# DataDome, Imperva Advanced Bot Protection vs Singular Comparison

| | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.1 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 232 | 12 | 510 | 
| **Largest Market Segment** | Mid-Market (54.8% of reviews) | Mid-Market (45.5% of reviews) | Mid-Market (53.9% of reviews) | 
| **Entry Level Price** | $3,830.00 Per Month | Free Trial 1 Free Trial | Free | 

---
## Top Pros & Cons

### DataDome

Pros:
- Protection (27 reviews)
- Customer Support (25 reviews)

Cons:
- Expensive (9 reviews)
- Complex Setup (7 reviews)

### Imperva Advanced Bot Protection

**Not enough data**

### Singular

Pros:
- Customer Support (62 reviews)
- Ease of Use (50 reviews)

Cons:
- Poor Interface Design (17 reviews)
- Poor UI (17 reviews)

---
## Ratings Comparison
| Rating | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
  | **Meets Requirements** | 9.4 (197 reviews) | 9.6 (8 reviews) | 8.8 (420 reviews) | 
  | **Ease of Use** | 9.3 (198 reviews) | 8.8 (8 reviews) | 8.7 (427 reviews) | 
  | **Ease of Setup** | 8.7 (165 reviews) | Not enough data | 8.4 (271 reviews) | 
  | **Ease of Admin** | 9.2 (135 reviews) | Not enough data | 8.9 (179 reviews) | 
  | **Quality of Support** | 9.5 (194 reviews) | 9.0 (8 reviews) | 9.4 (418 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (134 reviews) | Not enough data | 9.2 (185 reviews) | 
  | **Product Direction (% positive)** | 9.3 (195 reviews) | 8.5 (8 reviews) | 9.1 (401 reviews) | 

---
## Pricing

### DataDome

#### Entry-Level Pricing

Plan: Essentials

Price: $3,830.00 Per Month

Key Features:
- AI-powered bot & fraud protection
- 99.9% Availability
- General endpoint AI detection model

[Browse all 4 editions](https://www.g2.com/products/datadome/pricing)

#### Free Trial

Yes

### Imperva Advanced Bot Protection

#### Entry-Level Pricing

Plan: Advanced Bot Protection free trial

Price: Free Trial 1 Free Trial

Description: Protect Web Applications & APIs
Try before you buy: 30-day free trial with in-app purchase available
Easily secure with automated rule updates, secure and go
Meet PCI DSS compliance, protect data, and reduce risk
Advanced identification engine for 24/7 fast, accurate, and reliable protection
Feature-rich WAF with advanced attack analytics beyond OWASP Top 10 coverage
Receive a complimentary risk assessment report from security experts
Includes Cloud WAF, DDoS, Bot Protection, CDN, and more

Key Features:
- Machine-Learning Powered Detection
- OWASP Automated Threat Mitigation
- Granular Mitigation Controls

[Browse all 4 editions](https://www.g2.com/products/imperva-advanced-bot-protection/pricing)

#### Free Trial

Yes

### Singular

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: Ideal for teams in the early stages of building their customer bases and user journeys who need a holistic data collection, standardization and measurement tool.

Key Features:
- 15,000 paid conversions
- Best-in-class Mobile Attribution
- Superior ROI Analytics

[Browse all 3 editions](https://www.g2.com/products/singular/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Mobile App Analytics

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.4/10 | 205 |

#### User Identification

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Demographics** | Not enough data | Not enough data | Feature Not Available | 
| **User Segmentation** | Not enough data | Not enough data | 8.3 (164 reviews) | 
| **Geolocation** | Not enough data | Not enough data | 8.6 (165 reviews) | 

#### Tracking & Reporting

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Custom Event Tracking** | Not enough data | Not enough data | 9.0 (182 reviews) | 
| **Real-Time Insights** | Not enough data | Not enough data | 8.0 (172 reviews) | 
| **Attribution** | Not enough data | Not enough data | 8.9 (185 reviews) | 
| **Dashboard** | Not enough data | Not enough data | 8.6 (189 reviews) | 
| **User Path Tracking** | Not enough data | Not enough data | 8.1 (129 reviews) | 
| **User Activity History** | Not enough data | Not enough data | 8.0 (113 reviews) | 

#### Metrics

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Engagement** | Not enough data | Not enough data | 8.4 (150 reviews) | 
| **Exit Tracking** | Not enough data | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | Not enough data | 8.3 (151 reviews) | 
| **Return** | Not enough data | Not enough data | 8.3 (144 reviews) | 
| **Conversions** | Not enough data | Not enough data | 8.9 (158 reviews) | 

### Creative Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 5.6/10 | 8 |

#### Authoring Tools

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Ad Templates** | Not enough data | Not enough data | 5.4 (8 reviews) | 
| **HTML5 Authoring** | Not enough data | Not enough data | 5.2 (8 reviews) | 
| **Automated Ad Creation** | Not enough data | Not enough data | 4.5 (7 reviews) | 
| **Lanugage Translation** | Not enough data | Not enough data | 5.7 (7 reviews) | 

#### Agentic AI - Creative Management Platforms

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Testing Tools

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Dynamic Versioning** | Not enough data | Not enough data | 6.7 (8 reviews) | 
| **A/B Testing ** | Not enough data | Not enough data | 6.3 (8 reviews) | 

#### Publishing Tools

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Demand Side Platform Built-in** | Not enough data | Not enough data | 5.4 (8 reviews) | 
| **Demand Side Platform Integration** | Not enough data | Not enough data | 6.9 (8 reviews) | 
| **Campaign Scheduling** | Not enough data | Not enough data | 4.3 (7 reviews) | 

### Fraud Detection

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | 8.7/10 | 93 |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | N/A | N/A |

#### Detection

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Payment Verification** | 8.2 (55 reviews) | Not enough data | Not enough data | 
| **Bot Mitigation** | 9.5 (91 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring** | 9.3 (78 reviews) | Not enough data | Not enough data | 
| **Alerts** | 8.7 (73 reviews) | Not enough data | Not enough data | 

#### Analysis 

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **ID Analytics** | 8.1 (56 reviews) | Not enough data | Not enough data | 
| **Intelligence Reporting** | 8.6 (62 reviews) | Not enough data | Not enough data | 
| **Incident Reports** | 8.6 (64 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Fraud Markers** | 8.5 (59 reviews) | Not enough data | Not enough data | 
| **Transaction Scoring** | 8.2 (52 reviews) | Not enough data | Not enough data | 
| **Blacklisting** | 8.9 (61 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Fraud Detection

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Cross-system Integration** | 8.3 (8 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.1 (7 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 8.3 (8 reviews) | Not enough data | Not enough data | 

### DDoS Protection

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | 9.1/10 | 98 |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | N/A | N/A |

#### Management

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **IT Alerting** | 8.8 (75 reviews) | Not enough data | Not enough data | 
| **Network Capacity** | 9.1 (67 reviews) | Not enough data | Not enough data | 
| **Logging** | 8.8 (71 reviews) | Not enough data | Not enough data | 
| **API / Integrations** | 8.6 (62 reviews) | Not enough data | Not enough data | 

#### Protection

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **DNS Protection** | Feature Not Available | Not enough data | Not enough data | 
| **Website Protection** | 9.5 (87 reviews) | Not enough data | Not enough data | 
| **Infrastructure Protection** | 8.9 (66 reviews) | Not enough data | Not enough data | 

#### Resolution

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Attack Mitigation** | 9.4 (86 reviews) | Not enough data | Not enough data | 
| **Network Monitoring** | 8.6 (59 reviews) | Not enough data | Not enough data | 
| **Security Monitoring** | 8.9 (69 reviews) | Not enough data | Not enough data | 
| **Anomoly Detection** | 9.2 (71 reviews) | Not enough data | Not enough data | 
| **Resolution Automation** | 8.8 (40 reviews) | Not enough data | Not enough data | 

### Click Fraud

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.1/10 | 50 |

#### Trading

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Keyword Tracking** | Not enough data | Feature Not Available | 7.2 (40 reviews) | 
| **Refund Management** | Not enough data | Feature Not Available | 7.4 (31 reviews) | 
| **Integrations** | Not enough data | Not enough data | 8.7 (46 reviews) | 

#### Threat Detection

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Account Alerts** | Not enough data | Not enough data | 7.9 (40 reviews) | 
| **Threat Detection** | Not enough data | Not enough data | 8.3 (38 reviews) | 
| **IP Address Monitoring** | Not enough data | Not enough data | 8.1 (37 reviews) | 
| **Rules** | Not enough data | Not enough data | 8.4 (36 reviews) | 

#### Blocking

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Manual IP Blocking** | Not enough data | Not enough data | 8.2 (34 reviews) | 
| **Automated IP Blocking** | Not enough data | Not enough data | 8.2 (37 reviews) | 
| **Cross-Campaign Blocking** | Not enough data | Not enough data | 8.2 (34 reviews) | 

#### Agentic AI - Click Fraud

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | Not enough data | 
| **Cross-system Integration** | Not enough data | Feature Not Available | Not enough data | 
| **Adaptive Learning** | Not enough data | Feature Not Available | Not enough data | 
| **Proactive Assistance** | Not enough data | Feature Not Available | Not enough data | 
| **Decision Making** | Not enough data | Feature Not Available | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.7/10 | 84 |

#### Management

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.7 (79 reviews) | 
| **Auditing** | Not enough data | Not enough data | 8.3 (72 reviews) | 

#### Functionality

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | 8.7 (69 reviews) | 
| **Transformation** | Not enough data | Not enough data | 8.4 (65 reviews) | 
| **Loading** | Not enough data | Not enough data | 8.5 (70 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.9 (67 reviews) | 
| **Scalability** | Not enough data | Not enough data | 8.9 (68 reviews) | 

### Mobile Attribution

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.2/10 | 240 |

#### Platform Basics

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Attribution Windows** | Not enough data | Not enough data | 8.9 (220 reviews) | 
| **Retargeting Attribution** | Not enough data | Not enough data | 8.5 (191 reviews) | 
| **Validation Rules** | Not enough data | Not enough data | 8.6 (185 reviews) | 
| **Cross-platform attribution** | Not enough data | Not enough data | 8.8 (191 reviews) | 
| **Fraud Detection** | Not enough data | Not enough data | 8.5 (189 reviews) | 
| **Post-Fraud Attribution** | Not enough data | Not enough data | 8.5 (166 reviews) | 

#### Platform Data

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Uninstall Metrics** | Not enough data | Not enough data | 8.1 (184 reviews) | 
| **Retention Metrics** | Not enough data | Not enough data | 8.4 (198 reviews) | 
| **Analytics Dashboard** | Not enough data | Not enough data | 8.7 (220 reviews) | 
| **Cross-channel insights** | Not enough data | Not enough data | 8.6 (200 reviews) | 
| **Custom Dashboards** | Not enough data | Not enough data | 8.7 (196 reviews) | 
| **Data Segmentation** | Not enough data | Not enough data | 8.6 (186 reviews) | 

#### Agentic AI - Value Selling Tools

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.5 (26 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.6 (28 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.1 (26 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (25 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.2 (27 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.9 (28 reviews) | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.0/10 | 292 |

#### Marketing Operations

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | 8.6 (248 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | Not enough data | 8.9 (267 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | Not enough data | 7.8 (219 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | Not enough data | 9.1 (246 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | Not enough data | 8.6 (211 reviews) | 
| **White Label** | Not enough data | Not enough data | Feature Not Available | 

#### Campaign Activity

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Campaign Insights** | Not enough data | Not enough data | 8.8 (255 reviews) ✓ Verified | 
| **Reports and Dashboards** | Not enough data | Not enough data | 8.7 (275 reviews) ✓ Verified | 
| **Campaign Stickiness** | Not enough data | Not enough data | 8.0 (211 reviews) ✓ Verified | 
| **Multichannel Tracking** | Not enough data | Not enough data | 8.7 (237 reviews) ✓ Verified | 
| **Brand Optimization** | Not enough data | Not enough data | 7.6 (201 reviews) ✓ Verified | 
| **Predictive Analytics** | Not enough data | Not enough data | 6.9 (184 reviews) | 

#### Agentic AI - Marketing Analytics

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.0 (24 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.5 (31 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 6.5 (24 reviews) | 

### API Management

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.3/10 | 33 |

#### API Construction

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **API Testing** | Not enough data | Not enough data | 8.1 (30 reviews) | 
| **Data Security** | Not enough data | Not enough data | 8.2 (29 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 8.9 (31 reviews) | 
| **Scalability** | Not enough data | Not enough data | 8.6 (32 reviews) | 

#### API Management

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Traffic Control** | Not enough data | Not enough data | 8.2 (29 reviews) | 
| **Logs/Documentation** | Not enough data | Not enough data | 8.3 (29 reviews) | 
| **API Monitoring** | Not enough data | Not enough data | 8.0 (30 reviews) | 
| **Monetization** | Not enough data | Not enough data | 7.8 (28 reviews) | 
| **Gateway** | Not enough data | Not enough data | 7.9 (28 reviews) | 

#### Data Integration

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **App Integration** | Not enough data | Not enough data | 9.0 (28 reviews) | 
| **Data Transformation** | Not enough data | Not enough data | 8.9 (28 reviews) | 
| **Plugins** | Not enough data | Not enough data | 8.0 (26 reviews) | 

### Virtual Waiting Room

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | N/A | N/A |

#### Traffic

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Traffic Controls** | Not enough data | Not enough data | Not enough data | 
| **Network Controls** | Not enough data | Not enough data | Not enough data | 
| **Traffic Overview** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Dashboard** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | Not enough data | 

### Smart Link

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.4/10 | 10 |

#### Audience Targeting

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Geographic Targeting** | Not enough data | Not enough data | 5.4 (8 reviews) | 
| **Device/OS Targeting** | Not enough data | Not enough data | 8.1 (8 reviews) | 
| **Retargeting** | Not enough data | Not enough data | 7.7 (8 reviews) | 

#### Analytics

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Digital Analytics** | Not enough data | Not enough data | 9.8 (8 reviews) | 
| **Attribution** | Not enough data | Not enough data | 9.5 (10 reviews) | 
| **Data Sharing and Exporting** | Not enough data | Not enough data | 9.8 (7 reviews) | 

#### Agentic AI - Business Continuity Management

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 

### Mobile Analytics

| Product | Score | Reviews |
|---|---|---|
| **DataDome** | N/A | N/A |
| **Imperva Advanced Bot Protection** | N/A | N/A |
| **Singular** | 8.5/10 | 164 |

#### Metrics

| Feature | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Engagement** | Not enough data | Not enough data | 8.4 (150 reviews) | 
| **Exit Tracking** | Not enough data | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | Not enough data | 8.3 (151 reviews) | 
| **Return** | Not enough data | Not enough data | 8.3 (144 reviews) | 
| **Conversions** | Not enough data | Not enough data | 8.9 (158 reviews) | 

---
## Categories

**Unique to DataDome (4):** [Bot Detection and Mitigation Software](https://www.g2.com/categories/bot-detection-and-mitigation), [Fraud Detection Software](https://www.g2.com/categories/fraud-detection), [DDoS Protection Solutions](https://www.g2.com/categories/ddos-protection), [Virtual Waiting Room Software](https://www.g2.com/categories/virtual-waiting-room)

**Unique to Imperva Advanced Bot Protection (2):** [Bot Detection and Mitigation Software](https://www.g2.com/categories/bot-detection-and-mitigation), [Click Fraud Software](https://www.g2.com/categories/click-fraud)

**Unique to Singular (8):** [Mobile Attribution Platforms](https://www.g2.com/categories/mobile-attribution), [Click Fraud Software](https://www.g2.com/categories/click-fraud), [Creative Management Platforms](https://www.g2.com/categories/creative-management-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [API Management Tools](https://www.g2.com/categories/api-management), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Mobile App Analytics Tools](https://www.g2.com/categories/mobile-app-analytics), [Smart Link Software](https://www.g2.com/categories/smart-link)


---
## Reviewer Demographics

### By Company Size

| Segment | DataDome | Imperva Advanced Bot Protection | Singular | 
|---|---|---|---|
| **Small-Business** | 16.5% | 18.2% | 26.6% | 
| **Mid-Market** | 54.8% | 45.5% | 53.9% | 
| **Enterprise** | 28.7% | 36.4% | 19.5% | 

### By Industry

#### DataDome

- **Retail:** 17.7%
- **Information Technology and Services:** 7.7%
- **Computer Software:** 5.5%
- **Financial Services:** 4.5%
- **Internet:** 4.5%
- **Leisure, Travel & Tourism:** 4.1%
- **Marketing and Advertising:** 4.1%
- **Online Media:** 3.6%
- **Automotive:** 3.2%
- **Consumer Goods:** 2.7%
- **Other:** 42.3%

#### Imperva Advanced Bot Protection

- **Internet:** 18.2%
- **Information Technology and Services:** 18.2%
- **Venture Capital & Private Equity:** 9.1%
- **Non-Profit Organization Management:** 9.1%
- **Motion Pictures and Film:** 9.1%
- **Luxury Goods & Jewelry:** 9.1%
- **Financial Services:** 9.1%
- **Construction:** 9.1%
- **Computer Software:** 9.1%

#### Singular

- **Computer Games:** 25.6%
- **Financial Services:** 11.2%
- **Marketing and Advertising:** 10.8%
- **Entertainment:** 9.8%
- **Retail:** 5.2%
- **Gambling & Casinos:** 3.7%
- **Information Technology and Services:** 3.5%
- **Computer Software:** 2.5%
- **Health, Wellness and Fitness:** 2.5%
- **Consumer Services:** 1.9%
- **Other:** 23.3%

---
## Alternatives

### Alternatives to DataDome

- [Arkose Labs](https://www.g2.com/products/arkose-labs/reviews) — 4.7/5 stars (54 reviews)
- [Cloudflare Application Security and Performance](https://www.g2.com/products/cloudflare-application-security-and-performance/reviews) — 4.5/5 stars (601 reviews)
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- [Radware Bot Manager](https://www.g2.com/products/radware-bot-manager/reviews) — 4.6/5 stars (14 reviews)
- [HUMAN Sightline Cyberfraud Defense](https://www.g2.com/products/human-sightline-cyberfraud-defense/reviews) — 4.5/5 stars (208 reviews)
- [Queue-it](https://www.g2.com/products/queue-it/reviews) — 4.7/5 stars (161 reviews)
- [Akamai Bot Manager](https://www.g2.com/products/akamai-bot-manager/reviews) — 4.5/5 stars (10 reviews)
- [Lunio](https://www.g2.com/products/lunio/reviews) — 4.6/5 stars (145 reviews)

### Alternatives to Singular

- [AppsFlyer](https://www.g2.com/products/appsflyer/reviews) — 4.5/5 stars (751 reviews)
- [Kochava](https://www.g2.com/products/kochava/reviews) — 4.1/5 stars (136 reviews)
- [Adjust](https://www.g2.com/products/adjust/reviews) — 4.7/5 stars (716 reviews)
- [Branch](https://www.g2.com/products/branch/reviews) — 4.4/5 stars (455 reviews)
- [CleverTap](https://www.g2.com/products/clevertap/reviews) — 4.6/5 stars (656 reviews)
- [Mixpanel](https://www.g2.com/products/mixpanel/reviews) — 4.5/5 stars (1367 reviews)
- [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) — 4.5/5 stars (2930 reviews)
- [Google Analytics](https://www.g2.com/products/google-analytics/reviews) — 4.5/5 stars (6842 reviews)
- [MoEngage](https://www.g2.com/products/moengage/reviews) — 4.5/5 stars (524 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)

---
## Top Discussions

### DataDome

- Title: [Does DataDome protect APIs from bots and automated threats ?](https://www.g2.com/discussions/9343-does-datadome-protect-apis-from-bots-and-automated-threats) — 2 comments, 1 upvote
  > **Top comment:** "Yes we do. We protect all kind of APIs (web, mobile, single page apps...) with specific algorithms and modules. More information:
-..."

### Imperva Advanced Bot Protection

No discussions available for this product.

### Singular

- Title: [What are the new features and preparations for the Cookieless future?](https://www.g2.com/discussions/what-are-the-new-features-and-preparations-for-the-cookieless-future) — 1 comment, 1 upvote
  > **Top comment:** "Yes it is possible to retrieve your stolen bitcoins. I never believed in bitcoin recovery because I was made to understand that it is not possible. But..."
- Title: [What is the benchmark you usually define for Install Validation fraud percentage with your affilliate partners?](https://www.g2.com/discussions/what-is-the-benchmark-you-usually-define-for-install-validation-fraud-percentage-with-your-affilliate-partners) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Fraud is constantly evolving and it's highly dependant on the markets in which your business operates. Our customer success team advises their customers on..."
- Title: [How can Singular help on media planning and forecast?](https://www.g2.com/discussions/15555-how-can-singular-help-on-media-planning-and-forecast) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Singular provides marketers with visibility into True ROI for marketing campaigns so you can make better decisions about which media sources are driving..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/datadome-vs-imperva-advanced-bot-protection-vs-singular)