# Integrate.io, Tray.ai vs Make Comparison

| | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 212 | 158 | 310 | 
| **Largest Market Segment** | Mid-Market (51.0% of reviews) | Mid-Market (54.9% of reviews) | Small-Business (77.9% of reviews) | 
| **Entry Level Price** | No pricing available | Contact Us Per Month | 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)

### Tray.ai

Pros:
- Easy Integrations (8 reviews)
- Ease of Use (7 reviews)

Cons:
- Missing Features (4 reviews)
- Complex Pricing (3 reviews)

### Make

Pros:
- Automation (22 reviews)
- Ease of Use (20 reviews)

Cons:
- Error Handling (7 reviews)
- Learning Curve (7 reviews)

---
## Ratings Comparison
| Rating | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (184 reviews) | 8.8 (124 reviews) | 9.1 (213 reviews) | 
  | **Ease of Use** | 8.4 (185 reviews) | 8.2 (123 reviews) | 8.4 (216 reviews) | 
  | **Ease of Setup** | 8.7 (106 reviews) | 8.4 (75 reviews) | 8.2 (164 reviews) | 
  | **Ease of Admin** | 8.7 (96 reviews) | 8.9 (71 reviews) | 8.5 (120 reviews) | 
  | **Quality of Support** | 9.3 (182 reviews) | 8.8 (116 reviews) | 8.3 (174 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.2 (95 reviews) | 9.0 (69 reviews) | 9.2 (110 reviews) | 
  | **Product Direction (% positive)** | 8.0 (179 reviews) | 9.1 (112 reviews) | 8.7 (197 reviews) | 

---
## Pricing

### Integrate.io

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Tray.ai

#### Entry-Level Pricing

Plan: Tray.io Embedded

Price: Contact Us Per Month

Description: Integrate at scale

Key Features:
- All of the benefits
- Multi-region support
- Advanced on-premise connectivity

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

#### Free Trial

Yes

### Make

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: Design, build, and automate with a visual drag-and-drop interface.

Key Features:
- 1,000 credits/month
- No-code workflow builder
- 3000+ apps

[Browse all 5 editions](https://www.g2.com/products/integromat-by-celonis-make/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | 8.8/10 | 14 |
| **Make** | N/A | N/A |

#### Data

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Data Processing** | Not enough data | 8.3 (13 reviews) | Not enough data | 
| **Data Sources** | Not enough data | 9.2 (12 reviews) | Not enough data | 
| **Integration** | Not enough data | 9.5 (13 reviews) | Not enough data | 
| **Real-Time Processing** | Not enough data | 8.6 (12 reviews) | Not enough data | 

#### Analytics

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Reporting & Analytics** | Not enough data | 8.6 (7 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.5/10 | 71 |
| **Tray.ai** | 8.1/10 | 25 |
| **Make** | N/A | N/A |

#### Management

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Reporting** | 7.9 (50 reviews) | 6.2 (14 reviews) | Not enough data | 
| **Auditing** | 7.8 (48 reviews) | 6.5 (16 reviews) | Not enough data | 

#### Functionality

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Extraction** | 8.9 (65 reviews) | 8.6 (21 reviews) | Not enough data | 
| **Transformation** | 8.8 (66 reviews) | 8.6 (22 reviews) | Not enough data | 
| **Loading** | 8.9 (67 reviews) | 8.4 (20 reviews) | Not enough data | 
| **Automation** | 9.1 (65 reviews) | 9.5 (22 reviews) | Not enough data | 
| **Scalability** | 8.3 (61 reviews) | 8.6 (22 reviews) | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.9/10 | 27 |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Management

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

#### Solution Provision

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

### API Development

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Development

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **API Testing** | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Collaboration

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Design Management** | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Visibility** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.8/10 | 7 |
| **Tray.ai** | 8.1/10 | 65 |
| **Make** | 8.4/10 | 127 |

#### Development 

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Real-Time Integration** | 8.1 (7 reviews) | 9.2 (58 reviews) | 9.2 (107 reviews) | 
| **API Designer** | 8.9 (6 reviews) ✓ Verified | 8.4 (15 reviews) ✓ Verified | 8.4 (63 reviews) ✓ Verified | 
| **Flow Designer** | 9.4 (6 reviews) ✓ Verified | 8.8 (20 reviews) ✓ Verified | 9.2 (85 reviews) ✓ Verified | 
| **Pre-Built Connectors** | 9.4 (6 reviews) ✓ Verified | 8.5 (24 reviews) ✓ Verified | 9.0 (83 reviews) ✓ Verified | 
| **Custom Connectors** | 7.8 (6 reviews) ✓ Verified | 8.1 (23 reviews) ✓ Verified | 8.9 (70 reviews) ✓ Verified | 
| **Reusable connectors** | 10.0 (5 reviews) | 9.2 (21 reviews) | 8.7 (60 reviews) | 
| **Multi - tenant architecture** | 8.7 (5 reviews) | 7.8 (13 reviews) | 7.7 (54 reviews) | 

#### Management 

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Monitoring & Notification** | 8.3 (6 reviews) ✓ Verified | 8.0 (22 reviews) ✓ Verified | 8.4 (75 reviews) ✓ Verified | 
| **Routing And Orchestration** | 8.3 (6 reviews) ✓ Verified | 8.7 (18 reviews) ✓ Verified | 8.5 (77 reviews) ✓ Verified | 
| **Data Mapping** | 9.5 (7 reviews) ✓ Verified | 8.1 (22 reviews) ✓ Verified | 8.3 (67 reviews) ✓ Verified | 
| **Data Transformation** | 8.9 (6 reviews) ✓ Verified | 8.2 (23 reviews) ✓ Verified | 8.5 (70 reviews) ✓ Verified | 
| **API Management** | 8.8 (7 reviews) | 7.8 (15 reviews) | Feature Not Available | 

#### Security

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Data Encryption** | 8.1 (6 reviews) ✓ Verified | 7.3 (15 reviews) ✓ Verified | 8.3 (59 reviews) ✓ Verified | 
| **Security Standards** | 9.2 (6 reviews) ✓ Verified | 7.8 (21 reviews) ✓ Verified | 8.3 (63 reviews) ✓ Verified | 
| **Communication Protocol** | 9.0 (5 reviews) ✓ Verified | 6.9 (15 reviews) ✓ Verified | 8.4 (62 reviews) ✓ Verified | 

#### Integration Options

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Data Virtualization** | 7.3 (5 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 8.5 (58 reviews) ✓ Verified | 
| **Managed File Transfers** | 9.0 (5 reviews) ✓ Verified | 8.1 (15 reviews) ✓ Verified | 8.2 (58 reviews) ✓ Verified | 
| **Big Data Processing** | 9.3 (5 reviews) ✓ Verified | 7.3 (13 reviews) ✓ Verified | 7.4 (57 reviews) ✓ Verified | 
| **EDI** | 9.7 (5 reviews) ✓ Verified | 7.2 (10 reviews) ✓ Verified | 7.5 (48 reviews) ✓ Verified | 

#### Deployment 

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Hybrid** | 7.7 (5 reviews) | 7.0 (11 reviews) | Feature Not Available | 
| **Cloud to Cloud** | 8.8 (7 reviews) | 8.7 (15 reviews) | 8.6 (58 reviews) | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.3/10 | 21 |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Development 

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

#### Management 

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

#### Integration Options

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

### Embedded Integration Platforms

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | 8.3/10 | 21 |
| **Make** | N/A | N/A |

#### Data

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Scalability** | Not enough data | 8.0 (18 reviews) | Not enough data | 

#### Development

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Low-Code** | Not enough data | 8.8 (18 reviews) | Not enough data | 
| **Customization** | Not enough data | 8.7 (17 reviews) | Not enough data | 

#### Security

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Authentication** | Not enough data | 8.3 (18 reviews) | Not enough data | 
| **Compliance** | Not enough data | 8.4 (16 reviews) | Not enough data | 

#### Management

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Third-Party Apps** | Not enough data | 8.1 (18 reviews) | Not enough data | 
| **White Labelled** | Not enough data | 9.0 (14 reviews) | Not enough data | 
| **Workflow** | Not enough data | 9.0 (16 reviews) | Not enough data | 
| **Self-Service** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Notification** | Not enough data | 7.9 (7 reviews) | Not enough data | 

#### Application Integration

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Third Party** | Not enough data | 8.0 (5 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.0 (10 reviews) | Not enough data | 
| **Workflow Automation** | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Connectivity** | Not enough data | 8.5 (9 reviews) | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.0/10 | 11 |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Data Management 

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

#### Functionality

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

#### Security

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

#### Generative AI

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | 8.2/10 | 7 |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Functionality

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

#### Management

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

#### Generative AI

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **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 | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Unified APIs

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Integrations

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Integration Breadth** | Not enough data | Not enough data | Not enough data | 
| **Data Processing** | Not enough data | Not enough data | Not enough data | 
| **Ease Of Integration** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Professional Support** | Not enough data | Not enough data | Not enough data | 
| **Community Support** | Not enough data | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Management

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

#### Reporting

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

#### Security

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

### API Management

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | 8.2/10 | 39 |
| **Make** | N/A | N/A |

#### API Construction

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **API Testing** | Not enough data | 8.5 (35 reviews) | Not enough data | 
| **Data Security** | Not enough data | 8.1 (26 reviews) | Not enough data | 
| **Orchestration** | Not enough data | 8.8 (31 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.7 (35 reviews) | Not enough data | 

#### API Management

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Traffic Control** | Not enough data | 7.4 (22 reviews) | Not enough data | 
| **Logs/Documentation** | Not enough data | 7.2 (30 reviews) | Not enough data | 
| **API Monitoring** | Not enough data | 7.8 (29 reviews) | Not enough data | 
| **Monetization** | Not enough data | 7.6 (17 reviews) | Not enough data | 
| **Gateway** | Not enough data | 8.2 (21 reviews) | Not enough data | 

#### Data Integration

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **App Integration** | Not enough data | 8.8 (35 reviews) | Not enough data | 
| **Data Transformation** | Not enough data | 8.6 (31 reviews) | Not enough data | 
| **Plugins** | Not enough data | 8.7 (26 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Integrate.io** | N/A | N/A |
| **Tray.ai** | N/A | N/A |
| **Make** | N/A | N/A |

#### Building Reports

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [iPaaS Software](https://www.g2.com/categories/ipaas)

**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), [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to Tray.ai (7):** [Unified APIs Software](https://www.g2.com/categories/unified-apis), [Embedded Integration Platforms](https://www.g2.com/categories/embedded-integration-platforms), [API Development Tools](https://www.g2.com/categories/api-development), [ETL Tools](https://www.g2.com/categories/etl-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [API Management Tools](https://www.g2.com/categories/api-management), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)

**Unique to Make (2):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [API Marketplaces](https://www.g2.com/categories/api-marketplace)


---
## Reviewer Demographics

### By Company Size

| Segment | Integrate.io | Tray.ai | Make | 
|---|---|---|---|
| **Small-Business** | 31.9% | 34.6% | 77.9% | 
| **Mid-Market** | 51.0% | 54.9% | 18.4% | 
| **Enterprise** | 17.1% | 10.5% | 3.7% | 

### 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%

#### Tray.ai

- **Computer Software:** 30.7%
- **Information Technology and Services:** 16.3%
- **Marketing and Advertising:** 8.5%
- **Internet:** 4.6%
- **Education Management:** 3.3%
- **Events Services:** 2.0%
- **Telecommunications:** 2.0%
- **Higher Education:** 2.0%
- **Financial Services:** 2.0%
- **Computer & Network Security:** 1.3%
- **Other:** 27.5%

#### Make

- **Marketing and Advertising:** 16.1%
- **Computer Software:** 12.5%
- **Information Technology and Services:** 10.0%
- **Financial Services:** 3.6%
- **Retail:** 3.2%
- **Health, Wellness and Fitness:** 2.5%
- **Education Management:** 2.5%
- **Accounting:** 2.5%
- **Internet:** 2.2%
- **Construction:** 1.8%
- **Other:** 43.0%

---
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- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (202 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2071 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (748 reviews)

### Alternatives to Tray.ai

- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (748 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2071 reviews)
- [Jitterbit](https://www.g2.com/products/jitterbit/reviews) — 4.5/5 stars (605 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Postman](https://www.g2.com/products/postman/reviews) — 4.6/5 stars (1775 reviews)

### Alternatives to Make

- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2071 reviews)
- [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) — 4.6/5 stars (7574 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (748 reviews)
- [Integrately](https://www.g2.com/products/integrately/reviews) — 4.7/5 stars (704 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [IFTTT](https://www.g2.com/products/ifttt/reviews) — 4.5/5 stars (117 reviews)
- [n8n](https://www.g2.com/products/n8n/reviews) — 4.7/5 stars (283 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 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."

### Tray.ai

- Title: [Support?](https://www.g2.com/discussions/support-b843ff9e-a19e-43ea-bd5a-795bf95cca36) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Absolutely. We like talking with you to help you get started, coach, or co-build your dream integration. We'll pick-up your call, web-chat, email or smoke..."
- Title: [What is Tray.io used for?](https://www.g2.com/discussions/what-is-tray-io-used-for) — 1 comment
  > **Top comment:** "They do workflow automation and ETL I think."
- Title: [What is Tray io?](https://www.g2.com/discussions/what-is-tray-io) — 1 comment
  > **Top comment:** "Hi there! Tray.io is a low-code integration and automation platform that's used to connect SaaS systems together when out of the box integration is not..."
- Title: [Is there a plan to suppot several environments? Like staging, qa, production?](https://www.g2.com/discussions/tray-io-is-there-a-plan-to-suppot-several-environments-like-staging-qa-production) — 1 comment, 1 upvote
  > **Top comment:** "Thanks for the question Josue, we do currently support multiple environments through Workspaces. You could create a 'Staging' workspace, 'QA' workspace, and..."
- Title: [Performance, related to process a lot of data is something that we can improve taking more machine resources in our contract?](https://www.g2.com/discussions/performance-related-to-process-a-lot-of-data-is-something-that-we-can-improve-taking-more-machine-resources-in-our-contract) — 1 comment, 1 upvote
  > **Top comment:** "Thanks for the question. There are a variety of ways to optimize specific workflow steps and processes that can dramatically improve data processing..."

### Make

- Title: [What is Make (formerly Integromat) used for?](https://www.g2.com/discussions/what-is-make-formerly-integromat-used-for) — 2 comments
  > **Top comment:** "Hi,
Make (formely Integromat) is used to automate work actions by means of scenarios (for example, save your incoming emails in an excel spreadsheet without..."
- Title: [How good is Integromat?](https://www.g2.com/discussions/how-good-is-integromat) — 2 comments
  > **Top comment:** "So far it solved all the scenarios where I needed it, where Z***** failed. Once you understand how to use the data manipulation functions you can literally..."
- Title: [What is Integromat?](https://www.g2.com/discussions/what-is-integromat) — 2 comments
  > **Top comment:** "Integromat is a powerful integration platform that allows you to visualize, design and automate your work in minutes"
- Title: [Can i schedule an operation to run 24 hours after the trigger started?](https://www.g2.com/discussions/can-i-schedule-an-operation-to-run-24-hours-after-the-trigger-started) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Hey Diego, you can use our data store module to schedule the start of the operation, please watch this tutorial to get more info -..."
- Title: [How can i join and support the community?](https://www.g2.com/discussions/12121-how-can-i-join-and-support-the-community) — 2 comments, 1 upvote
  > **Top comment:** "You can find the official Integromat community at Facebook: https://www.facebook.com/groups/integromat/"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/integrate-io-vs-tray-ai-vs-integromat-by-celonis-make)