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At a Glance
Market Segments
Mid-Market (58.4% of reviews)
Mid-Market (51.7% of reviews)
Entry-Level Pricing
Free
Contact Us Per Month
Dreamdata
Star Rating
(236)4.7 out of 5
Market Segments
Mid-Market (58.4% of reviews)
Pros & Cons
Entry-Level Pricing
Free
Free Trial is available
Browse all 4 pricing plansFactors.AI
Star Rating
(177)4.5 out of 5
Market Segments
Mid-Market (51.7% of reviews)
Pros & Cons
Entry-Level Pricing
Contact Us Per Month
Free Trial is available
Browse all 4 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Dreamdata excels in its Quality of Support with a score of 9.4, while Factors.AI, although strong, has a slightly lower score of 9.7. Reviewers mention that Dreamdata's support team is responsive and knowledgeable, making it easier to resolve issues quickly.
- Reviewers mention that Dreamdata's Ease of Admin is rated at 9.0, which is higher than Factors.AI's score of 8.9. Users appreciate the intuitive admin interface in Dreamdata, allowing for smoother management of user permissions and settings.
- Users on G2 highlight that Dreamdata's ROI Tracking feature scores 9.0, significantly outperforming Factors.AI's 7.7. Reviewers say that Dreamdata provides clear insights into marketing effectiveness, helping teams justify their budgets.
- Reviewers mention that Factors.AI shines in Automated Alerts with a score of 8.3, compared to Dreamdata's 7.1. Users appreciate the proactive notifications that help them stay on top of important metrics and changes in their campaigns.
- Users say that Dreamdata's Multi-Touch Attribution feature is highly rated at 9.3, while Factors.AI scores 9.1. Reviewers highlight that Dreamdata provides comprehensive insights into customer journeys, allowing for better marketing strategies.
- G2 users report that Dreamdata's Dynamic Segmentation feature scores 8.6, which is higher than Factors.AI's 7.7. Reviewers mention that Dreamdata allows for more granular targeting, enhancing the effectiveness of marketing campaigns.
Pricing
Entry-Level Pricing
Dreamdata
FREE
Free
Activate GTM data, build precise audiences, and orchestrate marketing efficiently.
- 2 Months User Activity History
- Up to 5 Seats
- B2B Web Analytics
Factors.AI
Free Plan
Contact Us
Per Month
No CC required, free forever. Reveal anonymous companies visiting your website
- Up To 200 Accounts Identified/Mo
- Up to 5k Monthly Visitors
- Company Identification
Free Trial
Dreamdata
Free Trial is available
Factors.AI
Free Trial is available
Ratings
Meets Requirements
8.9
190
8.7
133
Ease of Use
8.4
200
8.4
147
Ease of Setup
8.1
160
8.8
97
Ease of Admin
9.0
121
8.9
72
Quality of Support
9.4
186
9.7
128
Has the product been a good partner in doing business?
9.6
122
9.4
72
Product Direction (% positive)
9.7
179
9.6
128
Features by Category
Metrics
9.1
45
Not enough data
9.0
44
Not enough data
8.1
45
Not enough data
8.8
42
Not enough data
8.6
45
Not enough data
7.6
41
Not enough data
7.9
42
Not enough data
9.1
43
Not enough data
8.7
42
Not enough data
Reporting
8.5
44
Not enough data
8.5
40
Not enough data
8.6
38
Not enough data
8.6
38
Not enough data
7.0
39
Not enough data
8.1
36
Not enough data
7.5
39
Not enough data
Other
8.7
39
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
9.1
35
Not enough data
7.2
30
Not enough data
Feature Not Available
Not enough data
7.4
30
Not enough data
Agentic AI - Digital 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
Administration
8.8
41
Not enough data
7.9
38
Not enough data
9.2
38
Not enough data
9.0
42
Not enough data
Content Creation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Optimization
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
Logistics
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
Lead Intelligence
Not enough data
8.2
11
Not enough data
8.9
11
Not enough data
8.2
11
Lead Management
Not enough data
8.5
14
Not enough data
8.1
14
Not enough data
8.5
14
Marketing Campaigns
Not enough data
8.5
13
Not enough data
7.2
12
Not enough data
8.2
11
Not enough data
7.9
12
Not enough data
8.3
11
Campaign Execution
Not enough data
8.0
9
Not enough data
8.8
11
Not enough data
8.6
11
Not enough data
7.4
9
Agentic AI - Account Data Management
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 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
Data Sourcing
8.9
14
Not enough data
9.1
13
Not enough data
Feature Not Available
Not enough data
8.6
13
Not enough data
Intelligence
9.3
15
Not enough data
Not enough data
Not enough data
7.7
5
Not enough data
Data Availability
Not enough data
8.1
9
Not enough data
9.4
9
Not enough data
8.5
8
Platform Additional Functionality
Not enough data
8.9
9
Not enough data
8.3
9
Not enough data
8.5
9
Not enough data
9.3
9
Not enough data
8.9
9
Attribution Modeling
9.2
93
9.1
29
9.3
101
9.1
31
8.8
84
Feature Not Available
8.6
83
Feature Not Available
8.3
82
7.2
23
8.4
86
Feature Not Available
Agentic AI - Attribution
6.7
11
Not enough data
8.2
11
Not enough data
7.3
11
Not enough data
8.3
11
Not enough data
Marketing
9.5
95
9.0
30
Feature Not Available
Feature Not Available
9.4
99
9.0
26
9.1
92
8.9
31
Reporting
8.7
98
8.8
29
8.4
95
8.9
33
8.3
81
8.8
33
Platform Basics
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 Data
Not enough data
Not enough data
Not enough data
Not enough data
Platform Additional Functionality
Not enough data
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
8.7
69
7.7
33
8.8
67
Feature Not Available
Platform Data
9.1
77
8.3
37
8.7
68
8.2
29
8.9
72
8.5
37
9.1
68
8.1
46
Platform Additional Functionality
9.2
80
8.2
46
9.1
78
8.2
50
7.2
66
8.3
48
Agentic AI - Customer Journey Analytics
7.7
10
8.9
6
8.7
10
8.1
6
7.5
10
8.9
6
7.0
10
8.3
6
Revenue Sourcing and Forecasting
8.6
36
Not enough data
8.1
38
Not enough data
8.4
39
Not enough data
8.1
32
Not enough data
9.0
35
Not enough data
7.8
20
Not enough data
8.3
31
Not enough data
CRM Data Enrichment
Feature Not Available
Not enough data
7.8
31
Not enough data
7.8
27
Not enough data
8.6
33
Not enough data
7.9
30
Not enough data
Account Management
7.9
34
Not enough data
Feature Not Available
Not enough data
8.1
32
Not enough data
6.8
30
Not enough data
8.5
37
Not enough data
7.8
33
Not enough data
Agentic AI - Revenue Operations & Intelligence (RO&I)
8.1
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.1
6
Not enough data
8.1
6
Not enough data
Agentic AI - Visitor Identification
Not enough data
9.0
7
Agentic AI - Marketing Account 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
Lead Intelligence
Not enough data
7.5
18
Not enough data
8.2
19
Not enough data
7.7
19
Lead Management
Not enough data
8.1
18
Not enough data
7.6
17
Not enough data
8.0
17
Marketing Campaigns
Not enough data
7.8
17
Not enough data
Feature Not Available
Not enough data
7.7
17
Not enough data
Feature Not Available
Not enough data
8.0
16
Data Availability - Marketing Account Intelligence
Not enough data
7.7
8
Data Accuracy - Marketing Account Intelligence
Not enough data
7.4
7
Agentic AI - Account-Based Analytics
8.3
6
Not enough data
8.6
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
Lead Intelligence
8.5
29
8.4
35
9.2
64
9.1
41
8.6
63
8.5
36
Lead Management
8.7
62
8.7
57
7.3
54
Feature Not Available
8.7
66
9.1
58
Marketing Campaigns
9.4
62
8.8
36
8.1
58
Feature Not Available
9.0
61
8.4
36
9.0
61
8.4
51
8.2
59
8.6
34
9.3
65
8.7
34
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
Tools
7.6
39
Not enough data
8.7
41
Not enough data
Feature Not Available
Not enough data
Metrics
7.7
35
Not enough data
8.4
42
Not enough data
8.5
37
Not enough data
7.8
34
Not enough data
9.1
41
Not enough data
Feature Not Available
Not enough data
Agentic AI - Content 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
Not enough data
Not enough data
Marketing Operations
9.0
68
7.7
45
9.3
65
8.8
34
9.2
67
8.4
37
9.3
64
8.9
49
8.4
62
Feature Not Available
6.2
41
Feature Not Available
Campaign Activity
8.9
66
8.3
48
8.9
69
8.6
49
8.9
63
7.8
29
9.3
62
8.3
43
8.2
61
Feature Not Available
7.8
41
Feature Not Available
Agentic AI - Marketing Analytics
7.7
8
8.3
10
8.1
8
7.8
9
7.9
8
7.8
9
Categories
Categories
Shared Categories
Dreamdata and Factors.AI are categorized as Customer Journey Analytics, Account-Based Analytics, Marketing Analytics, and Attribution
Unique Categories
Dreamdata is categorized as Revenue Operations & Intelligence (RO&I), Content Analytics, Digital Analytics, and Customer Data Platform (CDP)
Factors.AI is categorized as Marketing Account Intelligence, Account Data Management, Visitor Identification, Buyer Intent Data Providers, and Account-Based Orchestration Platforms
Reviews
Reviewers' Company Size
Dreamdata
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Factors.AI
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
42.1%
Marketing and Advertising
15.5%
Information Technology and Services
15.5%
Financial Services
4.3%
Market Research
1.7%
Other
21.0%
Computer Software
46.3%
Information Technology and Services
18.3%
Marketing and Advertising
11.4%
Financial Services
5.1%
Internet
2.3%
Other
16.6%
Alternatives
Discussions
Dreamdata has no discussions with answers
What is Factors.AI used for?
1 Comment
SS
Factors.ai solves for :
1. Account Deanonymization and Building Audiences
2. Activation Workflows and Orchestration using the Account data
3. ABM...Read more
Factors.AI has no more discussions with answers
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