# Prolific vs UserTesting Comparison

| | Prolific | UserTesting | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 237 | 790 | 
| **Largest Market Segment** | Enterprise (41.5% of reviews) | Enterprise (41.9% of reviews) | 
| **Entry Level Price** | No pricing available | Contact Us Per Year | 

---
## Top Pros & Cons

### Prolific

Pros:
- Ease of Use (39 reviews)
- Participant Recruitment (29 reviews)

Cons:
- Expensive (13 reviews)
- Participant Management (11 reviews)

### UserTesting

Pros:
- Ease of Use (90 reviews)
- Helpful (70 reviews)

Cons:
- Missing Features (28 reviews)
- Testing Difficulties (28 reviews)

---
## Ratings Comparison
| Rating | Prolific | UserTesting | 
|---|---|---|
  | **Meets Requirements** | 8.9 (183 reviews) | 8.6 (603 reviews) | 
  | **Ease of Use** | 8.9 (188 reviews) | 8.4 (634 reviews) | 
  | **Ease of Setup** | 8.9 (113 reviews) | 8.6 (300 reviews) | 
  | **Ease of Admin** | 9.1 (34 reviews) | 8.7 (234 reviews) | 
  | **Quality of Support** | 7.8 (153 reviews) | 9.0 (526 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (32 reviews) | 8.8 (229 reviews) | 
  | **Product Direction (% positive)** | 8.7 (183 reviews) | 8.1 (593 reviews) | 

---
## Pricing

### Prolific

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### UserTesting

#### Entry-Level Pricing

Plan: Team-based Unlimited 

Price: Contact Us Per Year

Description: With a team-based unlimited plan, a team, department, or division (defined through a mutually agreed-upon enterprise scope) can run unlimited tests within a Fair Use policy and enjoy full access to the UserTesting platform. It’s ideal for organizations looking to scale experience research across multiple departments and geographies. Predictable contract terms provide budgeting and procurement certainty.

Key Features:
- Global participant panel across 60+ countries
- Enterprise-grade security and compliance (SOC2, ISO 27001, GDPR, HIPPA)
- Test builder and template gallery

[Browse all 2 editions](https://www.g2.com/products/usertesting/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### User Research

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | 6.5/10 | 197 |
| **UserTesting** | 7.5/10 | 466 |

#### User Response Methods

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Survey** | 8.8 (154 reviews) | 7.5 (319 reviews) ✓ Verified | 
| **Video Snippets** | 5.6 (126 reviews) | 8.6 (376 reviews) ✓ Verified | 
| **Video Interview** | 5.4 (122 reviews) | 8.7 (298 reviews) ✓ Verified | 
| **Photo Submission** | 5.7 (124 reviews) | 7.1 (183 reviews) ✓ Verified | 
| **Text/Notes** | 7.2 (135 reviews) | 8.2 (352 reviews) ✓ Verified | 

#### Participant Selection

| Feature | Prolific | UserTesting | 
|---|---|---|
| **In-App** | 6.7 (129 reviews) | 7.4 (126 reviews) | 
| **In-Store** | 4.8 (118 reviews) | 5.5 (81 reviews) | 
| **On-Site** | 5.5 (118 reviews) | 6.9 (107 reviews) | 
| **Recruitment Pool** | 8.2 (145 reviews) | 8.1 (376 reviews) ✓ Verified | 

#### Insights

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Analytics** | 7.0 (127 reviews) | 7.7 (346 reviews) ✓ Verified | 
| **Collaboration** | 6.8 (132 reviews) | 7.7 (312 reviews) ✓ Verified | 
| **Sorting** | 6.5 (126 reviews) | 7.4 (313 reviews) ✓ Verified | 

#### Generative AI

| Feature | Prolific | UserTesting | 
|---|---|---|
| **AI Text Summarization** | 5.8 (74 reviews) | 6.6 (84 reviews) | 

### Crowd Testing Tools

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | 7.4/10 | 27 |
| **UserTesting** | N/A | N/A |

#### Functionality

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Crowd Testing** | 8.6 (22 reviews) | Not enough data | 
| **Feedback Tracking** | 7.4 (20 reviews) | Not enough data | 
| **Integration** | 7.6 (21 reviews) | Not enough data | 
| **Requirements** | 7.2 (20 reviews) | Not enough data | 
| **Logging** | 6.9 (20 reviews) | Not enough data | 

#### Admin

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Test Analysis** | 6.7 (19 reviews) | Not enough data | 

### Consumer Video Feedback

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | 7.9/10 | 259 |

#### Feedback Source

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Invitation** | Not enough data | 8.0 (114 reviews) | 
| **Survey Link** | Not enough data | 8.3 (132 reviews) | 
| **App** | Not enough data | 8.4 (131 reviews) | 
| **Widget** | Not enough data | 7.7 (83 reviews) | 
| **Recruitment Pool** | Not enough data | 8.3 (155 reviews) | 

#### Feedback Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Media Library** | Not enough data | 7.7 (144 reviews) | 
| **Sorting** | Not enough data | 7.7 (159 reviews) | 
| **Sharing** | Not enough data | 8.2 (177 reviews) | 
| **Privacy** | Not enough data | 8.2 (162 reviews) | 

#### Insights

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Human Transcription** | Not enough data | Feature Not Available | 
| **Computer Transcription** | Not enough data | 7.3 (162 reviews) | 
| **Analytics** | Not enough data | 7.7 (173 reviews) | 

#### Agentic AI - Demo Automation

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | 
| **Cross-system Integration** | Not enough data | Feature Not Available | 
| **Adaptive Learning** | Not enough data | Feature Not Available | 
| **Natural Language Interaction** | Not enough data | Feature Not Available | 
| **AI Demo Agent or Avatar ** | Not enough data | Not enough data | 

### Data Labeling

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | 6.2/10 | 12 |
| **UserTesting** | N/A | N/A |

#### Quality

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Labeler Quality** | 8.1 (9 reviews) | Not enough data | 
| **Task Quality** | 7.4 (7 reviews) | Not enough data | 
| **Data Quality** | 8.3 (9 reviews) | Not enough data | 
| **Human-in-the-Loop** | 7.9 (8 reviews) | Not enough data | 

#### Automation

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Machine Learning Pre-Labeling** | 5.3 (6 reviews) | Not enough data | 
| **Automatic Routing of Labeling** | 5.0 (6 reviews) | Not enough data | 

#### Image Annotation

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Image Segmentation
** | 4.4 (6 reviews) | Not enough data | 
| **Object Detection** | 5.3 (5 reviews) | Not enough data | 
| **Object Tracking** | 4.7 (5 reviews) | Not enough data | 
| **Data Types** | 5.7 (5 reviews) | Not enough data | 

#### Natural Language Annotation

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Named Entity Recognition** | 6.7 (6 reviews) | Not enough data | 
| **Sentiment Detection** | 7.2 (6 reviews) | Not enough data | 
| **OCR** | 5.8 (6 reviews) | Not enough data | 

#### Speech Annotation

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Transcription** | 5.3 (5 reviews) | Not enough data | 
| **Emotion Recognition** | 5.7 (5 reviews) | Not enough data | 

### Experience Management

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | 6.6/10 | 25 |

#### Analytics

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Net Promoter Score (NPS)** | Not enough data | 6.8 (20 reviews) | 
| **Customer Satisfaction (CSAT) Score** | Not enough data | 6.7 (19 reviews) | 
| **Customer Effort Score (CES)** | Not enough data | 6.8 (18 reviews) | 
| **Gamification** | Not enough data | Feature Not Available | 

#### Customization

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Stakeholder Management** | Not enough data | 6.9 (18 reviews) | 
| **Multilanguage Support** | Not enough data | 6.2 (17 reviews) | 
| **Multiple Branding Support** | Not enough data | 6.2 (18 reviews) | 
| **Vertical-specific Solutions** | Not enough data | 5.8 (17 reviews) | 

#### Generative AI

| Feature | Prolific | UserTesting | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | 7.3 (19 reviews) | 

#### Agentic AI - Experience Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | 
| **Cross-system Integration** | Not enough data | Feature Not Available | 
| **Natural Language Interaction** | Not enough data | Feature Not Available | 
| **Proactive Assistance** | Not enough data | Feature Not Available | 

### Survey

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | 6.4/10 | 29 |

#### Survey Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Survey Builder** | Not enough data | 6.1 (22 reviews) | 
| **Question Types** | Not enough data | 7.9 (24 reviews) | 
| **Templates** | Not enough data | 6.5 (22 reviews) | 
| **Survey Distribution** | Not enough data | 6.5 (24 reviews) | 

#### Survey Customization

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Branching/Skip Logic** | Not enough data | 6.0 (25 reviews) | 
| **Branding** | Not enough data | 5.8 (24 reviews) | 
| **Multimedia Support** | Not enough data | 6.5 (24 reviews) | 
| **Multilingual Surveys** | Not enough data | 4.9 (23 reviews) | 

#### Survey Insights

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Reporting & Analytics** | Not enough data | 6.3 (24 reviews) | 
| **BI Tools Integration** | Not enough data | Feature Not Available | 
| **Data Exporting** | Not enough data | 7.1 (24 reviews) | 
| **Permissions** | Not enough data | 6.8 (24 reviews) | 

#### Agentic AI - Survey

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Adaptive Learning** | Not enough data | Feature Not Available | 
| **Proactive Assistance** | Not enough data | Feature Not Available | 
| **Decision Making** | Not enough data | Feature Not Available | 

### Enterprise Feedback Management

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | 8.2/10 | 155 |

#### Generative AI

| Feature | Prolific | UserTesting | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.7 (5 reviews) | 
| **AI Text Summarization** | Not enough data | 6.4 (6 reviews) | 

#### Survey Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Brand Design Consistency** | Not enough data | 9.0 (35 reviews) ✓ Verified | 
| **Survey Deployment** | Not enough data | 8.3 (83 reviews) ✓ Verified | 
| **Feedback Collection** | Not enough data | 8.6 (107 reviews) ✓ Verified | 
| **Device Responsiveness** | Not enough data | 8.5 (100 reviews) ✓ Verified | 

#### Process Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Feedback Aggregation** | Not enough data | 8.0 (102 reviews) ✓ Verified | 
| **Trigger Alerts** | Not enough data | Feature Not Available | 
| **Real-Time Analysis** | Not enough data | 8.3 (82 reviews) ✓ Verified | 
| **Real-Time Action** | Not enough data | Feature Not Available | 

#### System Management

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Security** | Not enough data | 8.8 (89 reviews) ✓ Verified | 
| **System Monitoring** | Not enough data | 9.2 (15 reviews) ✓ Verified | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Training Data** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 

### Consumer Insights Platforms

| Product | Score | Reviews |
|---|---|---|
| **Prolific** | N/A | N/A |
| **UserTesting** | N/A | N/A |

#### Survey Design - Consumer Insights Platforms

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Multi-Use Methodologies** | Not enough data | Not enough data | 
| **Industry & Locale Adaptability** | Not enough data | Feature Not Available | 
| **Behavioral & Adaptive Logic Guidance** | Not enough data | Not enough data | 
| **Self-Serve Survey Builder** | Not enough data | Not enough data | 
| **AI Smart Probes** | Not enough data | Feature Not Available | 

#### Audience Access - Consumer Insights Platforms

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Flexible Audience Options** | Not enough data | Not enough data | 
| **Customer Data Upload** | Not enough data | Not enough data | 
| **Consumer Panels** | Not enough data | Not enough data | 

#### Data Collection - Consumer Insights Platforms

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Rapid Research** | Not enough data | Not enough data | 
| **Quality Assurance** | Not enough data | Not enough data | 
| **Mobile / Mixed Mode** | Not enough data | Not enough data | 

#### Analytics - Consumer Insights Platforms

| Feature | Prolific | UserTesting | 
|---|---|---|
| **AI-Powered Insights** | Not enough data | Not enough data | 
| **Qualitative Research Support** | Not enough data | Not enough data | 
| **Benchmarking & Norms** | Not enough data | Not enough data | 

#### Collaboration - Consumer Insights Platforms

| Feature | Prolific | UserTesting | 
|---|---|---|
| **Dashboards & Embedded Integrations** | Not enough data | Feature Not Available | 
| **Embeddable Reports** | Not enough data | Not enough data | 
| **Shared Workspaces** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [User Research Tools](https://www.g2.com/categories/user-research)

**Unique to Prolific (3):** [Data Labeling Software](https://www.g2.com/categories/data-labeling), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Crowd Testing Tools](https://www.g2.com/categories/crowd-testing-tools)

**Unique to UserTesting (5):** [Consumer Video Feedback Software](https://www.g2.com/categories/consumer-video-feedback), [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management), [Experience Management Software](https://www.g2.com/categories/experience-management), [Survey Software](https://www.g2.com/categories/survey), [Consumer Insights Platforms](https://www.g2.com/categories/consumer-insights-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Prolific | UserTesting | 
|---|---|---|
| **Small-Business** | 37.4% | 20.0% | 
| **Mid-Market** | 21.0% | 38.1% | 
| **Enterprise** | 41.5% | 41.9% | 

### By Industry

#### Prolific

- **Research:** 40.5%
- **Higher Education:** 37.4%
- **Education Management:** 5.6%
- **Mental Health Care:** 1.5%
- **Marketing and Advertising:** 1.5%
- **Market Research:** 1.5%
- **Retail:** 1.0%
- **Financial Services:** 1.0%
- **Medical Practice:** 1.0%
- **Health, Wellness and Fitness:** 1.0%
- **Other:** 7.7%

#### UserTesting

- **Financial Services:** 10.3%
- **Computer Software:** 9.8%
- **Information Technology and Services:** 8.8%
- **Retail:** 6.5%
- **Consumer Goods:** 3.8%
- **Health, Wellness and Fitness:** 3.7%
- **Marketing and Advertising:** 3.6%
- **Design:** 3.4%
- **Insurance:** 3.2%
- **Internet:** 3.2%
- **Other:** 43.8%

---
## Alternatives

### Alternatives to Prolific

- [Respondent](https://www.g2.com/products/respondent/reviews) — 4.6/5 stars (524 reviews)
- [User Interviews](https://www.g2.com/products/user-interviews/reviews) — 4.6/5 stars (1046 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews)
- [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1277 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1943 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)

### Alternatives to UserTesting

- [Dscout](https://www.g2.com/products/dscout/reviews) — 4.5/5 stars (184 reviews)
- [Respondent](https://www.g2.com/products/respondent/reviews) — 4.6/5 stars (524 reviews)
- [Lyssna](https://www.g2.com/products/lyssna/reviews) — 4.5/5 stars (178 reviews)
- [Userlytics](https://www.g2.com/products/userlytics/reviews) — 4.4/5 stars (188 reviews)
- [User Interviews](https://www.g2.com/products/user-interviews/reviews) — 4.6/5 stars (1046 reviews)
- [Hotjar](https://www.g2.com/products/hotjar/reviews) — 4.3/5 stars (342 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [Userback](https://www.g2.com/products/userback/reviews) — 4.7/5 stars (285 reviews)
- [Maze](https://www.g2.com/products/maze-maze/reviews) — 4.5/5 stars (111 reviews)
- [WEVO](https://www.g2.com/products/wevo/reviews) — 4.7/5 stars (71 reviews)

---
## Top Discussions

### Prolific

No discussions available for this product.

### UserTesting

- Title: [Does user testing record your face?](https://www.g2.com/discussions/does-user-testing-record-your-face) — 2 comments
  > **Top comment:** "Not always, if they need to do so, it will be mentioned in the screeners and/or in the terms and conditions before starting the test."
- Title: [Will you consider building out videos and demos for specific prospective users?](https://www.g2.com/discussions/will-you-consider-building-out-videos-and-demos-for-specific-prospective-users) — 2 comments, 1 upvote
  > **Top comment:** "The usertesting.com sales team is very informed and supportive. Im pretty sure if you contacted them directly. They will arrange a demo for you. "
- Title: [What does user testing do?](https://www.g2.com/discussions/what-does-user-testing-do) — 1 comment
  > **Top comment:** "Best-in-class companies rely on UserTesting to gain valuable insight into their products from people. Every day, new testing opportunities are released from..."
- Title: [Does user testing really pay?](https://www.g2.com/discussions/does-user-testing-really-pay) — 1 comment
  > **Top comment:** "Yes! UserTesting allows contributors the opportunity to earn extra money in your spare time by providing your opinions and thoughts on products, apps, and..."
- Title: [Can i earn by testing your products as a user?](https://www.g2.com/discussions/50313-can-i-earn-by-testing-your-products-as-a-user) — 1 comment, 1 upvote
  > **Top comment:** "Yes, you can apply to join the UserTesting panel of participants and get paid for completing tests that you qualify for. Learn more here:..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/prolific-vs-usertesting)