com/survey_responses/lyssna-review-12670602)"** **Rating:** 4.5/5.0 stars *— Verified User in Health, Wellness and Fitness* [Read full review](https://www.g2.com/survey_responses/lyssna-review-12670602) --- #### What Are G2 Users Discussing About Lyssna? - [What is Usability Hub used for?](https://www.g2.com/discussions/what-is-usability-hub-used-for) - 1 upvote ### 6. [Hackrate Ethical Hacking Platform](https://www.g2.com/products/hackrate-ethical-hacking-platform/reviews) Hackrate Ethical Hacking Platform is a crowdsourced security testing solution designed to connect businesses with ethical hackers in order to identify and remediate security vulnerabilities. By leveraging the expertise of a diverse pool of ethical hackers, Hackrate enables organizations to enhance their cybersecurity posture efficiently and effectively. The platform is tailored for businesses of all sizes, from startups to large enterprises, seeking to bolster their security measures. With the increasing frequency of cyber threats, organizations are recognizing the importance of proactive security testing. Hackrate facilitates this by allowing companies to tap into a global network of skilled ethical hackers who can provide insights and solutions to potential vulnerabilities. This collaborative approach not only accelerates the testing process but also enriches the quality of security assessments through varied perspectives and methodologies. One of the key features of Hackrate is its user-friendly interface, which simplifies the onboarding process for both businesses and ethical hackers. Companies can initiate security testing within hours, streamlining the process of vulnerability identification. This rapid deployment is critical for organizations that need to address security concerns promptly, especially in a fast-paced digital landscape. Furthermore, Hackrate offers flexible pricing plans, making it accessible for businesses with varying budgets and security needs. Security and confidentiality are paramount in the realm of cybersecurity, and Hackrate prioritizes these aspects by implementing robust encryption and adhering to industry-standard security protocols. This commitment ensures that sensitive data remains protected throughout the testing process, fostering trust between businesses and ethical hackers. By utilizing Hackrate, organizations can confidently engage in security testing without compromising their data integrity. Overall, Hackrate Ethical Hacking Platform stands out as a comprehensive solution for businesses aiming to enhance their security frameworks. By combining the expertise of ethical hackers with an efficient, secure platform, Hackrate offers a practical approach to identifying and addressing security vulnerabilities, ultimately contributing to a safer digital environment. **Average Rating:** 4.9/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Hackrate Ethical Hacking Platform?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Crowd Testing:** 10.0/10 (Category avg: 9.1/10) - **Test Analysis:** 9.7/10 (Category avg: 8.8/10) - **Feedback Tracking:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Hackrate Ethical Hacking Platform?** - **Seller:** [Hackrate](https://www.g2.com/sellers/hackrate) - **Company Website:** https://www.hckrt.com - **Year Founded:** 2020 - **HQ Location:** Budapest, HU - **Twitter:** @hackrate (363 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hackrate/ (10 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 83% Small-Business, 11% Enterprise #### What Are Hackrate Ethical Hacking Platform's Pros and Cons? **Pros:** - Communication (1 reviews) - Customer Support (1 reviews) - Ease of Use (1 reviews) - Expertise (1 reviews) - Guidance (1 reviews) **Cons:** - Poor Customer Support (1 reviews) - Poor Interface Design (1 reviews) ### What Do G2 Reviewers Say About Hackrate Ethical Hacking Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **supportive communication** from Hackrate's founders, enhancing the collaborative and positive environment. - Users commend the **highly skilled and motivated team** in Hackrate's customer support for their exceptional assistance. - Users appreciate the **ease of use** of Hackrate, with intuitive rules and a responsive support team enhancing their experience. - Users appreciate the **expertise** of Hackrate, benefiting from the founders' real-world knowledge and supportive approach. - Users commend the **motivated and skilled team** at Hackrate, successfully completing multiple cybersecurity projects. **Cons:** - Users experience **poor customer support** due to occasional delays from the small triage team's capacity during high activity periods. - Users find the **poor interface design** of Hackrate makes navigating the platform less intuitive and somewhat frustrating. #### What Are Recent G2 Reviews of Hackrate Ethical Hacking Platform? **"[Private Programs and a Focused Contestant Pool](https://www.g2.com/survey_responses/hackrate-ethical-hacking-platform-review-12959394)"** **Rating:** 5.0/5.0 stars *— Konrád J.* [Read full review](https://www.g2.com/survey_responses/hackrate-ethical-hacking-platform-review-12959394) --- **"[Viewpoint from an ethical hacker](https://www.g2.com/survey_responses/hackrate-ethical-hacking-platform-review-11957612)"** **Rating:** 5.0/5.0 stars *— Verified User in Oil & Energy* [Read full review](https://www.g2.com/survey_responses/hackrate-ethical-hacking-platform-review-11957612) --- #### What Are G2 Users Discussing About Hackrate Ethical Hacking Platform? - [What is Hackrate Bug Bounty Platform used for?](https://www.g2.com/discussions/what-is-hackrate-bug-bounty-platform-used-for) - 1 comment ### 7. [99tests](https://www.g2.com/products/99tests/reviews) 99tests is Testing Platform with 20,000 testers. We help companies in getting 90% Selenium Test Automation Coverage in just one month. 99tests can enable any product to become bug free with crowd testing to find bugs and Test automation for regression testing of Mobile and Web Applications. **Average Rating:** 4.2/5.0 **Total Reviews:** 25 **How Do G2 Users Rate 99tests?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.5/10 (Category avg: 9.1/10) - **Test Analysis:** 8.0/10 (Category avg: 8.8/10) - **Feedback Tracking:** 7.2/10 (Category avg: 8.6/10) **Who Is the Company Behind 99tests?** - **Seller:** [Preenos Technologies Ltd](https://www.g2.com/sellers/preenos-technologies-ltd) - **Year Founded:** 2011 - **HQ Location:** Bangalore, IN - **Twitter:** @99tests (1,765 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/99tests/ (12 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 64% Small-Business, 20% Mid-Market #### What Are 99tests's Pros and Cons? **Pros:** - Automation (5 reviews) - Automation Ease (4 reviews) - Cost Efficiency (4 reviews) - Implementation Ease (4 reviews) - Availability (3 reviews) **Cons:** - Slow Performance (3 reviews) - Testing Difficulties (3 reviews) - Expensive (2 reviews) - Performance Issues (1 reviews) - Performance Lag (1 reviews) ### What Do G2 Reviewers Say About 99tests? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation capabilities** of 99tests, enhancing efficiency and adaptability in quality assurance processes. - Users appreciate the **automation ease** of 99tests, which saves time and enhances app quality effortlessly. - Users value the **cost efficiency** of 99tests, enjoying significant savings while enhancing app quality and flexibility. - Users find 99tests to be **easy to implement** , effectively saving time and money while enhancing app quality. - Users value the **global availability** of 99tests, benefiting from diverse testing services and real-time feedback. **Cons:** - Users experience **slow performance** with 99tests, particularly due to lag and unavailability of testers affecting workflow. - Users face **testing difficulties** due to tester availability and struggles in maintaining the test suite during code changes. - Users feel that the **high cost** of 99tests limits accessibility for more businesses and projects. - Users struggle with **performance issues** due to difficulties in maintaining the test suite amid frequent code changes. - Users often face **performance lag** when using 99tests, leading to frustrating delays and inefficiencies. #### What Are Recent G2 Reviews of 99tests? **"[Broad Test Coverage Without a Large QA Team](https://www.g2.com/survey_responses/99tests-review-12385784)"** **Rating:** 4.0/5.0 stars *— Jeni J.* [Read full review](https://www.g2.com/survey_responses/99tests-review-12385784) --- **"[Good Platform for Flexible Testing Work, but Needs More Consistent Opportunities](https://www.g2.com/survey_responses/99tests-review-10751507)"** **Rating:** 4.5/5.0 stars *— Nitin D.* [Read full review](https://www.g2.com/survey_responses/99tests-review-10751507) --- #### What Are G2 Users Discussing About 99tests? - [What is 99tests used for?](https://www.g2.com/discussions/what-is-99tests-used-for) ### 8. [Testlio](https://www.g2.com/products/testlio/reviews) Testlio’s AI-driven, fully managed crowdsourced testing platform integrates expert, on-demand testers directly into your release process. Ship faster and more confidently everywhere it matters. In any location. On any device. With any payment method. In any language. Powered by LeoAI Engine™, our proprietary intelligence layer, Testlio’s platform combines human expertise with machine intelligence to orchestrate testing, accelerate tester matching (LeoMatch™), streamline test execution, and deliver predictive insights across engagements. The result is faster releases, smarter testing, and consistently exceptional user experiences at a global scale. We’re a fully remote, distributed-by-design company with team members working from over 40 countries. Our freelance testing community is just as global, with vetted experts across 150+ countries, speaking 100+ languages. Each tester is carefully matched to your product, domain, and tech stack through LeoMatch™, ensuring you get the right fit every time. We support more than 20 testing capabilities, including payments, localization, accessibility, and AI. With access to 600k+ devices and 800+ payment methods, we test in-region, in-language, and in context. That’s why leading companies like Amazon, Microsoft, Netflix, NBA, Paramount, PayPal, and Uber rely on Testlio to deliver seamless experiences at scale, collectively serving billions of users. To learn more, visit testlio.com. **Average Rating:** 4.7/5.0 **Total Reviews:** 75 **How Do G2 Users Rate Testlio?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.2/10) - **Crowd Testing:** 8.8/10 (Category avg: 9.1/10) - **Test Analysis:** 8.5/10 (Category avg: 8.8/10) - **Feedback Tracking:** 7.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Testlio?** - **Seller:** [Testlio Inc.](https://www.g2.com/sellers/testlio-inc) - **Company Website:** https://www.testlio.com - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @testlio (2,545 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/testlio/ (891 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager - **Top Industries:** Computer Software, Financial Services - **Company Size:** 40% Mid-Market, 39% Small-Business #### What Are Testlio's Pros and Cons? **Pros:** - Automation (2 reviews) - Helpful (2 reviews) - Automation Ease (1 reviews) - Automation Support (1 reviews) - Capabilities (1 reviews) ### What Do G2 Reviewers Say About Testlio? *AI-generated summary from verified user reviews* **Pros:** - Users commend Testlio for its **reliable automation** experts who adapt seamlessly to changing testing needs. - Users appreciate the **reliable expertise** of Testlio, which adapts seamlessly to evolving testing needs and enhances QA education. - Users value the **seamless automation** provided by Testlio, enhancing reliability as their testing needs scale. - Users commend the **reliability of automation support** in adapting to evolving testing needs with exceptional standards. - Users appreciate the **reliability and adaptability** of Testlio's team, effectively meeting evolving testing needs with exceptional standards. #### What Are Recent G2 Reviews of Testlio? **"[Testlio: A Source for Top-Notch Testers](https://www.g2.com/survey_responses/testlio-review-8770435)"** **Rating:** 5.0/5.0 stars *— Verified User in Media Production* [Read full review](https://www.g2.com/survey_responses/testlio-review-8770435) --- **"[Excellent testing partner with global reach and strong collaboration](https://www.g2.com/survey_responses/testlio-review-7909725)"** **Rating:** 5.0/5.0 stars *— Jitka H.* [Read full review](https://www.g2.com/survey_responses/testlio-review-7909725) --- #### What Are G2 Users Discussing About Testlio? - [Why Testlio?](https://www.g2.com/discussions/why-testlio) - [How can I join Testlio?](https://www.g2.com/discussions/how-can-i-join-testlio) - 1 comment - [Where is Testlio based?](https://www.g2.com/discussions/where-is-testlio-based) - 1 comment - [Is Testlio real?](https://www.g2.com/discussions/is-testlio-real) - 2 comments ### 9. [Centercode](https://www.g2.com/products/centercode/reviews) Centercode is a user testing automation platform that transforms how you collect and analyze pre-release customer feedback. Our delta testing system uses intelligent technology to produce rapid results with minimal time investment. Imagine: continuous, up-to-the-minute customer insights ahead of every release. Centercode offers - Feedback automation, including sentiment-driven feedback forms, smart scoring, and workflows to eliminate the endless hours you spend copying and pasting feedback between tools. - Smart prioritization, which organizes your feedback based on its impact on product success and routes high-priority feedback to relevant teams automatically. - Tester automation, from finding testers to keeping them active in your projects. With fine-grained profiling, automated engagement, and community-building tools, your testers will love your tests as much as they love your product. - Project automation that automatically plans for you, manages tester engagement through machine learning, and distills results in easily digestible scores—ensuring your project’s success. - Turnkey dashboards and reports present robust analytics and scores. Centercode gets everyone speaking the same language and makes it simple to identify areas for improvement, communicate across teams, and demonstrate ROI. - Flexible APIs that enable anyone to create powerful integrations — no developer required. - The highest levels of security, reliability, privacy, and compliance so you can protect your customers and your organization. Centercode is GDPR and CCPA-compliant. 1 in 4 Fortune 100 companies relies on Centercode's powerful, data-centralized platform to bring customers to the product development table. Whether you're a solo act or a full-scale team, Centercode empowers you to create flexible projects, maintain high user participation rates, and produce continuous product insights to support high-speed development. **Average Rating:** 4.3/5.0 **Total Reviews:** 108 **How Do G2 Users Rate Centercode?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Crowd Testing:** 9.1/10 (Category avg: 9.1/10) - **Test Analysis:** 8.5/10 (Category avg: 8.8/10) - **Feedback Tracking:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Centercode?** - **Seller:** [Centercode](https://www.g2.com/sellers/centercode) - **Year Founded:** 2001 - **HQ Location:** Laguna Hills, CA - **Twitter:** @Centercode (1,830 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/80750/ (59 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consumer Electronics, Computer Software - **Company Size:** 44% Enterprise, 33% Mid-Market #### What Are Recent G2 Reviews of Centercode? **"[Effortless Results and Feedback Submission](https://www.g2.com/survey_responses/centercode-review-11919785)"** **Rating:** 4.0/5.0 stars *— Jean-Marc P.* [Read full review](https://www.g2.com/survey_responses/centercode-review-11919785) --- **"[The most comprehensive customer engagement and feedback platform...](https://www.g2.com/survey_responses/centercode-review-8719263)"** **Rating:** 5.0/5.0 stars *— Chris M.* [Read full review](https://www.g2.com/survey_responses/centercode-review-8719263) --- #### What Are G2 Users Discussing About Centercode? - [What do you like most about Centercode for beta testing, and what challenges have you faced?](https://www.g2.com/discussions/what-do-you-like-most-about-centercode-for-beta-testing-and-what-challenges-have-you-faced) - [What is Centercode used for?](https://www.g2.com/discussions/what-is-centercode-used-for) - 1 comment ## What Is Crowd Testing Tools? [Development Software](https://www.g2.com/categories/development) ## What Software Categories Are Similar to Crowd Testing Tools? - [Software Testing Tools](https://www.g2.com/categories/software-testing) - [User Research Tools](https://www.g2.com/categories/user-research) - [Penetration Testing Tools](https://www.g2.com/categories/penetration-testing-tools) --- ## What Are the Most Common Questions About Crowd Testing Tools? *AI-generated · Last updated: June 3, 2026* ### Which Crowd Testing Tools offer both moderated and unmoderated testing options so teams can choose depth based on feature maturity Based on G2 reviews, these crowd testing tools are commonly used for flexible testing and feedback workflows. - [Beta Testing](https://www.g2.com/products/beta-testing) — targeted studies with manual participant selection. - [Lyssna](https://www.g2.com/products/lyssna) — unmoderated design tests with fast setup. - [Global App Testing](https://www.g2.com/products/global-app-testing) — exploratory and test case execution support. - [TestGate](https://www.g2.com/products/testgate) — structured app testing with centralized insights. ### Finding Crowd Testing Tools that deliver usability feedback and bug reports within days instead of weeks of test execution According to verified users, buyers looking for fast turnaround in crowd testing tools should focus on platforms that make test setup simple, recruit participants quickly, and return organized feedback without heavy manual cleanup. Across recent reviews, speed shows up in a few recurring ways: fast access to tester pools, quick collection of real-world feedback, rapid bug reporting, and workflows that help teams analyze responses or route issues into development tools faster. Reviewers also note that fast results are most useful when paired with clear reporting, participant targeting, and enough structure to separate meaningful usability findings from lower-value feedback. In practice, teams value quick insights most during release validation, early feature checks, and pre-launch bug discovery. ### Crowd Testing Tools connecting software teams with diverse testers across devices and regions to catch platform-specific bugs before launch According to verified users, crowd testing tools are especially valuable when teams need broader device, geography, and user-profile coverage than internal QA can provide. Recent reviews repeatedly mention access to testers across different devices, operating systems, locations, and real-life usage conditions as a key advantage. That wider coverage helps surface compatibility issues, usability gaps, and bugs that may not appear in a controlled internal environment. Buyers also highlight the value of demographic targeting and participant screening when testing specific audiences or product scenarios. For teams preparing launches, release certification, or major feature updates, reviewers describe this diversity as useful for finding edge cases earlier and reducing the chance that platform-specific issues reach production. ### What should buyers look for in crowd testing platforms According to verified users, buyers evaluating crowd testing platforms should look for a few practical strengths: access to relevant testers, coverage across devices and regions, clear bug reporting, and an easy way to turn raw feedback into actions for product or QA teams. Recent reviews also emphasize support quality, simple test setup, participant screening, and dashboards or summaries that reduce manual analysis. Integrations matter when teams want findings to flow into existing workflows, while reporting quality matters when fast decisions are needed before release. Buyers should also watch for common limitations mentioned in reviews, such as uneven tester quality, slower follow-up, limited integrations, or reporting flexibility that may not fit every team’s process. ### How do teams use Crowd Testing Tools for bug tracking G2 reviewers mention that teams use crowd testing tools for bug tracking by centralizing findings from external testers and moving validated issues into product or engineering workflows. In recent reviews, buyers describe value in structured bug logging, screenshot attachments, duplicate linking, severity context, and dashboards that make issues easier to review. Some teams specifically call out integrations with tools like Jira or Slack because they help route findings faster and keep developers aligned with QA or security teams. The broader pattern is that bug tracking works best when reports are organized, triage is efficient, and teams can separate critical defects from noise. That combination helps shorten release cycles, improve prioritization, and reduce time spent managing fragmented feedback.