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Compare Demandbase One and Great Expectations 
Featured Products
At a Glance
Market Segments
Mid-Market (49.5% of reviews)
Mid-Market (45.5% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Demandbase One
Star Rating
(1,916)4.4 out of 5
Market Segments
Mid-Market (49.5% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Demandbase OneGreat Expectations
Star Rating
(11)4.5 out of 5
Market Segments
Mid-Market (45.5% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Great ExpectationsSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Demandbase One excels in its ability to gather data from various lead platforms, making it easier for users to send updated communications. This feature is particularly beneficial for organizations looking to enhance their marketing strategies through account recommendations based on purchase intent.
- Users say Great Expectations shines in its simplicity and effectiveness as a Python library for data quality management. Reviewers appreciate how it allows them to define their own expectations or use predefined ones, which streamlines the validation and verification process for large code bases.
- According to verified reviews, Demandbase One has a robust user interface that contributes to a positive user experience. Users highlight the platform's flexibility and customization options, which are ideal for automating account-based advertising and retargeting efforts.
- Reviewers mention that Great Expectations is particularly useful for data professionals, as it simplifies the management of data quality. This allows users to focus more on data analysis rather than worrying about the integrity of their data, which is a significant advantage for teams handling large datasets.
- G2 reviewers report that Demandbase One's support team is responsive and effective, with users noting quick resolution times for any issues encountered. This level of support enhances the overall user experience, making it a reliable choice for businesses.
- Users say that while Great Expectations has a smaller number of reviews, it consistently receives high ratings for its ease of use and setup. This indicates that new users can quickly adapt to the platform, which is a crucial factor for teams looking to implement data quality solutions without extensive training.
Pricing
Entry-Level Pricing
Demandbase One
No pricing availableGreat Expectations
No pricing availableFree Trial
Demandbase One
No trial information availableGreat Expectations
No trial information availableRatings
Meets Requirements
8.5
1,485
9.2
11
Ease of Use
8.5
1,544
9.1
9
Ease of Setup
8.4
699
9.2
6
Ease of Admin
8.5
441
8.3
6
Quality of Support
8.8
1,297
8.5
10
Has the product been a good partner in doing business?
8.9
438
8.6
6
Product Direction (% positive)
8.2
1,422
10.0
10
Features by Category
Data Availability
7.5
616
Not enough data
8.4
634
Not enough data
8.1
596
Not enough data
7.8
85
Not enough data
Data Accuracy
7.2
615
Not enough data
8.0
628
Not enough data
7.8
83
Not enough data
Agentic AI - Sales Intelligence
7.5
10
Not enough data
7.7
10
Not enough data
7.2
10
Not enough data
8.1
9
Not enough data
8.1
9
Not enough data
7.8
9
Not enough data
Platform
7.5
180
Not enough data
8.2
223
Not enough data
8.5
246
Not enough data
8.3
179
Not enough data
7.1
153
Not enough data
8.1
172
Not enough data
Features
8.2
479
Not enough data
8.7
514
Not enough data
7.7
440
Not enough data
8.1
472
Not enough data
8.5
601
Not enough data
8.1
518
Not enough data
7.9
480
Not enough data
8.0
418
Not enough data
7.3
316
Not enough data
Channel Functionality
Not enough data
Not enough data
Platform Interoperability
Not enough data
Not enough data
Agentic AI - Display Advertising
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Campaign Management
8.2
39
Not enough data
8.0
39
Not enough data
8.6
38
Not enough data
7.6
33
Not enough data
7.9
32
Not enough data
7.9
33
Not enough data
8.0
31
Not enough data
7.2
28
Not enough data
7.9
30
Not enough data
7.9
35
Not enough data
7.7
27
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Targeting
8.8
37
Not enough data
8.6
35
Not enough data
8.6
35
Not enough data
8.3
33
Not enough data
Platform
8.5
33
Not enough data
8.4
35
Not enough data
8.8
38
Not enough data
8.4
38
Not enough data
8.5
35
Not enough data
8.6
36
Not enough data
8.4
35
Not enough data
7.5
33
Not enough data
8.4
36
Not enough data
Lead Intelligence
8.8
290
|
Verified
Not enough data
8.9
308
Not enough data
8.7
234
Not enough data
Lead Management
8.7
297
Not enough data
8.3
279
Not enough data
8.5
306
Not enough data
Marketing Campaigns
8.5
264
Not enough data
8.2
247
Not enough data
8.4
253
Not enough data
8.4
271
Not enough data
8.5
276
Not enough data
Campaign Execution
8.5
249
Not enough data
8.7
238
Not enough data
8.7
236
Not enough data
8.4
203
Not enough data
Agentic AI - Account Data Management
8.3
39
Not enough data
8.4
38
Not enough data
8.4
37
Not enough data
8.2
37
Not enough data
8.3
37
Not enough data
Lead Generation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Lead Facilitation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Organization
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Performance Analysis
Not enough data
Not enough data
Not enough data
Not enough data
Sales Analysis
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - AI Sales Assistant
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Availability
7.5
130
Not enough data
8.2
140
Not enough data
7.2
86
Not enough data
Platform Additional Functionality
8.3
127
Not enough data
7.9
98
Not enough data
7.5
88
Not enough data
8.1
110
Not enough data
8.2
110
Not enough data
Attribution Modeling
8.3
27
Not enough data
8.0
27
Not enough data
7.7
27
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
7.5
23
Not enough data
Agentic AI - Attribution
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Marketing
8.6
27
Not enough data
Feature Not Available
Not enough data
8.7
28
Not enough data
8.7
33
Not enough data
Reporting
8.8
33
Not enough data
8.8
32
Not enough data
8.6
32
Not enough data
Platform Basics
8.5
75
Not enough data
8.8
74
Not enough data
8.4
71
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform Data
8.3
70
Not enough data
8.1
67
Not enough data
Platform Additional Functionality
8.5
72
Not enough data
Agentic AI - Account-Based Orchestration Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Artificial Intelligence
Not enough data
Not enough data
Not enough data
Not enough data
Platform Basics
8.1
46
Not enough data
8.1
40
Not enough data
Platform Reporting
8.5
55
Not enough data
8.3
55
Not enough data
Platform Basics
8.4
144
Not enough data
Platform Data
8.4
148
Not enough data
8.1
138
Not enough data
Platform Additional Functionality
7.6
126
Not enough data
8.2
142
Not enough data
Agentic AI - Account-Based Advertising
6.4
6
Not enough data
6.7
6
Not enough data
6.7
6
Not enough data
6.4
6
Not enough data
6.4
6
Not enough data
6.1
6
Not enough data
Platform Basics
Not enough data
Not enough data
Not enough data
Not enough data
Platform Data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform Additional Functionality
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Customer Journey Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Audiences
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Analysis
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Audience Intelligence Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Responses
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Automation - AI Agents
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Autonomy - AI Agents
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Lead Intelligence
8.2
22
Not enough data
8.2
22
Not enough data
8.1
23
Not enough data
8.1
23
Not enough data
7.4
21
Not enough data
Agentic AI - Lead Intelligence
7.8
6
Not enough data
Lead Monitoring
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Lead Capture
Not enough data
Not enough data
Not enough data
Not enough data
Data Capture
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Customization
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data collection
7.8
61
Not enough data
8.3
64
Not enough data
8.0
69
Not enough data
8.4
65
Not enough data
8.4
65
Not enough data
Segment Trending
Feature Not Available
Not enough data
7.9
50
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Analysis
8.5
58
Not enough data
8.8
59
Not enough data
8.9
58
Not enough data
Platform
8.3
66
Not enough data
8.6
56
Not enough data
7.9
50
Not enough data
8.3
60
Not enough data
8.5
54
Not enough data
8.8
55
Not enough data
Agentic AI - Market Intelligence
Not enough data
Not enough data
Not enough data
Not enough data
Platform Insights
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Digital Advertising Intelligence
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform Additional Functionality
Not enough data
Not enough data
Not enough data
Not enough data
Platform Basics
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform Data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Operational Risk Management
Not enough data
Not enough data
Demand Side Platforms
8.5
28
Not enough data
Agentic AI - Demand Side Platform (DSP)
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Campaign Management
8.2
39
Not enough data
8.0
39
Not enough data
8.6
38
Not enough data
7.6
33
Not enough data
7.9
32
Not enough data
7.9
33
Not enough data
8.0
31
Not enough data
7.2
28
Not enough data
7.9
30
Not enough data
7.9
35
Not enough data
7.7
27
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Targeting
8.8
37
Not enough data
8.6
35
Not enough data
8.6
35
Not enough data
8.3
33
Not enough data
Demand Side Platforms
7.3
27
Not enough data
8.3
29
Not enough data
8.2
29
Not enough data
Platform
8.5
33
Not enough data
8.4
35
Not enough data
8.8
38
Not enough data
8.4
38
Not enough data
8.5
35
Not enough data
8.6
36
Not enough data
8.4
35
Not enough data
7.5
33
Not enough data
8.4
36
Not enough data
Functionality
Not enough data
9.4
8
Not enough data
8.8
11
Not enough data
8.8
11
Not enough data
8.9
9
Management
Not enough data
8.3
10
Not enough data
8.9
9
Not enough data
8.5
8
Not enough data
8.7
9
Not enough data
8.6
11
Generative AI
Not enough data
Not enough data
Agentic AI - Data Observability
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Lead Mining
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Visitor Identification
Not enough data
Not enough data
Agentic AI - Lead Scoring
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Attribution
8.2
11
Not enough data
7.5
10
Not enough data
8.0
10
Not enough data
Discovery
7.8
10
Not enough data
8.5
12
Not enough data
8.7
9
Not enough data
Management
8.3
10
Not enough data
8.0
10
Not enough data
Platform
7.8
12
Not enough data
8.3
11
Not enough data
Agentic AI - Marketing Account Intelligence
7.0
10
Not enough data
7.7
10
Not enough data
7.7
10
Not enough data
7.5
10
Not enough data
Lead Intelligence
8.4
237
Not enough data
8.6
241
Not enough data
8.2
207
Not enough data
Lead Management
8.3
214
Not enough data
8.0
109
Not enough data
8.6
238
Not enough data
Marketing Campaigns
8.1
162
Not enough data
7.6
148
Not enough data
7.9
163
Not enough data
8.0
158
Not enough data
8.2
162
Not enough data
Data Availability - Marketing Account Intelligence
7.9
42
Not enough data
Data Accuracy - Marketing Account Intelligence
8.0
40
Not enough data
Agentic AI - Account-Based Analytics
7.9
8
Not enough data
7.7
8
Not enough data
7.7
8
Not enough data
7.5
8
Not enough data
7.7
8
Not enough data
Lead Intelligence
8.3
256
Not enough data
8.8
285
Not enough data
8.3
255
Not enough data
Lead Management
8.4
257
Not enough data
8.0
166
Not enough data
8.7
272
Not enough data
Marketing Campaigns
8.3
216
Not enough data
7.2
139
Not enough data
7.8
211
Not enough data
8.0
225
Not enough data
8.2
223
Not enough data
8.4
184
Not enough data
Statistical Tool
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Analysis
Not enough data
Not enough data
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Marketing Distribution
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Campaign Planning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integrations
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Marketing Operations
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Campaign Activity
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Marketing Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - AI Agents
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality
8.7
19
Not enough data
8.3
19
Not enough data
8.4
18
Not enough data
8.3
18
Not enough data
8.8
19
Not enough data
Management
8.8
18
Not enough data
9.0
17
Not enough data
8.3
16
Not enough data
9.0
18
Not enough data
9.0
16
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Categories
Categories
Shared Categories
Demandbase One and Great Expectations are categorized as Data Quality
Unique Categories
Demandbase One is categorized as AI Agents For Business Operations, Marketing Account Intelligence, Buyer Intent Data Providers, Lead Capture, Customer Journey Analytics, Demand Side Platform (DSP), Account Data Management, Account-Based Advertising, Market Intelligence, Sales Intelligence, AI Sales Assistant, Account-Based Web and Content Experiences, Visitor Identification, Lead Mining, Audience Intelligence Platforms, Predictive Analytics, Account-Based Orchestration Platforms, Machine Learning, Marketing Analytics, Attribution, Account-Based Analytics, Display Advertising, Digital Advertising Intelligence, Lead Intelligence, Lead Scoring, and Paid Search Intelligence
Great Expectations is categorized as Data Observability
Reviews
Reviewers' Company Size
Demandbase One
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Great Expectations
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
26.9%
Information Technology and Services
18.3%
Financial Services
6.9%
Marketing and Advertising
6.3%
Consumer Services
6.0%
Other
35.6%
Accounting
36.4%
Information Technology and Services
18.2%
Telecommunications
9.1%
Security and Investigations
9.1%
Online Media
9.1%
Other
18.2%
Alternatives
Discussions
How often is data updated?
2 Comments
CC
Hi Irene, our data is constantly updated! How we source information is a bit different from how LinkedIn does it. We validate our data through multiple...Read more
Can we run quieries for lists of contacts by functions, etc., and download to excel format?
2 Comments
JW
Hi Steve:
InsideView has a dedicated tool called Target that allows you to filter and download records.
JohnRead more
InsideView Marketing Module (Pricing and Review)
1 Comment
WS
Our pricing is a tiered system based on # of processed records. Pricing is based on annual contract. No charges for monthly overages. We don't traditionally...Read more
Great Expectations has no discussions with answers
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