Best Crowd Testing Tools

How Many Crowd Testing Tools Products Does G2 Track?

Total Products under this Category: 40

Category Stats (Nov 2026)

  • Average Rating: 4.37/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Testlio (+0.09%) - Among all products in this category, Testlio recorded the largest rating increase compared to last month

Last updated: November 10, 2026

How Does G2 Rank Crowd Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,600+ Authentic Reviews
  • 40+ 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.

G2 Grid® for Crowd Testing Tools

G2 Grid® for Crowd Testing Tools plotting products by satisfaction and market presence

Highlighted products: Bugcrowd, Beta Testing, YesWeHack, TestGate, Lyssna, Global App Testing, Cobalt, and Test IO.

Underlying data: [Grid® JSON](https://www.g2.com/categories/crowd-testing-tools/grids.json?focus%5B%5D=bugcrowd&focus%5B%5D=beta-testing&focus%5B%5D=yeswehack&focus%5B%5D=testgate&focus%5B%5D=lyssna&focus%5B%5D=global-app-testing&focus%5B%5D=cobalt-io-cobalt&focus%5B%5D=test-io)

Beta Testing

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: 49

How Do G2 Users Rate Beta Testing?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.2/10 (Category avg: 9.1/10)
  • Test Analysis: 8.9/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Beta Testing?

  • Seller: BetaTesting
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Chicago, US
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 78% Small, 8% Medium

What Do G2 Reviewers Say About Beta Testing?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the easy-to-use platform of Beta Testing, appreciating its intuitive instructions and helpful customer support.
  • Users praise the responsive customer support of Beta Testing, consistently providing helpful answers to inquiries.
  • Users value the easy setup of Beta Testing, facilitating quick access to studies and participant selection.
  • Users find Beta Testing to be extremely helpful with easy instructions and quick support for effective research.
  • Users value the quick payment system of Beta Testing, enjoying fair compensation for their valuable feedback on technology.
Cons
  • Users report insufficient information leading to confusion about qualifications and unclear processes during Beta Testing.
  • Users experience a complex onboarding process with confusing UI, making it challenging to utilize Beta Testing effectively.
  • Users struggle with unclear explanations in Beta Testing, resulting in confusion and frustration during the onboarding process.
  • Users report compensation issues, noting high processing fees and slow payment transfers after completing tests.
  • Users face credit issues due to high processing fees and slow payment transfers, affecting overall satisfaction.

What Are Recent G2 Reviews of Beta Testing?

What Are G2 Users Discussing About Beta Testing?

Bugcrowd

Bugcrowd frees organizations with a low tolerance for risk from chronic talent shortages, noisy tools that breed false positives, and the fear of critical hidden or emerging vulnerabilities. Our SaaS platform provides access to the unlimited capacity and skills of the global ethical hacker/pentester community for deeper, proactive risk reduction and faster regulatory compliance. With 12+ years of experience and 1200+ customers in every industry (including OpenAI, National Australia Bank, Indeed, USAA, Twilio, and CISA), we know what long-term with crowdsourced security looks like.

Average Rating: 4.3/5.0

Total Reviews: 60

How Do G2 Users Rate Bugcrowd?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.1/10 (Category avg: 9.1/10)
  • Test Analysis: 8.8/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Bugcrowd?

  • Seller: Bugcrowd
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    3,858 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 34% Large, 33% Small

What Do G2 Reviewers Say About Bugcrowd?

AI-generated summary from verified user reviews

Pros
  • Users value the high-quality reporting in Bugcrowd, enabling efficient tracking of vulnerabilities and enhanced security posture.
  • Users find Bugcrowd's platform to be easy to use, enhancing their efficiency and overall experience in vulnerability testing.
  • Users value the responsive customer support from Bugcrowd, enhancing their experience with timely assistance and solutions.
  • Users commend Bugcrowd for its consistent and transparent communication, enhancing the overall efficiency of their research experience.
  • Users value the diverse and skilled security research community in Bugcrowd, ensuring high-quality vulnerability findings.
Cons
  • Users express frustration with poor customer support, noting slow response times and inconsistent triaging processes.
  • Users experience slow performance in triage and report validation, leading to frustration and delays in updates.
  • Users experience slow response times and inconsistent triaging, which can lead to frustration and lack of clarity.
  • Users experience inadequate reporting with slow validations and delays, impacting timely resolutions and overall efficiency.
  • Users find the learning curve steep with Bugcrowd, making it challenging for beginners to navigate effectively.

What Are Recent G2 Reviews of Bugcrowd?

YesWeHack

YesWeHack is a leading Offensive Security and Exposure Management platform delivering integrated, API-based solutions to secure organisations’ growing attack surfaces. Its human-in-the-loop model combines Bug Bounty (leveraging a global community of 160,000+ skilled ethical hackers), Agentic Pentest, Exposure Management, and unified Vulnerability Management to deliver agile, exhaustive security testing at scale. Customers include Louis Vuitton, Ferrero, the European Commission, Tencent and L’Oréal Groupe. ISO 27001-certified, CREST-accredited, and EU-hosted with full GDPR compliance.

Average Rating: 4.8/5.0

Total Reviews: 33

How Do G2 Users Rate YesWeHack?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.6/10 (Category avg: 9.1/10)
  • Test Analysis: 9.8/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.7/10 (Category avg: 8.6/10)

Who Is the Company Behind YesWeHack?

  • Seller: YesWeHack
  • Year Founded: 2015
  • HQ Location: Paris, France
  • LinkedIn® Page: www.linkedin.com
    786 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer & Network Security
  • Company Size: 42% Large, 36% Small

What Do G2 Reviewers Say About YesWeHack?

AI-generated summary from verified user reviews

Pros
  • Users celebrate the user-friendly platform of YesWeHack, simplifying security processes while enhancing vulnerability detection.
  • Users commend the superb customer support of YesWeHack, noting their effectiveness and responsiveness in resolving issues promptly.
  • Users appreciate the excellent support team and user-friendly platform of YesWeHack, enhancing their security experience.
  • Users appreciate the high reporting quality of YesWeHack, enhancing trust and identifying vulnerabilities effectively.
  • Users value the high quality of the platform and the exceptional support from YesWeHack's dedicated teams.
Cons
  • Users find the pricing steep, which makes YesWeHack less accessible for smaller organizations.
  • Users find the poor interface design limits tracking capabilities, impacting overall user experience and satisfaction.
  • Users find the limited scope of YesWeHack inadequate for managing a high number of programs effectively.
  • Users note that the missing tracking features hinder YesWeHack's interface, though the team is responsive to feedback.
  • Users find the pricing steep for smaller organizations, limiting accessibility for a broader audience.

What Are Recent G2 Reviews of YesWeHack?

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TestGate

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: 61

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: 9.0/10 (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
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Bengaluru, Karanatka
  • LinkedIn® Page: www.linkedin.com
    50 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 52% Small, 29% Medium

What Are Recent G2 Reviews of TestGate?

What Are G2 Users Discussing About TestGate?

FAQs About Crowd Testing Tools

Generated using AI

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 — targeted studies with manual participant selection.
  • Lyssna — unmoderated design tests with fast setup.
  • Global App Testing — exploratory and test case execution support.
  • 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.

Lyssna

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: 4.4/5.0

Total Reviews: 185

How Do G2 Users Rate Lyssna?

  • Has the product been a good partner in doing business?: 8.8/10 (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
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Collingwood, Victoria
  • LinkedIn® Page: www.linkedin.com
    53 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Designer, UX Designer
  • Top Industries: Information Technology and Services, Design
  • Company Size: 38% Medium, 38% Small

What Do G2 Reviewers Say About Lyssna?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Lyssna, facilitating quick and intuitive research project execution.
  • Users love the intuitive interface and flexible study builder of Lyssna, enhancing their user research experience significantly.
  • Users appreciate the easy setup of Lyssna, enjoying intuitive design and quick implementation for their research tests.
  • Users appreciate the responsive customer support of Lyssna, highlighting its helpfulness and effectiveness in resolving issues.
  • Users find Lyssna's platform to be incredibly intuitive, making user research tasks simple and efficient.
Cons
  • Users express a desire for more customization and features in Lyssna, emphasizing the need for better functionality.
  • Users report survey issues due to backend glitches, limited studies on starter plans, and manual work requirements.
  • Users find pricing issues confusing and limiting, with unexpected costs and restrictions on research capabilities.
  • Users desire more limited customization in Lyssna, wishing for flexible layouts and additional testing options.
  • Users find Lyssna's pricing to be wildly unpredictable, complicating budgeting for research projects and studies.

What Are Recent G2 Reviews of Lyssna?

What Are G2 Users Discussing About Lyssna?

Global App Testing

Global App Testing is a crowdtesting platform that helps companies accelerate their software development lifecycle (SDLC) by providing on-demand software testing services delivered by real users around the world. The platform enables engineering, product, and QA teams to identify bugs, usability issues, and localization problems before release, helping organizations ship high-quality software faster. Through rapid testing cycles with results delivered in as little as 2 to 48 hours, Global App Testing allows teams to validate new features, releases, and digital experiences quickly. This fast turnaround supports agile development teams by reducing bottlenecks in the development process and enabling faster, more confident product launches. Global App Testing is designed for software development teams, product managers, and quality assurance professionals who need scalable testing across multiple devices, regions, and real-world environments. The platform is particularly valuable for companies expanding internationally, offering UX testing, localization testing, and competitor benchmarking that provide actionable insights into how products perform in specific markets. These insights help businesses improve user experience, reduce product risk, and protect revenue during global launches. One of the platform’s key strengths is its global community of over 90,000 professional testers across more than 189 countries. This diverse network enables companies to test applications on real devices, operating systems, and network conditions across global markets. Testers undergo a rigorous selection process, with only the top 3% of applicants accepted, ensuring high-quality feedback and reliable bug reporting. All testing results are also moderated for accuracy and relevance, helping teams quickly prioritize issues and resolve defects. Security and data protection are core priorities for Global App Testing. The company is ISO 27001 certified, demonstrating its commitment to internationally recognized information security standards. As one of the few crowdtesting vendors with ISO 27001 certification, Global App Testing ensures that testing processes, infrastructure, and personnel meet strict security and compliance requirements. By combining crowdtesting, global user insights, and rapid test execution, Global App Testing helps companies improve software quality, reduce release risk, and deliver better digital experiences to users worldwide. The platform provides organizations with the tools and real-world testing coverage needed to confidently scale their products across global markets.

Average Rating: 4.3/5.0

Total Reviews: 67

How Do G2 Users Rate Global App Testing?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Crowd Testing: 8.9/10 (Category avg: 9.1/10)
  • Test Analysis: 8.3/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.6/10 (Category avg: 8.6/10)

Who Is the Company Behind Global App Testing?

  • Seller: Global App Testing
  • Company Website:
  • Year Founded: 2013
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    151 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Medium, 37% Small

What Do G2 Reviewers Say About Global App Testing?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of Global App Testing, highlighting their responsiveness and tailored assistance.
  • Users find Global App Testing to be very easy to use, facilitating quick requests and efficient testing processes.
  • Users value the exceptional support from Global App Testing, highlighting their responsiveness and commitment to client success.
  • Users value the flexibility of Global App Testing, which adapts seamlessly to varying testing needs and schedules.
  • Users value the speedy feedback and efficient testing process of Global App Testing, enhancing their QA experience significantly.
Cons
  • Users experience testing difficulties due to limited communication with testers and challenges in reproducing reported defects.
  • Users face bug issues as defects are often unreproducible and quality feedback varies, affecting project outcomes.
  • Users report frequent software bugs that lead to inconsistent quality and unresponsive project management, affecting overall satisfaction.
  • Users find Global App Testing to be expensive, noting rigid pricing and issues with credit charges.
  • Users find the inefficient review process adds unnecessary effort, leading to delays and irrelevant feedback during testing.

What Are Recent G2 Reviews of Global App Testing?

Cobalt

Cobalt is the pioneer in pentesting as a service (PTaaS) and a leader in continuous offensive security testing grounded in human expertise. The Cobalt Offensive Security Platform spans the full spectrum of offensive security, from targeted, human-led pentesting to high-frequency, AI-driven autonomous security testing. Only Cobalt brings together the four critical elements of modern offensive security: elite human expertise, a context-aware platform, AI-powered orchestration, and the industry's largest dataset of real-world pentest results. Thousands of customers and hundreds of partners rely on Cobalt and its global network of 500+ vetted security experts to continuously identify, prioritize, and remediate exploitable risk with the speed, flexibility, and precision today's organizations require.

Average Rating: 4.5/5.0

Total Reviews: 184

How Do G2 Users Rate Cobalt?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)
  • Crowd Testing: 10.0/10 (Category avg: 9.1/10)
  • Test Analysis: 10.0/10 (Category avg: 8.8/10)
  • Feedback Tracking: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Cobalt?

  • Seller: Cobalt
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    597 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Security Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 52% Medium, 22% Small

What Do G2 Reviewers Say About Cobalt?

AI-generated summary from verified user reviews

Pros
  • Users value Cobalt's efficient pentesting process with organized dashboards and real-time collaboration, enhancing overall productivity.
  • Users value the quick and responsive customer support of Cobalt, enhancing their testing experience with excellent communication.
  • Users praise the ease of use of Cobalt, highlighting its friendly interface for non-technical resources.
  • Users value the excellent communication from Cobalt's support team, appreciating their responsiveness and timely updates.
  • Users value Cobalt’s real-time, detailed reporting, which provides immediate insights and a streamlined pentesting process.
Cons
  • Users find Cobalt to be expensive compared to competitors, raising concerns over its pricing structure and auto-renewal policy.
  • Users feel that Cobalt has a limited scope of audits, impacting efficiency and overall cybersecurity effectiveness.
  • Users find the lack of detail in test cases leads to confusion and a less satisfactory experience.
  • Users find Cobalt's pricing model confusing and prefer a more straightforward payment structure for services.
  • Users experience inaccuracy in audits, causing missed findings and inefficiencies in the pentesting process of Cobalt.

What Are Recent G2 Reviews of Cobalt?

What Are G2 Users Discussing About Cobalt?

Test IO

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.
  • Year Founded: 1993
  • HQ Location: Newburyport, Massachusetts
  • LinkedIn® Page: www.linkedin.com
    69,255 employees on LinkedIn®
  • Ownership: NYSE:EPAM
  • Total Revenue (USD mm): $2,659

Who Uses This Product?

  • Top Industries: Retail, Computer Software
  • Company Size: 58% Medium, 33% Small

What Are Recent G2 Reviews of Test IO?

What Are G2 Users Discussing About Test IO?

Intigriti

Intigriti is the trusted leader in crowdsourced security, empowering the world’s largest organizations to find and fix vulnerabilities before cybercriminals can exploit them. Since 2016, the company has helped its customers reduce risk with the expertise of 125,000+ global security researchers, enabling real-time vulnerability detection and preventing costly breaches. Intigriti's flexible platform offers a full suite of solutions, including Bug Bounty, PTaaS, Focused Sprints, and Live Hacking Events, tailored to your evolving digital needs and delivered through a pay-for-impact model, meaning you only pay for valid vulnerabilities submitted. Our solutions span: - Bug Bounty - Vulnerability Disclosure Programs (VDP) - Focused Sprints - PTaaS - Live Hacking Events - Reward Services With industry-leading triage, commitment to legal compliance, and exceptional customer service, Intigriti is the go-to choice for organizations like Coca-Cola, Microsoft, and Intel to secure their digital assets and stay ahead in a changing world.

Average Rating: 4.7/5.0

Total Reviews: 32

How Do G2 Users Rate Intigriti?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.6/10 (Category avg: 9.1/10)
  • Test Analysis: 8.5/10 (Category avg: 8.8/10)
  • Feedback Tracking: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Intigriti?

  • Seller: Intigriti
  • Year Founded: 2016
  • HQ Location: Antwerpen, BE
  • LinkedIn® Page: www.linkedin.com
    829 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Human Resources
  • Company Size: 59% Medium, 34% Large

What Are Recent G2 Reviews of Intigriti?

Prolific

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: 244

How Do G2 Users Rate Prolific?

  • Has the product been a good partner in doing business?: 9.3/10 (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
  • Company Website:
  • Year Founded: 2014
  • HQ Location: London, England
  • LinkedIn® Page: www.linkedin.com
    1,457 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Assistant Professor, Associate Professor
  • Top Industries: Research, Higher Education
  • Company Size: 43% Small, 36% Large

What Do G2 Reviewers Say About Prolific?

AI-generated summary from verified user reviews

Pros
  • Users highlight the user-friendly interface of Prolific, making it easy to engage with and navigate the platform.
  • Users appreciate the large pool of trusted participants on Prolific, facilitating targeted and efficient research studies.
  • Users praise Prolific for its high-quality research participants, ensuring reliable data collection and efficiency in recruitment.
  • Users value the high engagement of trusted participants on Prolific, enhancing the quality and reliability of research studies.
  • Users praise Prolific's superior customer support for quick responses and effective issue resolution, enhancing overall satisfaction.
Cons
  • Users find Prolific to be quite costly, especially for smaller projects, impacting affordability and accessibility.
  • Users face difficulties in participant management on Prolific, especially with retention and navigating complex policies.
  • Users find the limited features in Prolific's participant screeners frustrating and in need of improvement.
  • Users often face poor customer support, experiencing slow response times and frustrating account ban issues with Prolific.
  • Users experience limited surveys on Prolific, leading to challenges in collecting diverse and quality data for research.

What Are Recent G2 Reviews of Prolific?

Testlio

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: 78

How Do G2 Users Rate Testlio?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.2/10)
  • Crowd Testing: 8.9/10 (Category avg: 9.1/10)
  • Test Analysis: 8.5/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Testlio?

  • Seller: Testlio Inc.
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    930 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 40% Medium, 40% Small

What Do G2 Reviewers Say About Testlio?

AI-generated summary from verified user reviews

Pros
  • Users appreciate Testlio's automation capabilities, enhancing their quality assurance skills and streamlining testing processes for various projects.
  • Users value the seamless automation provided by Testlio, which adapts effortlessly to evolving testing needs.
  • Users commend the reliable automation support from Testlio, which adapts seamlessly to scaling testing needs.
  • Users appreciate the reliable automation and adaptability of Testlio, ensuring consistent performance as testing needs grow.
  • Users find Testlio's services to be cost-effective, consistently meeting their scaling testing needs without compromising on quality.

What Are Recent G2 Reviews of Testlio?

What Are G2 Users Discussing About Testlio?

UNGUESS

The crowdsourcing platform for effective tests and real insights in UX, Accessibility, Quality and Safety. Whether you are developing a website, a mobile app or a software solution, we support the improvement of user experience, accessibility, quality and security with unparalleled speed and scalability. Engage a real crowd of skilled humans. Get powerful insights and answers at any time needed. With UNGUESS you have much more than a crowdtesting platform: it’s everything your digital solutions deserve, in one place. Learn more: https://unguess.io/

Average Rating: 4.8/5.0

Total Reviews: 27

How Do G2 Users Rate UNGUESS?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.6/10 (Category avg: 9.1/10)
  • Test Analysis: 9.6/10 (Category avg: 8.8/10)
  • Feedback Tracking: 9.7/10 (Category avg: 8.6/10)

Who Is the Company Behind UNGUESS?

  • Seller: UNGUESS
  • Year Founded: 2015
  • HQ Location: Milan, IT
  • LinkedIn® Page: www.linkedin.com
    375 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 41% Large, 33% Small

What Are Recent G2 Reviews of UNGUESS?

Useberry

Useberry is a user testing and product research platform designed to empower teams with actionable insights throughout the product development journey. As a UX/UI research solution, Useberry enables UX researchers, designers, product teams and managers, to validate ideas, refine designs, and optimize user experiences. Whether you're testing early-stage prototypes or improving the information architecture of a live website, Useberry ensures user feedback becomes a central part of your design process. Who is it for? Useberry is built for UX/UI designers, UX researchers, product managers, and innovative product teams who prioritize user-centricity in their work. From global enterprises to startups, organizations of all sizes can use Useberry to gain insights for building intuitive and engaging digital experiences. How does it work? With a wide range of usability testing methods, analytics, and collaboration tools, Useberry allows teams to quickly test their prototypes and live websites and make informed design decisions. Useberry’s integrations with popular design tools like Figma, Sketch, and ProtoPie further streamline the testing process. Key Features: - Prototyping Integrations: Connect seamlessly with leading design platforms (e.g., Figma, Adobe XD, ProtoPie, Sketch) to test and iterate designs effortlessly. - Usability Testing Tools: Conduct comprehensive Live Website and Prototype Usability Testing or use a variety of Useberry research methods such as Open Analytics, Single Tasks, 5-second Tests, and more to build your own study for detailed user feedback. - Information Architecture Studies: Improve your app or website structure with Card Sorting and Tree Testing. - Randomization & A/B Testing: Assigns participants to different study conditions, tasks, or questions which leads to more accurate understanding of user behavior and confident decision-making while reducing biases. - Surveys: Collect detailed qualitative insights using customizable surveys, including multiple-choice, opinion scales, and open-ended questions. - Recruiting Options: Access a large and vetted Useberry participant panel or use sharing links to recruit your own audience directly. - Visual Insights: Heatmaps, user flows, and video recordings reveal how users interact with your designs. - Quantitative Metrics: Measure success with task completion rates, time-on-task data, and miss-click analysis. Why Choose Useberry? Trusted by brands like Microsoft, Logitech, and Samsung, Useberry is a comprehensive solution for UX/UI research and user testing; with a large variety of research methods, advanced features, and effortless participant recruitment to meet the needs of diverse teams and projects. From usability testing to information architecture studies to surveys, Useberry offers all the tools you need to gather meaningful insights. With Useberry reporting and analytics, transform complex data into actionable insights and make confident, user-centered design decisions. Whether you're prototyping, refining designs, or optimizing live websites, Useberry ensures every step of your process is informed by real user feedback.

Average Rating: 4.4/5.0

Total Reviews: 16

How Do G2 Users Rate Useberry?

  • 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: 9.0/10 (Category avg: 8.8/10)
  • Feedback Tracking: 9.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Useberry?

Who Uses This Product?

  • Company Size: 53% Small, 35% Medium

What Do G2 Reviewers Say About Useberry?

AI-generated summary from verified user reviews

Pros
  • Users praise Useberry for its efficient survey management, enabling quick insights and seamless integration with design tools.
  • Users value the user insights provided by Useberry, enhancing their understanding of user behavior across projects.
  • Users find the customer engagement insights from Useberry valuable for understanding respondent interactions in surveys.
  • Users praise the responsive and friendly customer support from Useberry, enhancing collaboration and overall experience.
  • Users appreciate the ease of use of Useberry, enabling efficient usability testing and seamless integration with Figma.
Cons
  • Users find complexity in managing studies independently due to current API limitations, which can hinder overall usability.
  • Users face a limitation with API issues that hinder independent study management, affecting the overall experience.
  • Users find limited features hinder management of studies independently, impacting the overall effectiveness of Useberry.

What Are Recent G2 Reviews of Useberry?

BugBase

BugBase is a Continuous Vulnerability Assessment Platform that conducts comprehensive security operations such as bug bounty programs and next-gen pentesting (VAPT) to assist startups and enterprises in effectively identifying, managing and mitigating vulnerabilities.

Average Rating: 4.5/5.0

Total Reviews: 45

How Do G2 Users Rate BugBase?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.4/10 (Category avg: 9.1/10)
  • Test Analysis: 9.1/10 (Category avg: 8.8/10)
  • Feedback Tracking: 9.4/10 (Category avg: 8.6/10)

Who Is the Company Behind BugBase?

  • Seller: BugBase
  • Year Founded: 2021
  • HQ Location: Singapore, US
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer & Network Security, Computer Software
  • Company Size: 60% Small, 21% Medium

What Do G2 Reviewers Say About BugBase?

AI-generated summary from verified user reviews

Pros
  • Users find BugBase's ease of use impressive, making it ideal for both beginners and experienced bug bounty hunters.
  • Users praise the simple and user-friendly interface of BugBase, making it ideal for newcomers in bug bounties.
  • Users value the enhanced cybersecurity measures of BugBase, ensuring confidentiality and effective vulnerability detection for secure applications.
  • Users appreciate the user-friendly interface of BugBase, making integration and tracking security issues convenient and efficient.
  • Users appreciate the easy integrations of BugBase, making it simple to manage various tools and initiatives.
Cons
  • Users experience slow performance on BugBase, particularly when handling multiple reports or loading extensive dashboards.
  • Users find the pricing expensive compared to competitors, highlighting a need for more flexible options.
  • Users find the difficult setup of BugBase frustrating, especially for those lacking technical expertise or software familiarity.
  • Users face a steep learning curve with BugBase, making it challenging for newcomers to configure advanced features.
  • Users report poor customer support, noting slow response times and a need for better documentation and instruction.

What Are Recent G2 Reviews of BugBase?

TestUnity

TestUnity stands at the forefront of software quality, delivering comprehensive manual and automated testing solutions for web, mobile, and enterprise applications. Our dedicated team of QA engineers blends deep domain expertise with rigorous testing methodologies to help organizations accelerate release cycles while maintaining the highest standards of quality. By combining thoughtful test design with efficient execution, we uncover defects early, reduce risk, and enhance user satisfaction across all platforms. What sets TestUnity apart is our holistic approach to quality assurance. We don’t just test; we partner with you to understand business goals, user expectations, and technical constraints. This enables us to craft tailored testing strategies that align with your product roadmap and release cadence. Our emphasis on collaboration ensures seamless integration with your development teams, enabling continuous feedback, rapid issue resolution, and traceable quality metrics that stakeholders can trust. We offer a broad spectrum of testing services designed to cover every aspect of software reliability and performance: Manual Testing: Thorough, exploratory, and regression-focused evaluation to validate functionality, usability, and accessibility. Automation Testing Services: Scalable test automation frameworks and scripts that boost test coverage, shorten cycle times, and increase repeatability. Functional Testing: End-to-end verification of features against requirements to ensure expected behavior in real-world usage. Regression Testing: Efficient re-validation to catch unintended side effects after changes or enhancements. Performance & Load Testing: Rigorous assessment of responsiveness, stability, and scalability under peak conditions. Mobile App Testing: Compatibility and quality checks across devices, OS versions, and network conditions to ensure a smooth mobile experience. Web Application Testing: Cross-browser and cross-device validation to guarantee consistent performance and UI integrity. Security Testing: Proactive identification of vulnerabilities and robust validation of protective measures to safeguard data and trust. API Testing: Comprehensive validation of endpoints, data contracts, and integration points to ensure reliable communications. Continuous Integration Testing: Integrated quality gates that fit your CI/CD pipeline, enabling automatic, repeatable verification with every build. Partnering with TestUnity means investing in confidence. We deliver high-quality, reliable, and scalable software products that perform consistently in real-world environments. Our tested methodologies, transparent reporting, and metrics-driven approach provide clear visibility into quality progress and risk, empowering you to make informed decisions and release with confidence. If you’re aiming to shorten time-to-market without compromising on quality, or to elevate your product’s reliability and user experience, TestUnity is your strategic QA ally. We customize engagement models to fit your needs—whether you require project-based testing, dedicated QA teams, or embedded testers within your development squads. Let us help you achieve superior software quality, faster feedback, and measurable business outcomes.

Average Rating: 4.5/5.0

Total Reviews: 18

How Do G2 Users Rate TestUnity?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Crowd Testing: 9.5/10 (Category avg: 9.1/10)
  • Test Analysis: 8.8/10 (Category avg: 8.8/10)
  • Feedback Tracking: 8.6/10 (Category avg: 8.6/10)

Who Is the Company Behind TestUnity?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 56% Medium, 39% Small

What Are Recent G2 Reviews of TestUnity?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated March 10, 2026