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# Fivetran vs Improvado Comparison - What are their main differences?

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FivetranImprovado[+ Add Product](#)

Pricing

**Fivetran**
Free Trial

**Free** · Free Plan

**Improvado**
 **Contact Us** 200 Million Data Rows Per Year · Growth

**Pricing Insights**
from reviews

Time to Implement

**Fivetran**
1 monthFaster

Based on 67 responses

**Improvado**
3 months

Based on 19 responses

Return on Investment

**Fivetran**
12 months2 months sooner

Based on 53 responses

**Improvado**
14 months

Based on 16 responses

Perceived Cost

**Fivetran**
$$$$$

**Improvado**
$$$$$

Average Discount

**Fivetran**
11%

**Improvado**
13%2% more

**Pros & Cons**
from reviews

**Fivetran**
[
Ease of Use (187)
](https://www.g2.com/products/fivetran/reviews?filters%5Bsentiment_snippet%5D=1702945&qs=pros-and-cons#reviews)[
Easy Setup (74)
](https://www.g2.com/products/fivetran/reviews?filters%5Bsentiment_snippet%5D=1702448&qs=pros-and-cons#reviews)[
Sync Issues (60)
](https://www.g2.com/products/fivetran/reviews?filters%5Bsentiment_snippet%5D=1702746&qs=pros-and-cons#reviews)[
Expensive (36)
](https://www.g2.com/products/fivetran/reviews?filters%5Bsentiment_snippet%5D=1702762&qs=pros-and-cons#reviews)

**Improvado**
[
Customer Support (3)
](https://www.g2.com/products/improvado-improvado/reviews?filters%5Bsentiment_snippet%5D=1444961&qs=pros-and-cons#reviews)[
Helpful (3)
](https://www.g2.com/products/improvado-improvado/reviews?filters%5Bsentiment_snippet%5D=1443781&qs=pros-and-cons#reviews)[
Learning Curve (2)
](https://www.g2.com/products/improvado-improvado/reviews?filters%5Bsentiment_snippet%5D=1444004&qs=pros-and-cons#reviews)[
API Limitations (1)
](https://www.g2.com/products/improvado-improvado/reviews?filters%5Bsentiment_snippet%5D=1444906&qs=pros-and-cons#reviews)

Integrations

**Fivetran**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_de7b0518c01aad23330b32c4acb323dd/adp-workforce-now.jpg "Product Avatar Image")

Workforce Now

](https://www.g2.com/products/adp-workforce-now/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_e8b7928d2e1cefffe2f9fb20febf2898/algolia.png "Product Avatar Image")

Algolia

](https://www.g2.com/products/algolia/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_47f0bebc9ef2baec1a7ae990704c5b58/advertising-spire-amazon-advertising.png "Product Avatar Image")

Amazon Advertising

](https://www.g2.com/products/advertising-spire-amazon-advertising/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_809aa88d3571ee805a47d8fb156ba412/apache-kafka.jpg "Product Avatar Image")

Apache Kafka

](https://www.g2.com/products/apache-kafka/reviews)[
View all
](https://www.g2.com/products/fivetran/integrations)

**Improvado**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image")

Amazon Redshift

](https://www.g2.com/products/amazon-redshift/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1d1960fd811fe494921104cc4622adf8/bing-ads.png "Product Avatar Image")

Bing Ads

](https://www.g2.com/products/bing-ads/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d5220037917b5e22299bcf93896c3ecb/google-ads.jpg "Product Avatar Image")

Google Ads

](https://www.g2.com/products/google-ads/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_db11aab8ccb63f5742949ab9955e36bf/google-analytics.png "Product Avatar Image")

Google Analytics

](https://www.g2.com/products/google-analytics/reviews)[
View all
](https://www.g2.com/products/improvado-improvado/integrations)

Screenshots

**Fivetran**
 ![Fivetran screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/133015/g2-connector.png)

**Improvado**
 ![Improvado screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1447585/Summary.png)

**Ratings**
from reviews

Meets Requirements

**Fivetran**

8.6

8.6626

**Improvado**

8.6

8.683

Ease of Use

**Fivetran**

9.0

9.0637

**Improvado**

8.1

8.183

Ease of Setup

**Fivetran**

9.0

9.0421

**Improvado**

7.5

7.560

Ease of Admin

**Fivetran**

8.8

8.8361

**Improvado**

8.4

8.451

Quality of Support

**Fivetran**

8.5

8.5571

**Improvado**

9.0

9.083

Has the product been a good partner in doing business?

**Fivetran**

8.6

8.6355

**Improvado**

9.4

9.453

Product Direction (% positive)

**Fivetran**

8.3

8.3570

**Improvado**

9.4

9.476

**Features**
ratings from reviews

Data Extraction[Hide 89 FeaturesShow 89 Features](javascript:void(0);)

8.1

188

7.1

18

Functionality

Diverse Extraction Points

8.5(won by 1.8)

157

 (There is a greater than 0.5 difference between this product's rating and its competitors)

6.7

16

Data Structuring

8.5(won by 1.2)

148

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.3

15

Consolidation

8.4(won by 1.2)

131

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.2

16

Data Cleaning

7.1

118

7.2(won by 0.1)

15

Cloud Extraction

8.7(won by 0.8)

144

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.9

14

Visualization

6.4

112

7.0(won by 0.6)

16

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Extraction

8.7(won by default)

5

Not enough data

Real-Time Data

Not enough data

Not enough data

Image Extraction

Not enough data

Not enough data

IP Address Extraction

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Document Extraction

Not enough data

Not enough data

Phone Number Extraction

Not enough data

Not enough data

Auto Extraction

Not enough data

Not enough data

IP Address Extraction

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Image Extraction

Not enough data

Not enough data

Web Data Extraction

Not enough data

Not enough data

Diverse Extraction Points

Diverse Extraction Points

8.5(won by 1.8)

157

 (There is a greater than 0.5 difference between this product's rating and its competitors)

6.7

16

Additional Functionality

Data Storage Management

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Forms

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Multi-Channel Distribution

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Forms Management

Not enough data

Not enough data

Multi-Channel Data Collection

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Multi-Device Support

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Audience Targeting

Not enough data

Not enough data

Offline Response Collection

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

IP Rotation

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Optical Character Recognition

Not enough data

Not enough data

Batch Processing

Not enough data

Not enough data

Data Aggregation and Publishing

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Proxy Rotation

Not enough data

Not enough data

Geotargeting

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

JavaScript Rendering

Not enough data

Not enough data

HTML Parsing

Not enough data

Not enough data

Multiple File Format Support

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

CAPTCHA Solving

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Website Crawling

Not enough data

Not enough data

Scheduling

Not enough data

Not enough data

Bot Mitigation

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

ETL Tools[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

8.9

259

7.8

16

Management

Reporting

7.8(won by 0.7)

150

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.1

14

Auditing

7.4(won by 0.4)

149

7.0

10

Functionality

Extraction

9.0(won by 0.4)

191

8.6

14

Transformation

8.1

178

8.6(won by 0.5)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Loading

9.0(won by 1.2)

215

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

13

Automation

8.9(won by 1.4)

211

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.5

12

Scalability

8.5(won by 0.7)

197

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

13

Non-Relational Transformations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Additional Functionality

Integration Management

10.0(won by default)

12

Not enough data

Multiple Data Sources

10.0(won by default)

10

Not enough data

Data Connectors

8.6(won by default)

7

Not enough data

Data Synchronization

9.7(won by default)

5

Not enough data

Third-Party Integrations

10.0(won by default)

9

Not enough data

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Accounting Integration

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

eCommerce Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

Reverse ETL[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

8.1

97

Not enough data

Data Management 

Data Modeling

7.9(won by default)

69

Not enough data

Auditing

7.4(won by default)

58

Not enough data

Observability

8.4(won by default)

67

Not enough data

Reporting

7.7(won by default)

64

Not enough data

Data mapping

8.7(won by default)

85

Not enough data

Functionality

Debugging

7.6(won by default)

64

Not enough data

Notifications

7.9(won by default)

77

Not enough data

Workflow Automations

8.6(won by default)

68

Not enough data

API Integrations

8.5(won by default)

71

Not enough data

Incremental data sync

8.9(won by default)

81

Not enough data

Programmed trigger of data sync

8.8(won by default)

70

Not enough data

Data audit

8.1(won by default)

51

Not enough data

Security

Security Compliance

8.4(won by default)

62

Not enough data

Data Encryption

8.3(won by default)

53

Not enough data

Generative AI

AI Text Generation

5.6(won by default)

9

Not enough data

Data Replication[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

7.8

99

Not enough data

Management

Real-Time Analytics

7.3(won by default)

67

Not enough data

Solution Integration

8.2(won by default)

60

Not enough data

Infrastructure Compatibility

8.5(won by default)

79

Not enough data

Monitoring

8.1(won by default)

83

Not enough data

Solution Provision

System Failover

7.2(won by default)

56

Not enough data

Pay by Usage

8.1(won by default)

74

Not enough data

Service Provision

7.5(won by default)

55

Not enough data

Digital Analytics[Hide 31 FeaturesShow 31 Features](javascript:void(0);)

Not enough data

7.9

18

Metrics

Engagement

Not enough data

8.5(won by default)

14

Entry and Exit Pages

Not enough data

8.0(won by default)

14

Standard Event Tracking

Not enough data

7.9(won by default)

13

Custom Event Tracking

Not enough data

7.9(won by default)

12

Retention

Not enough data

7.2(won by default)

12

Return

Not enough data

7.2(won by default)

13

Conversions

Not enough data

8.9(won by default)

15

Funnels

Not enough data

8.6(won by default)

15

Sessions - Digital Analytics

Not enough data

8.0(won by default)

14

Reporting

Trending

Not enough data

7.9(won by default)

15

Retroactive Reporting

Not enough data

8.1(won by default)

16

Segmentation

Not enough data

7.9(won by default)

14

Mobile Reporting

Not enough data

7.1(won by default)

13

Unification Across Devices

Not enough data

8.3(won by default)

14

Custom Reports and Dashboards

Not enough data

8.4(won by default)

15

Real-Time Reporting

Not enough data

7.8(won by default)

17

Other

User Data

Not enough data

8.0(won by default)

15

Site Search Reporting

Not enough data

7.4(won by default)

13

Load Time Monitoring

Not enough data

6.7(won by default)

13

Campaign Tracking

Not enough data

8.8(won by default)

14

E-Commerce

Not enough data

7.9(won by default)

14

Promotional Messages

Not enough data

7.2(won by default)

13

Administration Alerts

Not enough data

6.8(won by default)

14

Agentic AI - Digital Analytics

Autonomous Task Execution

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Administration

API / Integrations

Not enough data

8.6(won by default)

16

QA Testing

Not enough data

7.5(won by default)

14

Performance and Reliability

Not enough data

8.3(won by default)

15

User, Role, and Access Management

Not enough data

8.2(won by default)

16

Marketing Analytics[Hide 83 FeaturesShow 83 Features](javascript:void(0);)

Not enough data

8.1

60

Marketing Operations

ROI Tracking

Not enough data

7.7(won by default)

39

|

Verified

Data Collection

Not enough data

8.7(won by default)

49

|

Verified

Customer Insights

Not enough data

7.5(won by default)

36

|

Verified

Multi-User Access

Not enough data

8.4(won by default)

43

|

Verified

Spend Management

Not enough data

7.2(won by default)

18

White Label

Not enough data

6.2(won by default)

13

Multi-Channel Data Collection

Not enough data

10.0(won by default)

6

Engagement Tracking

Not enough data

Not enough data

Keyword Tracking

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

Campaign Tracking

Not enough data

Not enough data

Conversion Tracking

Not enough data

Not enough data

SEO Management

Not enough data

Not enough data

Tag Management

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Click Tracking

Not enough data

Not enough data

Contact Management

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Lead Management

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Campaign Management

Not enough data

Not enough data

Channel Management

Not enough data

Not enough data

Template Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Agentic AI - Marketing Analytics

Third-Party Integrations

Not enough data

9.6(won by default)

8

Autonomous Task Execution

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Social Media Integration

Not enough data

Not enough data

Campaign Activity

Campaign Insights

Not enough data

8.5(won by default)

46

|

Verified

Reports and Dashboards

Not enough data

8.2(won by default)

51

|

Verified

Campaign Stickiness

Not enough data

7.6(won by default)

34

|

Verified

Multichannel Tracking

Not enough data

8.9(won by default)

47

|

Verified

Brand Optimization

Not enough data

7.3(won by default)

36

Predictive Analytics

Not enough data

6.0(won by default)

16

Multi-Campaign

Not enough data

Not enough data

Campaign Analytics

Not enough data

Not enough data

Website Analytics

Not enough data

Not enough data

Conversion Rate Optimization

Not enough data

Not enough data

Drip Campaigns

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Additional Functionality

Data Source Connectors

Not enough data

9.7(won by default)

5

Event Marketing

Not enough data

Not enough data

Social Promotion

Not enough data

Not enough data

Multi-Channel Marketing

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Lead Generation

Not enough data

Not enough data

Campaign Segmentation

Not enough data

Not enough data

Customizable Forms

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Email Templates

Not enough data

Not enough data

Web Forms

Not enough data

Not enough data

Lead Capture

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Campaign Planning

Not enough data

Not enough data

A/B Testing

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Campaign Scheduling

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Autoresponders

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Event Triggered Actions

Not enough data

Not enough data

Email Marketing

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Contact Database

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Multi-Channel Attribution

Not enough data

Not enough data

Customer Journey Mapping

Not enough data

Not enough data

KPI Monitoring

Not enough data

Not enough data

Cohort Analysis

Not enough data

Not enough data

Show 10 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

Not enough data

Not enough data

Administration

Data Modelling

Not enough data

Not enough data

Recommendations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Dashboards and Visualizations

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Profililng

Not enough data

Not enough data

Reporting and Visualization

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

Not enough data

Not enough data

Training and Guidelines

Not enough data

Not enough data

Policy Enforcement

Not enough data

Not enough data

Compliance Monitoring

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

Not enough data

Not enough data

Roles Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

Not enough data

Not enough data

Data Distribution

Not enough data

Not enough data

Data Unification

Not enough data

Not enough data

Maintainence

Data Quality Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

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

Natural Language Interaction

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Attribution[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - Attribution

Autonomous Task Execution

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

Attribution Modeling

Single-Touch Attribution

Not enough data

Not enough data

Multi-Touch Attribution

Not enough data

Not enough data

Algorithmic Attribution

Not enough data

Not enough data

Cross-Device Attribution

Not enough data

Not enough data

Offline Attribution

Not enough data

Not enough data

Custom Attribution

Not enough data

Not enough data

Cross Channel Attribution

Not enough data

Not enough data

Marketing

B2B Attribution

Not enough data

Not enough data

B2C Attribution

Not enough data

Not enough data

Multi-Channel Marketing

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Social Media Integration

Not enough data

Not enough data

Reporting

Dashboards

Not enough data

Not enough data

Data Visualizations

Not enough data

Not enough data

Custom Reporting

Not enough data

Not enough data

Additional Functionality

AI/Machine Learning

Not enough data

Not enough data

Multi-Channel Management

Not enough data

Not enough data

Multi-Campaign

Not enough data

Not enough data

Campaign Segmentation

Not enough data

Not enough data

Channel Management

Not enough data

Not enough data

Advertising Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Campaign Planning

Not enough data

Not enough data

Customer Activity Tracking

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Conversion Tracking

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Campaign Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

A/B Testing

Not enough data

Not enough data

Customer Journey Mapping

Not enough data

Not enough data

Affiliate Management

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Lead Capture

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Audience Targeting

Not enough data

Not enough data

Attribution Modeling

Not enough data

Not enough data

ROI Tracking

Not enough data

Not enough data

Conversion Rate Optimization

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Lead Management

Not enough data

Not enough data

Campaign Analytics

Not enough data

Not enough data

Visitor Tracking

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Website Analytics

Not enough data

Not enough data

Engagement Tracking

Not enough data

Not enough data

Lead Qualification

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

DataOps Platforms[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - DataOps Platforms

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

Decision Making

Not enough data

Not enough data

Data Management

Data Integration

9.3(won by default)

41

Not enough data

Metadata

9.0(won by default)

35

Not enough data

Self-service

9.2(won by default)

41

Not enough data

Automated workflows

9.2(won by default)

39

Not enough data

Analytics

Analytics capabilities

8.2(won by default)

34

Not enough data

Dasboard visualizations

6.9(won by default)

18

Not enough data

Monitoring and Management

Data Observability

8.4(won by default)

35

Not enough data

Testing capabilities

8.7(won by default)

36

Not enough data

Cloud Deployment

Hybrid cloud support

8.5(won by default)

31

Not enough data

Cloud migration capabilities

8.3(won by default)

29

Not enough data

Generative AI

AI Text Generation

6.7(won by default)

7

Not enough data

AI Text Summarization

6.9(won by default)

7

Not enough data

AI Agents For Business Operations[Hide 76 FeaturesShow 76 Features](javascript:void(0);)

Not enough data

Not enough data

Automation - AI Agents

Sales Follow-Up

Not enough data

Not enough data

Customer Interaction Automation

Not enough data

Not enough data

Lead Generation

Not enough data

Not enough data

Document Processing

Not enough data

Not enough data

Feedback Collection

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Responses

Personalization

Not enough data

Not enough data

Route To Human

Not enough data

Not enough data

Natural Language Understanding (NLU)

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Autonomy - AI Agents

Independent Decision Making

Not enough data

Not enough data

Adaptive Responses

Not enough data

Not enough data

Task Execution

Not enough data

Not enough data

Problem Solving

Not enough data

Not enough data

Platform

Conversation Editor

Not enough data

Not enough data

Integration

Not enough data

Not enough data

Human-In-The-Loop

Not enough data

Not enough data

Drag & Drop Editor

Not enough data

Not enough data

Human-in-the-loop (HITL)

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Additional Functionality

Agent Collaboration

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

For No-Code Development

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Dynamic Modeling

Not enough data

Not enough data

API

Not enough data

Not enough data

Memory Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Cost Management

Not enough data

Not enough data

Scheduling

Not enough data

Not enough data

Natural Language Interface

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Multiple LLM Models

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Customizable Frameworks

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Intent Recognition

Not enough data

Not enough data

Contextual Guidance

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Attended Automation

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

For Sales/Marketing

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Business Process Automation

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Multi-Channel Communication

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Deep Learning

Not enough data

Not enough data

Code-free Development

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Automated Responses

Not enough data

Not enough data

Knowledge Management

Not enough data

Not enough data

Transfers/Routing

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customer Experience Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Customer Engagement

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Unattended Automation

Not enough data

Not enough data

Conversation Intelligence

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

Agentic Analytics[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

Not enough data

Not enough data

Data Connectivity and Prep - Agentic Analytics

Data Source Connectivity

Not enough data

Not enough data

Automated Data Preparation

Not enough data

Not enough data

Autonomous Insight Generation - Agentic Analytics

Predictive & Prescriptive Analytics

Not enough data

Not enough data

Continuous Pattern Detection

Not enough data

Not enough data

Multi‑Step Reasoning

Not enough data

Not enough data

Interaction and Workflow - Agentic Analytics

Natural Language Query and Conversational Analytics

Not enough data

Not enough data

Action Triggering & Workflow Orchestration

Not enough data

Not enough data

Explainability & Audit Trails

Not enough data

Not enough data

AI Agent Management - Agentic Analytics

Agent Configuration & Goals

Not enough data

Not enough data

Continuous Learning & Feedback

Not enough data

Not enough data

Backup[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Management

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

Activity Monitoring

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Documentation

Not enough data

Not enough data

Security

Data Encryption

Not enough data

Not enough data

Security and Compliance

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

Account-Based Execution[Hide 14 FeaturesShow 14 Features](javascript:void(0);)

Not enough data

Not enough data

Marketing Distribution

Segmentation 

Not enough data

Not enough data

Personalized Messaging 

Not enough data

Not enough data

Website Personalization 

Not enough data

Not enough data

Email Campaigns 

Not enough data

Not enough data

Digital Advertising

Not enough data

Not enough data

Direct Mail

Not enough data

Not enough data

Campaign Planning

Strategy Mapping 

Not enough data

Not enough data

Prioritized Accounts 

Not enough data

Not enough data

Trending Accounts 

Not enough data

Not enough data

Sales Activation

Not enough data

Not enough data

Integrations

Ad Network Integrations 

Not enough data

Not enough data

Buyer Intent Data Integration

Not enough data

Not enough data

Marketing Automation Integration

Not enough data

Not enough data

CRM Integration

Not enough data

Not enough data

AI Agents[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - AI Agents

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

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Data Quality[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Identification

Not enough data

Not enough data

Correction

Not enough data

Not enough data

Normalization

Not enough data

Not enough data

Preventative Cleaning

Not enough data

Not enough data

Data Matching

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Management

Reporting

Not enough data

Not enough data

Automation

Not enough data

Not enough data

Quality Audits

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Governance

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Metadata Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Rules

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Address Validation

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran")](https://www.g2.com/products/fivetran/reviews)

Fivetran

Small-Business(50 or fewer emp.)

27.0%

Mid-Market(51-1000 emp.)

59.1%

Enterprise(\> 1000 emp.)

13.8%

[![Improvado](https://images.g2crowd.com/uploads/product/hd_favicon/1551288245/improvado-improvado.svg "Improvado")](https://www.g2.com/products/improvado-improvado/reviews)

Improvado

Small-Business(50 or fewer emp.)

35.2%

Mid-Market(51-1000 emp.)

50.0%

Enterprise(\> 1000 emp.)

14.8%

Small-Business

(50 or fewer emp.)

27.0%

35.2%

Mid-Market

(51-1000 emp.)

59.1%

50.0%

Enterprise

(\> 1000 emp.)

13.8%

14.8%

Reviewers' Industry

[![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran")](https://www.g2.com/products/fivetran/reviews)
Fivetran

Computer Software

22.2%

Information Technology and Services

16.9%

Financial Services

8.3%

Retail

4.9%

Marketing and Advertising

3.7%

Other

43.9%

[![Improvado](https://images.g2crowd.com/uploads/product/hd_favicon/1551288245/improvado-improvado.svg "Improvado")](https://www.g2.com/products/improvado-improvado/reviews)
Improvado

Marketing and Advertising

53.4%

Hospital & Health Care

8.0%

Food & Beverages

3.4%

Retail

3.4%

Higher Education

2.3%

Other

29.5%

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