# Integrate.io vs Singular Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Integrate.io excels in its **customer support** , with users highlighting the quick response times from the support team. One user mentioned, "the customer service and support team responds quickly," which can be crucial for teams needing immediate assistance.
- **Users say** that Singular offers a **strong innovation pipeline** , with new features being rolled out rapidly. Reviewers appreciate the addition of features like Benchmarks and C-TV support, indicating that the product is evolving to meet user needs effectively.
- **Reviewers mention** that Integrate.io is particularly **user-friendly** , with many finding it straightforward to get started. One user noted, "I find Integrate.io very easy to use and straightforward to get started with," which is beneficial for teams with limited technical resources.
- **According to verified reviews** , Singular is praised for its **documentation and implementation support**. Users appreciate the thorough guidance provided, making it easier to resolve issues and implement the software effectively, as one reviewer stated, "the support it provides for resolving issues and answering questions" is commendable.
- **G2 reviewers report** that while Integrate.io has a clean interface that simplifies ETL transformations, some users feel it could improve in **matching specific workflow needs**. This suggests that while it is easy to use, there may be challenges in customization for more complex requirements.
- **Users say** that Singular's **customer success team** is highly responsive, with many noting that they are "always in contact" and willing to help. This level of engagement can enhance the overall user experience and ensure that clients feel supported throughout their journey.



| | Integrate.io | Singular | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 212 | 510 | 
| **Largest Market Segment** | Mid-Market (51.0% of reviews) | Mid-Market (53.9% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### Integrate.io

Pros:
- Ease of Use (10 reviews)
- Customer Support (7 reviews)

Cons:
- Learning Difficulty (3 reviews)
- Limited Integrations (3 reviews)

### Singular

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

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

---
## Ratings Comparison
| Rating | Integrate.io | Singular | 
|---|---|---|
  | **Meets Requirements** | 8.4 (184 reviews) | 8.8 (420 reviews) | 
  | **Ease of Use** | 8.4 (185 reviews) | 8.7 (427 reviews) | 
  | **Ease of Setup** | 8.7 (106 reviews) | 8.4 (271 reviews) | 
  | **Ease of Admin** | 8.7 (96 reviews) | 8.9 (179 reviews) | 
  | **Quality of Support** | 9.3 (182 reviews) | 9.4 (418 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.2 (95 reviews) | 9.2 (185 reviews) | 
  | **Product Direction (% positive)** | 8.0 (179 reviews) | 9.1 (401 reviews) | 

---
## Pricing

### Integrate.io

#### Entry-Level Pricing

No pricing available

#### 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 |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.4/10 | 205 |

#### User Identification

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Demographics** | Not enough data | Feature Not Available | 
| **User Segmentation** | Not enough data | 8.3 (164 reviews) | 
| **Geolocation** | Not enough data | 8.6 (165 reviews) | 

#### Tracking & Reporting

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

#### Metrics

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Engagement** | Not enough data | 8.4 (150 reviews) | 
| **Exit Tracking** | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | 8.3 (151 reviews) | 
| **Return** | Not enough data | 8.3 (144 reviews) | 
| **Conversions** | Not enough data | 8.9 (158 reviews) | 

### Creative Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 5.6/10 | 8 |

#### Authoring Tools

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Ad Templates** | Not enough data | 5.4 (8 reviews) | 
| **HTML5 Authoring** | Not enough data | 5.2 (8 reviews) | 
| **Automated Ad Creation** | Not enough data | 4.5 (7 reviews) | 
| **Lanugage Translation** | Not enough data | 5.7 (7 reviews) | 

#### Agentic AI - Creative Management Platforms

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Testing Tools

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Dynamic Versioning** | Not enough data | 6.7 (8 reviews) | 
| **A/B Testing ** | Not enough data | 6.3 (8 reviews) | 

#### Publishing Tools

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Demand Side Platform Built-in** | Not enough data | 5.4 (8 reviews) | 
| **Demand Side Platform Integration** | Not enough data | 6.9 (8 reviews) | 
| **Campaign Scheduling** | Not enough data | 4.3 (7 reviews) | 

### Click Fraud

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.1/10 | 50 |

#### Trading

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Keyword Tracking** | Not enough data | 7.2 (40 reviews) | 
| **Refund Management** | Not enough data | 7.4 (31 reviews) | 
| **Integrations** | Not enough data | 8.7 (46 reviews) | 

#### Threat Detection

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Account Alerts** | Not enough data | 7.9 (40 reviews) | 
| **Threat Detection** | Not enough data | 8.3 (38 reviews) | 
| **IP Address Monitoring** | Not enough data | 8.1 (37 reviews) | 
| **Rules** | Not enough data | 8.4 (36 reviews) | 

#### Blocking

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Manual IP Blocking** | Not enough data | 8.2 (34 reviews) | 
| **Automated IP Blocking** | Not enough data | 8.2 (37 reviews) | 
| **Cross-Campaign Blocking** | Not enough data | 8.2 (34 reviews) | 

#### Agentic AI - Click Fraud

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.5/10 | 71 |
| **Singular** | 8.7/10 | 84 |

#### Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Reporting** | 7.9 (50 reviews) | 8.7 (79 reviews) | 
| **Auditing** | 7.8 (48 reviews) | 8.3 (72 reviews) | 

#### Functionality

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Extraction** | 8.9 (65 reviews) | 8.7 (69 reviews) | 
| **Transformation** | 8.8 (66 reviews) | 8.4 (65 reviews) | 
| **Loading** | 8.9 (67 reviews) | 8.5 (70 reviews) | 
| **Automation** | 9.1 (65 reviews) | 8.9 (67 reviews) | 
| **Scalability** | 8.3 (61 reviews) | 8.9 (68 reviews) | 

### Mobile Attribution

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.2/10 | 240 |

#### Platform Basics

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Attribution Windows** | Not enough data | 8.9 (220 reviews) | 
| **Retargeting Attribution** | Not enough data | 8.5 (191 reviews) | 
| **Validation Rules** | Not enough data | 8.6 (185 reviews) | 
| **Cross-platform attribution** | Not enough data | 8.8 (191 reviews) | 
| **Fraud Detection** | Not enough data | 8.5 (189 reviews) | 
| **Post-Fraud Attribution** | Not enough data | 8.5 (166 reviews) | 

#### Platform Data

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

#### Agentic AI - Value Selling Tools

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

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.9/10 | 27 |
| **Singular** | N/A | N/A |

#### Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Real-Time Analytics** | 8.7 (22 reviews) | Not enough data | 
| **Solution Integration** | 9.3 (23 reviews) | Not enough data | 
| **Infrastructure Compatibility** | 8.9 (24 reviews) | Not enough data | 
| **Monitoring** | 9.0 (21 reviews) | Not enough data | 

#### Solution Provision

| Feature | Integrate.io | Singular | 
|---|---|---|
| **System Failover** | 8.9 (20 reviews) | Not enough data | 
| **Pay by Usage** | 8.3 (20 reviews) | Not enough data | 
| **Service Provision** | 9.3 (19 reviews) | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.8/10 | 7 |
| **Singular** | N/A | N/A |

#### Development 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Real-Time Integration** | 8.1 (7 reviews) | Not enough data | 
| **API Designer** | 8.9 (6 reviews) ✓ Verified | Not enough data | 
| **Flow Designer** | 9.4 (6 reviews) ✓ Verified | Not enough data | 
| **Pre-Built Connectors** | 9.4 (6 reviews) ✓ Verified | Not enough data | 
| **Custom Connectors** | 7.8 (6 reviews) ✓ Verified | Not enough data | 
| **Reusable connectors** | 10.0 (5 reviews) | Not enough data | 
| **Multi - tenant architecture** | 8.7 (5 reviews) | Not enough data | 

#### Management 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Monitoring & Notification** | 8.3 (6 reviews) ✓ Verified | Not enough data | 
| **Routing And Orchestration** | 8.3 (6 reviews) ✓ Verified | Not enough data | 
| **Data Mapping** | 9.5 (7 reviews) ✓ Verified | Not enough data | 
| **Data Transformation** | 8.9 (6 reviews) ✓ Verified | Not enough data | 
| **API Management** | 8.8 (7 reviews) | Not enough data | 

#### Security

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Data Encryption** | 8.1 (6 reviews) ✓ Verified | Not enough data | 
| **Security Standards** | 9.2 (6 reviews) ✓ Verified | Not enough data | 
| **Communication Protocol** | 9.0 (5 reviews) ✓ Verified | Not enough data | 

#### Integration Options

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Data Virtualization** | 7.3 (5 reviews) ✓ Verified | Not enough data | 
| **Managed File Transfers** | 9.0 (5 reviews) ✓ Verified | Not enough data | 
| **Big Data Processing** | 9.3 (5 reviews) ✓ Verified | Not enough data | 
| **EDI** | 9.7 (5 reviews) ✓ Verified | Not enough data | 

#### Deployment 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Hybrid** | 7.7 (5 reviews) | Not enough data | 
| **Cloud to Cloud** | 8.8 (7 reviews) | Not enough data | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.3/10 | 21 |
| **Singular** | N/A | N/A |

#### Development 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Pre-built Connectors** | 8.9 (20 reviews) | Not enough data | 
| **Custom Connectors** | 7.7 (18 reviews) | Not enough data | 

#### Management 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Reporting and Analytics** | 8.4 (17 reviews) | Not enough data | 
| **Data Mapping** | 8.8 (18 reviews) | Not enough data | 

#### Integration Options

| Feature | Integrate.io | Singular | 
|---|---|---|
| **ERP Systems** | 8.3 (16 reviews) | Not enough data | 
| **Accounting Systems** | 7.7 (13 reviews) | Not enough data | 
| **CRM and Marketing Automation Systems** | 8.7 (18 reviews) | Not enough data | 
| **EDI** | 7.9 (11 reviews) | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.0/10 | 11 |
| **Singular** | N/A | N/A |

#### Data Management 

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Data Modeling** | 7.8 (10 reviews) | Not enough data | 
| **Auditing** | 7.5 (8 reviews) | Not enough data | 
| **Observability** | 7.8 (10 reviews) | Not enough data | 
| **Data mapping** | 9.0 (10 reviews) | Not enough data | 
| **Reporting** | 8.0 (9 reviews) | Not enough data | 

#### Functionality

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Debugging** | 6.8 (11 reviews) | Not enough data | 
| **Workflow Automations** | 8.2 (11 reviews) | Not enough data | 
| **Notifications** | 7.4 (11 reviews) | Not enough data | 
| **API Integrations** | 7.6 (9 reviews) | Not enough data | 
| **Programmed trigger of data sync** | 8.7 (9 reviews) | Not enough data | 
| **Incremental data sync** | 8.0 (10 reviews) | Not enough data | 
| **Data audit** | 8.1 (8 reviews) | Not enough data | 

#### Security

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Security Compliance** | 8.5 (9 reviews) | Not enough data | 
| **Data Encryption** | 8.1 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | Integrate.io | Singular | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.2/10 | 7 |
| **Singular** | N/A | N/A |

#### Functionality

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Real-time Analytics** | 8.3 (6 reviews) | Not enough data | 
| **Data quality monitoring** | 8.1 (6 reviews) | Not enough data | 
| **Automation** | 8.1 (7 reviews) | Not enough data | 
| **End to End visiblity** | 7.8 (6 reviews) | Not enough data | 

#### Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Anomaly identification** | 8.6 (6 reviews) | Not enough data | 
| **Single pane view** | 8.3 (6 reviews) | Not enough data | 
| **Real-time alerts** | 7.8 (6 reviews) | Not enough data | 
| **Data lineage** | 8.3 (6 reviews) | Not enough data | 
| **Integrations** | 8.6 (6 reviews) | Not enough data | 

#### Generative AI

| Feature | Integrate.io | Singular | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | N/A | N/A |

#### Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | 

#### Reporting

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.0/10 | 292 |

#### Marketing Operations

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

#### Campaign Activity

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

#### Agentic AI - Marketing Analytics

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.0 (24 reviews) | 
| **Cross-system Integration** | Not enough data | 7.5 (31 reviews) | 
| **Proactive Assistance** | Not enough data | 6.5 (24 reviews) | 

### API Management

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.3/10 | 33 |

#### API Construction

| Feature | Integrate.io | Singular | 
|---|---|---|
| **API Testing** | Not enough data | 8.1 (30 reviews) | 
| **Data Security** | Not enough data | 8.2 (29 reviews) | 
| **Orchestration** | Not enough data | 8.9 (31 reviews) | 
| **Scalability** | Not enough data | 8.6 (32 reviews) | 

#### API Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Traffic Control** | Not enough data | 8.2 (29 reviews) | 
| **Logs/Documentation** | Not enough data | 8.3 (29 reviews) | 
| **API Monitoring** | Not enough data | 8.0 (30 reviews) | 
| **Monetization** | Not enough data | 7.8 (28 reviews) | 
| **Gateway** | Not enough data | 7.9 (28 reviews) | 

#### Data Integration

| Feature | Integrate.io | Singular | 
|---|---|---|
| **App Integration** | Not enough data | 9.0 (28 reviews) | 
| **Data Transformation** | Not enough data | 8.9 (28 reviews) | 
| **Plugins** | Not enough data | 8.0 (26 reviews) | 

### Smart Link

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.4/10 | 10 |

#### Audience Targeting

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Geographic Targeting** | Not enough data | 5.4 (8 reviews) | 
| **Device/OS Targeting** | Not enough data | 8.1 (8 reviews) | 
| **Retargeting** | Not enough data | 7.7 (8 reviews) | 

#### Analytics

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Digital Analytics** | Not enough data | 9.8 (8 reviews) | 
| **Attribution** | Not enough data | 9.5 (10 reviews) | 
| **Data Sharing and Exporting** | Not enough data | 9.8 (7 reviews) | 

#### Agentic AI - Business Continuity Management

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 

### Mobile Analytics

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Singular** | 8.5/10 | 164 |

#### Metrics

| Feature | Integrate.io | Singular | 
|---|---|---|
| **Engagement** | Not enough data | 8.4 (150 reviews) | 
| **Exit Tracking** | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | 8.3 (151 reviews) | 
| **Return** | Not enough data | 8.3 (144 reviews) | 
| **Conversions** | Not enough data | 8.9 (158 reviews) | 

---
## Categories
**Shared Categories (1):** [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to Integrate.io (6):** [Data Observability Software](https://www.g2.com/categories/data-observability), [Reverse ETL Software](https://www.g2.com/categories/reverse-etl), [Data Replication Software](https://www.g2.com/categories/data-replication), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [E-Commerce Data Integration Software](https://www.g2.com/categories/e-commerce-data-integration), [iPaaS Software](https://www.g2.com/categories/ipaas)

**Unique to Singular (7):** [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), [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 | Integrate.io | Singular | 
|---|---|---|
| **Small-Business** | 31.9% | 26.6% | 
| **Mid-Market** | 51.0% | 53.9% | 
| **Enterprise** | 17.1% | 19.5% | 

### By Industry

#### Integrate.io

- **Information Technology and Services:** 16.8%
- **Computer Software:** 13.0%
- **Marketing and Advertising:** 7.7%
- **Internet:** 5.3%
- **Financial Services:** 3.8%
- **Education Management:** 2.9%
- **Utilities:** 2.4%
- **Insurance:** 2.4%
- **Transportation/Trucking/Railroad:** 2.4%
- **Consumer Goods:** 2.4%
- **Other:** 40.9%

#### 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%

---
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- [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 (714 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 (1366 reviews)
- [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) — 4.5/5 stars (2925 reviews)
- [Google Analytics](https://www.g2.com/products/google-analytics/reviews) — 4.5/5 stars (6841 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

### Integrate.io

- Title: [Who uses Xplenty?](https://www.g2.com/discussions/who-uses-xplenty) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Xplenty is not just for developers or engineers. Our customers come from many industries, and our easy-to-use interface make data delivery accessible and..."
- Title: [Is the Xplenty 7-day trial really free?](https://www.g2.com/discussions/free-trial-7a08a2cf-d607-43de-b836-c3adf3331730) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes. No credit card is required, and you will have a fully functioning Xplenty platform for the duration of your trial."
- Title: [What happens at the end of my trial?](https://www.g2.com/discussions/end-of-trial) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "When your trial is up, you can buy online and pay via credit card, or pay by invoice by talking to one of our sales representatives."
- Title: [Can I upgrade or downgrade at any time?](https://www.g2.com/discussions/upgrades-and-downgrades) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes. We are SaaS company that offers both monthly and annual subscriptions, and you can upgrade or downgrade your Xplenty account at any time."
- Title: [What if the data source that I’m looking for isn’t available?](https://www.g2.com/discussions/data-sources-fe38231f-c1ec-4772-b99e-9d9dbaa887be) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "If you don’t see the data source that you’re looking for in our integration pages, let us know and we will create it for you."

### 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..."

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