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# Dashworks vs Guru Comparison - What are their main differences?

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DashworksGuru[+ Add Product](#)

Reviews

**Dashworks** [

4.5/5(71)

](https://www.g2.com/products/dashworks/reviews#reviews)

**Guru** [

4.7/5(2,323)

](https://www.g2.com/products/guru/reviews#reviews)

Pricing

**Dashworks**
Free Trial

**$12.00** 1 Seat Per Month · Team Plan

**Guru**
Free Trial

**Contact Us** · AI Source of Truth Platform

**Pricing Insights**
from reviews

Time to Implement

**Dashworks**
1 monthFaster

Based on 6 responses

**Guru**
2 months

Based on 75 responses

Return on Investment

**Dashworks**
7 months3 months sooner

Based on 5 responses

**Guru**
10 months

Based on 53 responses

Perceived Cost

**Dashworks**
Not enough reviews yet

**Guru**
$$$$$

Average Discount

**Dashworks**
11%

**Guru**
12%1% more

 ![Dashworks](https://images.g2crowd.com/uploads/product/hd_favicon/03781ffbd6d8c68538328f5c5c0d640f/dashworks.svg "Dashworks")

 ![Guru](https://images.g2crowd.com/uploads/product/hd_favicon/ca023436a2b2ea9ce1964fde428f0038/guru.svg "Guru")

G2 offers free advice on this comparison.

Chat with an expert

How do we contact you?

 ![](/assets/advisor_router/text_message-df41c2977e57ce19bdccb768c56510d9fa9182b581f7903660ca57fd8634bf09.svg)Text Message

 ![](/assets/advisor_router/phone_call-c9171db19e0526ecaea5fcbe1122f2ba459d8ab314c830a23440e5a1a536d62f.svg)Phone Call

Who do you want to talk with?

 ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg)AI Agent

 ![](/assets/advisor_router/human-26a980d7eed0089d422337af1b2588329a59f3fec5a0eff6d1b43312553d4c7b.svg)Human

Pros & Cons

**Dashworks**
[
Useful (15)
](https://www.g2.com/products/dashworks/reviews?filters%5Bsentiment_snippet%5D=1576818&qs=pros-and-cons#reviews)[
Ease of Use (12)
](https://www.g2.com/products/dashworks/reviews?filters%5Bsentiment_snippet%5D=1577066&qs=pros-and-cons#reviews)[
Search Functionality (6)
](https://www.g2.com/products/dashworks/reviews?filters%5Bsentiment_snippet%5D=1578653&qs=pros-and-cons#reviews)[
Inefficient Search Functionality (5)
](https://www.g2.com/products/dashworks/reviews?filters%5Bsentiment_snippet%5D=1578276&qs=pros-and-cons#reviews)

**Guru**
[
Ease of Use (726)
](https://www.g2.com/products/guru/reviews?filters%5Bsentiment_snippet%5D=1290025&qs=pros-and-cons#reviews)[
Helpful (411)
](https://www.g2.com/products/guru/reviews?filters%5Bsentiment_snippet%5D=1283841&qs=pros-and-cons#reviews)[
Search Functionality (148)
](https://www.g2.com/products/guru/reviews?filters%5Bsentiment_snippet%5D=1289756&qs=pros-and-cons#reviews)[
Inefficient Search (146)
](https://www.g2.com/products/guru/reviews?filters%5Bsentiment_snippet%5D=1286508&qs=pros-and-cons#reviews)

Integrations

**Dashworks**
Not enough data

**Guru**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_875175039c275eab2eed735a56ad8cee/chrome-os.jpeg "Product Avatar Image")

Chrome OS

](https://www.g2.com/products/chrome-os/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2a9a43b2d4b9db5bdb0ced67c5e23b61/confluence.png "Product Avatar Image")

Confluence

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_4a9a6d57cdd833bf0381d21fd9246641/google-workspace.png "Product Avatar Image")

Google Workspace

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_69054bc7d40597b06fc3905720ccc914/microsoft-outlook.png "Product Avatar Image")

Outlook

](https://www.g2.com/products/microsoft-outlook/reviews)[
View all
](https://www.g2.com/products/guru/integrations)

Screenshots

**Dashworks**
 ![Dashworks 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/1369085/1200x800px-_7_.jpg)

**Guru**
 ![Guru 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/1359478/Guru-howitworks-gif2-v1b-_2_.gif)

Ratings

Meets Requirements

**Dashworks**

8.7

8.768

**Guru**

9.3

9.31,887

Ease of Use

**Dashworks**

9.2

9.271

**Guru**

9.3

9.31,909

Ease of Setup

**Dashworks**

9.3

9.341

**Guru**

9.3

9.3922

Ease of Admin

**Dashworks**

9.2

9.219

**Guru**

9.0

9.0475

Quality of Support

**Dashworks**

9.3

9.354

**Guru**

9.4

9.41,485

Has the product been a good partner in doing business?

**Dashworks**

9.8

9.819

**Guru**

9.4

9.4428

Product Direction (% positive)

**Dashworks**

9.5

9.569

**Guru**

9.2

9.21,783

Features

Enterprise Search Software[Hide 69 FeaturesShow 69 Features](javascript:void(0);)

8.6

40

9.2

127

Compatibility

Federated Search

9.0

37

9.3(won by 0.3)

74

File Types

8.9

39

9.1(won by 0.2)

72

Global Language Support

8.1

38

9.1(won by 1.0)

75

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

Agentic AI - Enterprise Search Software

Autonomous Task Execution

Not enough data

8.9(won by default)

24

Multi-step Planning

Not enough data

8.9(won by default)

25

Cross-system Integration

Not enough data

9.2(won by default)

25

Adaptive Learning

Not enough data

9.0(won by default)

24

Proactive Assistance

Not enough data

8.9(won by default)

25

Decision Making

Not enough data

8.8(won by default)

24

AI/Machine Learning

Not enough data

Not enough data

Search Queries

Typo Tolerance

8.7

38

9.4(won by 0.7)

73

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

Faceted Search

8.5

37

9.4(won by 0.9)

76

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

Synonyms

8.7

38

9.3(won by 0.6)

72

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

Natural Language

9.1

38

9.2(won by 0.1)

74

Highlighting

Feature Not Available

9.4(won by default)

69

Full Text Search

Not enough data

Not enough data

AI powered search - Enterprise Search Software

Generative RAG (Retrieval augmented generation)

Not enough data

9.0(won by default)

19

Relevance Tuning

Not enough data

9.1(won by default)

18

NLP & Semantic search

Not enough data

9.1(won by default)

18

Fuzzy Search

Not enough data

Not enough data

Functionality

Personalization

8.4

37

9.2(won by 0.8)

74

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

Search Analytics

8.2

37

9.4(won by 1.2)

75

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

Integrations

8.7

38

9.3(won by 0.6)

80

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

Visual Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Compatibility - Enterprise Search Software

File Types

Not enough data

9.2(won by default)

18

Federated Search

Not enough data

9.6(won by default)

19

Global Language Support

Not enough data

8.7(won by default)

18

Additional Functionality

Sentiment Analysis

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Indexing

Not enough data

Not enough data

Autocomplete

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Catalog Management

Not enough data

Not enough data

Query Suggestions

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

For Enterprises

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Functionality - Enterprise Search Software

Personalization

Not enough data

9.2(won by default)

19

Search Analytics

Not enough data

9.6(won by default)

19

Integrations

Not enough data

9.4(won by default)

20

Search Queries - Enterprise Search Software

Highlighting

Not enough data

9.6(won by default)

19

Faceted Search

Not enough data

8.9(won by default)

19

Typo Tolerance

Not enough data

9.5(won by default)

19

Synonyms

Not enough data

9.8(won by default)

18

AI Chatbots[Hide 77 FeaturesShow 77 Features](javascript:void(0);)

8.4

29

Not enough data

Core Conversational Capabilities - AI Chatbots

Controlled LLM Response Generation

Not enough data

Not enough data

Context Maintenance Within Sessions

Not enough data

Not enough data

Natural Language Understanding & Intent Inference

Not enough data

Not enough data

Data

Reliability

8.6(won by default)

29

Not enough data

Data Security

8.3(won by default)

28

Not enough data

Interaction

Complex Query Handling

8.2(won by default)

29

Not enough data

Natural Conversation

9.0(won by default)

28

Not enough data

Understanding

8.6(won by default)

22

Not enough data

Feedback Management

8.3(won by default)

28

Not enough data

Customizability

8.1(won by default)

22

Not enough data

Multi-Channel Management

Not enough data

Not enough data

Communication Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Task & Flow Management - AI Chatbots

Scripted Dialogue & Decision Tree Support

Not enough data

Not enough data

Fallback Responses for Unknown Queries

Not enough data

Not enough data

Learning

User Interaction Learning

8.3(won by default)

28

Not enough data

Error Learning

7.2(won by default)

27

Not enough data

Deployment & Embedding - AI Chatbots

API Access for Business System Integration

Not enough data

Not enough data

Web Widget & SDK Embedding

Not enough data

Not enough data

Content Generation

Creativity

8.3(won by default)

26

Not enough data

Content Accuracy

8.0(won by default)

27

Not enough data

Admin & Configuration - AI Chatbots

No-Code Conversation Design

Not enough data

Not enough data

System

Update Frequency and Utility

8.6(won by default)

27

Not enough data

Cross-Platform Compatibility 

8.6(won by default)

27

Not enough data

Software Integration

9.0(won by default)

27

Not enough data

API Flexibility

Feature Not Available

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Agentic AI - AI Chatbots

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

Monitoring & Improvement - AI Chatbots

Feedback-Driven Response Optimization

Not enough data

Not enough data

Reliability & Safety - AI Chatbots

Guardrails & Content Controls

Not enough data

Not enough data

Additional Functionality

Autoresponders

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Pre-Configured Bot

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Live Chat

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Code-free Development

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Customer Service Analytics

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Intent Recognition

Not enough data

Not enough data

Lead Capture

Not enough data

Not enough data

Multi-Channel Communication

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Chat/Messaging

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Chat Transcript

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Contextual Guidance

Not enough data

Not enough data

Natural Language Search

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Speech Synthesis

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

API

Not enough data

Not enough data

For Developers

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Engagement Tracking

Not enough data

Not enough data

Insight Engines[Hide 46 FeaturesShow 46 Features](javascript:void(0);)

Not enough data

9.5

137

Content Management

Data Centralization - Insight Engines

Not enough data

9.6(won by default)

87

Archiving - Insight Engines

Not enough data

9.6(won by default)

87

Search Analysis - Insight Engines

Not enough data

9.5(won by default)

84

Intelligent Search

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Content Discovery

Search Interface - Insight Engines

Not enough data

9.5(won by default)

88

AI Functionality - Insight Engines

Not enough data

9.5(won by default)

85

NLP Functionality - Insight Engines

Not enough data

9.5(won by default)

83

Data Mining - Insight Engines

Not enough data

9.2(won by default)

83

Structured Navigation - Insight Engines

Not enough data

9.6(won by default)

81

Machine Learning - Insight Engines

Not enough data

9.5(won by default)

82

Full Text Search

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

9.4(won by default)

44

AI Text Summarization

Not enough data

9.4(won by default)

45

Multiple Data Sources

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Analytics

Not enough data

Not enough data

Data Source Connectors

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Knowledge Management

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Recommendations

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Augmented Analytics

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Intent Recognition

Not enough data

Not enough data

Indexing

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Usage Tracking/Analytics

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Behavioral Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Contact Center Knowledge Base[Hide 21 FeaturesShow 21 Features](javascript:void(0);)

Not enough data

9.3

917

Administration

Database Management 

Not enough data

9.3(won by default)

640

Data Workflows

Not enough data

9.2(won by default)

635

Issue Management

Not enough data

9.2(won by default)

630

Knowledge Management

Knowledge Base

Not enough data

9.7(won by default)

757

Publishing Workflows

Not enough data

9.3(won by default)

704

Analytics

Not enough data

9.2(won by default)

668

Compliance

Policies and Controls

Not enough data

9.3(won by default)

650

Data Governance

Not enough data

9.3(won by default)

621

Compliance

Not enough data

9.3(won by default)

618

Auditing

Not enough data

9.2(won by default)

596

Customer Support

Intelligent Search

Not enough data

9.2(won by default)

725

Suggestions

Not enough data

9.2(won by default)

685

Decision Trees

Not enough data

9.1(won by default)

613

Data Security

Risk Data Attributes

Not enough data

9.2(won by default)

598

Data Transport

Not enough data

9.3(won by default)

592

Access Management

Not enough data

9.3(won by default)

615

Multi-Factor Authentication

Not enough data

9.2(won by default)

598

Administration

Integrations

Not enough data

9.2(won by default)

645

User, Role, and Access Management

Not enough data

9.3(won by default)

666

Performance and Reliability

Not enough data

9.5(won by default)

733

Generative AI

AI Text Summarization

Not enough data

9.1(won by default)

456

Q&A Platforms[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

8.5

24

Not enough data

Account Options

Single Sign-On (SSO)

9.1(won by default)

24

Not enough data

Social Login

6.7(won by default)

18

Not enough data

Bookmarking

8.1(won by default)

18

Not enough data

History

8.9(won by default)

19

Not enough data

Reputation System

Feature Not Available

Not enough data

Topic Subscription

Feature Not Available

Not enough data

Q&A Tools

Voting

8.8(won by default)

23

Not enough data

Integrations

9.0(won by default)

24

Not enough data

Knowledge Integrations

9.0(won by default)

23

Not enough data

Formatting

8.8(won by default)

16

Not enough data

Analytics

7.9(won by default)

22

Not enough data

Tags

Feature Not Available

Not enough data

Commenting System

Feature Not Available

Not enough data

Notifications

Feature Not Available

Not enough data

Embedding

Feature Not Available

Not enough data

Knowledge Base[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

Not enough data

9.1

876

Knowledge Pages

Templates

Not enough data

9.0(won by default)

655

In-Content Feedback

Not enough data

9.1(won by default)

612

Versioning and Version History

Not enough data

9.1(won by default)

654

Decision Trees

Not enough data

8.9(won by default)

552

Duplicate Detection

Not enough data

8.9(won by default)

511

Content Editor

Not enough data

9.1(won by default)

523

WYSIWYG Editor

Not enough data

Not enough data

Rich Text Editor

Not enough data

Not enough data

Drag & Drop Editor

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Knowledge Dissemination

Page Analytics

Not enough data

9.0(won by default)

640

Permissions

Not enough data

9.1(won by default)

635

Knowledge Sharing

Not enough data

9.5(won by default)

712

Notifications

Not enough data

9.2(won by default)

683

Advanced Search

Not enough data

9.2(won by default)

547

Browser Extension

Not enough data

9.2(won by default)

550

Organization

Not enough data

9.4(won by default)

557

Other Integrations

Not enough data

9.0(won by default)

527

Knowledge Integrations

Not enough data

9.2(won by default)

532

Full Text Search

Not enough data

Not enough data

Web Notifications

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Website Integration

Not enough data

Not enough data

Social Media Integration

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Agentic AI - Knowledge Base

Adaptive Learning

Not enough data

8.8(won by default)

78

Natural Language Interaction

Not enough data

9.0(won by default)

78

Proactive Assistance

Not enough data

8.9(won by default)

79

Multi-Language

Not enough data

Not enough data

Additional Functionality

Search/Filter

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

Content Publishing Options

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Document Classification

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

SEO Management

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Mobile Interface

Not enough data

Not enough data

Catalog Management

Not enough data

Not enough data

Online Forums

Not enough data

Not enough data

Email Alerts

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Mobile Alerts

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Live Chat

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Knowledge Management

Not enough data

Not enough data

Wiki

Not enough data

Not enough data

Text Editing

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Discussions/Forums

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Calendar Management

Not enough data

Not enough data

Communication Management

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

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

Not enough data

9.1

108

Responses

Personalization

Not enough data

9.1(won by default)

41

Route To Human

Not enough data

9.3(won by default)

38

Natural Language Understanding (NLU)

Not enough data

8.8(won by default)

41

Multi-Language

Not enough data

Not enough data

Automation - AI Agents

Sales Follow-Up

Not enough data

8.7(won by default)

35

Customer Interaction Automation

Not enough data

8.7(won by default)

39

Lead Generation

Not enough data

8.7(won by default)

37

Document Processing

Not enough data

8.9(won by default)

42

Feedback Collection

Not enough data

9.1(won by default)

38

Natural Language Processing

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Platform

Conversation Editor

Not enough data

9.1(won by default)

39

Integration

Not enough data

9.3(won by default)

43

Human-In-The-Loop

Not enough data

9.3(won by default)

41

Drag & Drop Editor

Not enough data

Not enough data

Human-in-the-loop (HITL)

Not enough data

Not enough data

Autonomy - AI Agents

Independent Decision Making

Not enough data

9.1(won by default)

41

Adaptive Responses

Not enough data

9.1(won by default)

40

Task Execution

Not enough data

9.2(won by default)

40

Problem Solving

Not enough data

9.2(won by default)

42

Generative AI

AI Text Generation

Not enough data

8.8(won by default)

42

AI Text Summarization

Not enough data

9.0(won by default)

40

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

AI Agent Builders[Hide 43 FeaturesShow 43 Features](javascript:void(0);)

Not enough data

10.0

13

Customization - AI Agent Builders

Natural Language Configuration

Not enough data

10.0(won by default)

5

Tone Customization

Not enough data

Not enough data

Security Guardrails

Not enough data

Not enough data

API Security

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Functionality - AI Agent Builders

Proactive Response Capabilities

Not enough data

10.0(won by default)

5

Omni-channel Support

Not enough data

Not enough data

Agent Branding

Not enough data

Not enough data

Seamless Human Escalation

Not enough data

Not enough data

Multimedia Support

Not enough data

Not enough data

Multi-Modal Input Support

Not enough data

Not enough data

Data and Analytics - AI Agent Builders

Analytics & Reporting

Not enough data

Not enough data

Contextual Awareness

Not enough data

Not enough data

Data Privacy Compliance

Not enough data

Not enough data

Integration - AI Agent Builders

Platform Interoperability

Not enough data

10.0(won by default)

5

Workflow Automation

Not enough data

Not enough data

API Usage

Not enough data

Not enough data

CRM Data Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Version Control

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Webhooks

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Fallback Handling

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Multiple LLM Models

Not enough data

Not enough data

Built-in AI Assistant

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Agent Design Tools

Not enough data

Not enough data

Deep Learning

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

Deployment Management

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

Show 6 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

Call & Contact Center[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Call Reporting

Not enough data

Not enough data

Automatic Call Distribution

Not enough data

Not enough data

Call Whispering

Not enough data

Not enough data

Callback Scheduling

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Call Tagging

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Call Recording

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Call Transcription

Not enough data

Not enough data

Queue Management

Not enough data

Not enough data

Manual Dialer

Not enough data

Not enough data

Call Tracking

Not enough data

Not enough data

Auto-Dialer

Not enough data

Not enough data

Call Monitoring

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Multi-Channel Communication

Not enough data

Not enough data

Contact Management

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Progressive Dialer

Not enough data

Not enough data

Voice Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

IVR

Not enough data

Not enough data

Call Logging

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Outbound Call Center

Not enough data

Not enough data

Interaction Tracking

Not enough data

Not enough data

Voice Mail

Not enough data

Not enough data

Call Routing

Not enough data

Not enough data

Automated Responses

Not enough data

Not enough data

API

Not enough data

Not enough data

Call Transfer

Not enough data

Not enough data

AI Summarization

Not enough data

Not enough data

Call Center Management

Not enough data

Not enough data

Inbound Call Center

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Not enough data

Chat/Messaging

Not enough data

Not enough data

Predictive Dialer

Not enough data

Not enough data

Blended Call Center

Not enough data

Not enough data

Caller ID

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Computer Telephony Integration

Not enough data

Not enough data

Call Scripting

Not enough data

Not enough data

Generative AI[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Code Generation

Not enough data

Not enough data

Text to Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Virtual Characters and Avatars

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Conditional Generation

Not enough data

Not enough data

Transformer Model

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Interactive and Co-Creative Systems

Not enough data

Not enough data

Text Summarization

Not enough data

Not enough data

Data Augmentation

Not enough data

Not enough data

Variation Autoencoder Models

Not enough data

Not enough data

Adversarial Training

Not enough data

Not enough data

Transfer Learning and Fine-tuning

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Creative Design

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Foundation Model

Not enough data

Not enough data

AI IT Agents[Hide 34 FeaturesShow 34 Features](javascript:void(0);)

Not enough data

Not enough data

Feedback Management

Feedback Management

Not enough data

Not enough data

Proactive Error Detection

Proactive Error Detection

Not enough data

Not enough data

Alerts/Notifications

Alerts/Notifications

Not enough data

Not enough data

Document Management

Document Management

Not enough data

Not enough data

Self Service Portal

Self Service Portal

Not enough data

Not enough data

Autonomous Task Execution

Autonomous Task Execution

Not enough data

Not enough data

Reporting/Analytics

Reporting/Analytics

Not enough data

Not enough data

Security & Compliance

Security & Compliance

Not enough data

Not enough data

Natural Language Processing

Natural Language Processing

Not enough data

Not enough data

Integration into Third Party Applications

Integration into Third Party Applications

Not enough data

Not enough data

AI Agent Configuration

AI Agent Configuration

Not enough data

Not enough data

Adaptive Learning

Adaptive Learning

Not enough data

Not enough data

IT Incident Management

IT Incident Management

Not enough data

Not enough data

Automated Routing

Automated Routing

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Knowledge Base Integration

Knowledge Base Integration

Not enough data

Not enough data

Support Ticket Management

Support Ticket Management

Not enough data

Not enough data

Workflow Automation

Workflow Automation

Not enough data

Not enough data

Automation - AI IT Agents

Document Processing

Not enough data

Not enough data

Feedback Collection

Not enough data

Not enough data

Autonomy - AI IT Agents

Adaptive Responses

Not enough data

Not enough data

Task Execution

Not enough data

Not enough data

Independent Decision Making

Not enough data

Not enough data

Problem Solving

Not enough data

Not enough data

IT Ticket Management - AI IT Agents

Ticket Status Updates

Not enough data

Not enough data

SLA Monitoring

Not enough data

Not enough data

Ticket Categorization

Not enough data

Not enough data

Ticket Assignment

Not enough data

Not enough data

Automated Ticket Creation

Not enough data

Not enough data

IT Support Automation - AI IT Agents

Knowledge Base Utilization

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Real-Time Troubleshooting

Not enough data

Not enough data

User Self-Service Assistance

Not enough data

Not enough data

Proactive Issue Detection

Not enough data

Not enough data

Knowledge Management[Hide 42 FeaturesShow 42 Features](javascript:void(0);)

Not enough data

Not enough data

Knowledge Base

Q & A

Not enough data

Not enough data

Link Sharing

Not enough data

Not enough data

Searchable

Not enough data

Not enough data

Security

Verification

Not enough data

Not enough data

Role-Based Permission

Not enough data

Not enough data

Public vs Private

Not enough data

Not enough data

Content

Trackable Analytics

Not enough data

Not enough data

Import

Not enough data

Not enough data

File Viewing

Not enough data

Not enough data

Update Notifications

Not enough data

Not enough data

Communication

Social Features

Not enough data

Not enough data

Tagging 

Not enough data

Not enough data

Upload 

Not enough data

Not enough data

Comments

Not enough data

Not enough data

Additional Functionality

Collaboration Tools

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Text Editing

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Discussions/Forums

Not enough data

Not enough data

API

Not enough data

Not enough data

Live Chat

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Calendar Management

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Communication Management

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

Catalog Management

Not enough data

Not enough data

Document Management

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

User Insights

Reviewers' Company Size

[![Dashworks](https://images.g2crowd.com/uploads/product/hd_favicon/03781ffbd6d8c68538328f5c5c0d640f/dashworks.svg "Dashworks")](https://www.g2.com/products/dashworks/reviews)

Dashworks

Small-Business(50 or fewer emp.)

28.2%

Mid-Market(51-1000 emp.)

50.7%

Enterprise(\> 1000 emp.)

21.1%

[![Guru](https://images.g2crowd.com/uploads/product/hd_favicon/ca023436a2b2ea9ce1964fde428f0038/guru.svg "Guru")](https://www.g2.com/products/guru/reviews)

Guru

Small-Business(50 or fewer emp.)

14.1%

Mid-Market(51-1000 emp.)

56.6%

Enterprise(\> 1000 emp.)

29.3%

Small-Business

(50 or fewer emp.)

28.2%

14.1%

Mid-Market

(51-1000 emp.)

50.7%

56.6%

Enterprise

(\> 1000 emp.)

21.1%

29.3%

Reviewers' Industry

[![Dashworks](https://images.g2crowd.com/uploads/product/hd_favicon/03781ffbd6d8c68538328f5c5c0d640f/dashworks.svg "Dashworks")](https://www.g2.com/products/dashworks/reviews)
Dashworks

Computer Software

29.6%

Information Technology and Services

9.9%

Financial Services

7.0%

Non-Profit Organization Management

5.6%

Marketing and Advertising

5.6%

Other

42.3%

[![Guru](https://images.g2crowd.com/uploads/product/hd_favicon/ca023436a2b2ea9ce1964fde428f0038/guru.svg "Guru")](https://www.g2.com/products/guru/reviews)
Guru

Computer Software

14.4%

Information Technology and Services

10.6%

Consumer Services

8.9%

Internet

6.5%

Financial Services

6.2%

Other

53.5%

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