Compare AlphaSense and Assembly 
At a Glance
Market Segments
Enterprise (48.5% of reviews)
Small-Business (96.5% of reviews)
Entry-Level Pricing
Seat-based
$39.00 Per Month
AlphaSense
Star Rating
(309)4.6 out of 5
Market Segments
Enterprise (48.5% of reviews)
Pros & Cons
Entry-Level Pricing
Seat-based
Browse all 2 pricing plansAssembly
Star Rating
(302)4.7 out of 5
Market Segments
Small-Business (96.5% of reviews)
Pros & Cons
Entry-Level Pricing
$39.00 Per Month
Free Trial is available
Browse all 4 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that AlphaSense excels in its semantic search capabilities, which allows users to find relevant insights quickly by understanding intent rather than just keywords. This feature is particularly praised for saving time during market research, as noted by users who appreciate the AI-powered search that surfaces key highlights from earnings calls and filings.
- Users say Assembly stands out for its customizability, especially in creating client portals that reflect individual brands. Reviewers highlight the ease of tailoring the interface to enhance client engagement, making it feel more personalized and immersive.
- According to verified reviews, AlphaSense has a strong reputation for quality of support, with users noting the responsiveness and helpfulness of the support team. This is complemented by high ratings in performance and reliability, which contribute to a smoother user experience.
- Reviewers mention that Assembly offers a more user-friendly experience, particularly in terms of ease of use and setup. Users appreciate the intuitive interface and straightforward onboarding process, which can be beneficial for small businesses looking to implement the software quickly.
- G2 reviewers highlight that while AlphaSense is favored by enterprise users, it may not cater as effectively to the needs of smaller businesses compared to Assembly, which is designed with small-business users in mind. This focus on smaller clients allows Assembly to provide features that are more aligned with their specific requirements.
- Users report that both products have strong file sharing capabilities, but Assembly's interface is often seen as more intuitive, making it easier for users to manage and share files. This can enhance collaboration, especially for teams that rely heavily on document sharing and communication.
Pricing
Entry-Level Pricing
AlphaSense
SMB-MM
Seat-based
For small and medium sized teams, we offer seat-based pricing.
Assembly
Starter
$39.00
Per Month
Best for new businesses
- CRM
- Client portal
- Messaging and team inbox
Free Trial
AlphaSense
Free Trial is available
Assembly
Free Trial is available
Ratings
Meets Requirements
8.9
216
8.9
227
Ease of Use
8.7
220
9.4
235
Ease of Setup
8.9
115
9.4
215
Ease of Admin
8.9
48
9.3
203
Quality of Support
9.3
209
9.5
205
Has the product been a good partner in doing business?
9.3
75
9.5
195
Product Direction (% positive)
9.3
204
9.7
217
Features by Category
Signature Process
Not enough data
9.2
63
Not enough data
8.6
56
Not enough data
9.5
61
Not enough data
8.9
57
Not enough data
8.7
59
Not enough data
Feature Not Available
Not enough data
8.2
55
Not enough data
8.8
56
Agentic AI - E-Signature
Not enough data
Feature Not Available
Not enough data
7.6
11
Not enough data
Feature Not Available
Not enough data
7.0
11
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Security and Scalability
Not enough data
8.6
54
Not enough data
9.0
53
Not enough data
8.9
52
Platform
Not enough data
9.1
71
Not enough data
9.0
67
Not enough data
Feature Not Available
Not enough data
9.3
66
Not enough data
8.5
65
File Management
8.7
10
9.4
31
9.2
10
9.5
33
9.7
10
9.6
33
9.2
10
9.1
33
7.8
9
Feature Not Available
Agentic AI - Cloud Content Collaboration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Collaboration
8.7
9
9.4
31
9.0
8
9.6
33
Feature Not Available
Feature Not Available
7.8
9
Feature Not Available
Administration
9.0
8
9.5
34
8.5
9
9.2
31
Feature Not Available
Feature Not Available
9.4
8
Feature Not Available
Feature Not Available
Feature Not Available
9.5
10
9.4
33
Platform
9.3
18
9.1
41
9.0
10
Feature Not Available
9.3
10
8.9
33
8.7
9
8.8
34
Document Creation
Not enough data
7.7
10
Not enough data
6.8
10
Not enough data
Feature Not Available
Not enough data
7.2
10
Not enough data
Feature Not Available
Not enough data
8.3
10
Workflow
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
8.7
9
Analytics
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Administration and Platform
Not enough data
8.6
11
Not enough data
9.1
11
Not enough data
8.0
10
Not enough data
8.5
10
Not enough data
Feature Not Available
Not enough data
8.8
8
Generative AI
Not enough data
6.0
7
Contract Management Platform Features
Not enough data
8.3
27
Not enough data
7.8
26
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
8.1
25
Not enough data
8.9
24
Not enough data
8.8
24
Not enough data
8.5
24
Not enough data
8.2
24
Not enough data
8.3
24
Generative AI
Not enough data
6.1
20
Not enough data
6.2
20
Agentic AI - Contract Management
Not enough data
Feature Not Available
Financial Information
Feature Not Available
Not enough data
9.3
137
Not enough data
Analysis
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
8.1
132
Not enough data
7.1
115
Not enough data
Market News
8.2
135
Not enough data
8.4
136
Not enough data
8.4
135
Not enough data
Platform Basics
7.5
110
Not enough data
7.5
103
Not enough data
Agentic AI - Financial Research
7.2
6
Not enough data
Billing
Not enough data
8.8
13
Not enough data
Feature Not Available
Not enough data
7.7
13
Not enough data
Feature Not Available
Dunning
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Performance
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Reporting
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Agentic AI - Subscription Billing
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
7.7
5
Not enough data
Feature Not Available
Administration
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
Feature Not Available
Automation
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Not enough data
Development
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Not enough data
Channels
Not enough data
7.3
13
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Design
Not enough data
8.5
14
Not enough data
7.0
15
Not enough data
7.6
16
Not enough data
7.4
13
Not enough data
8.5
13
Generative AI
Not enough data
4.3
12
Not enough data
5.1
13
Payment Processing
Not enough data
9.4
9
Not enough data
9.4
9
Not enough data
9.3
9
Not enough data
Feature Not Available
Administration
Not enough data
9.5
10
Not enough data
9.5
10
Not enough data
8.0
11
Not enough data
Feature Not Available
Not enough data
9.1
9
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Payment Options
Not enough data
Feature Not Available
Not enough data
9.3
10
Security
Not enough data
Feature Not Available
Platform
Not enough data
8.0
9
Not enough data
8.1
9
Content
Not enough data
8.1
153
Not enough data
Feature Not Available
Not enough data
8.6
153
Not enough data
8.9
149
Not enough data
8.8
143
Collaboration
Not enough data
8.5
151
Not enough data
9.0
156
Not enough data
8.2
150
Not enough data
7.7
137
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Media Channels
Feature Not Available
Not enough data
7.2
37
Not enough data
8.4
39
Not enough data
Geographic Coverage
6.1
34
Not enough data
7.8
38
Not enough data
7.6
37
Not enough data
Reporting
9.2
43
Not enough data
9.2
43
Not enough data
8.9
38
Not enough data
8.8
38
Not enough data
Agentic AI - Media Monitoring
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
Generative AI
8.1
17
Not enough data
8.7
17
Not enough data
Compatibility
7.0
17
Not enough data
7.4
17
Not enough data
5.9
17
Not enough data
Agentic AI - Enterprise Search Software
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
Search Queries
7.3
17
Not enough data
8.1
17
Not enough data
8.3
17
Not enough data
8.6
17
Not enough data
8.0
17
Not enough data
AI powered search - Enterprise Search Software
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality
7.1
17
Not enough data
8.2
17
Not enough data
6.2
17
Not enough data
Compatibility - Enterprise Search Software
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality - Enterprise Search Software
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Search Queries - Enterprise Search Software
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Bill Generation
Not enough data
8.7
56
Not enough data
9.2
61
Not enough data
9.2
61
Bill Processing
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
8.7
57
Integration
Not enough data
8.3
52
Not enough data
8.6
58
Not enough data
7.8
45
Agentic AI - Billing
Not enough data
Feature Not Available
Data collection
8.4
127
Not enough data
8.9
140
Not enough data
8.7
127
Not enough data
Feature Not Available
Not enough data
8.2
125
Not enough data
Segment Trending
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Analysis
8.4
124
Not enough data
8.5
128
Not enough data
7.2
108
Not enough data
Platform
9.1
147
Not enough data
8.1
116
Not enough data
7.2
113
Not enough data
8.4
137
Not enough data
7.4
117
Not enough data
7.9
112
Not enough data
Agentic AI - Market Intelligence
8.0
16
Not enough data
8.2
16
Not enough data
Onboarding Setup
Not enough data
9.1
27
Not enough data
8.5
26
Not enough data
7.6
26
Project Tracking
Not enough data
6.5
26
Not enough data
Feature Not Available
Not enough data
8.6
27
Not enough data
8.4
28
Not enough data
Feature Not Available
Customer Engagement
Not enough data
9.5
34
Not enough data
9.4
29
Not enough data
9.0
29
Not enough data
9.2
30
Not enough data
7.7
27
Functionality
Not enough data
8.8
49
Not enough data
8.3
47
Not enough data
9.1
51
Not enough data
8.7
52
Cloud Support
Not enough data
8.9
48
Not enough data
Feature Not Available
Not enough data
8.5
45
Automation
Not enough data
Feature Not Available
Not enough data
8.5
48
Customization
Not enough data
8.7
31
Not enough data
Feature Not Available
Not enough data
7.5
31
Not enough data
7.6
32
Additional Functionality
Not enough data
7.9
32
Not enough data
Feature Not Available
Not enough data
9.4
32
Not enough data
8.3
30
Not enough data
8.3
30
Agentic AI - Accounting & Finance
Not enough data
Not enough data
Semantic Search & Query Understanding - AI Search and Discovery Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Indexing - AI Search and Discovery Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Search Result Relevance - AI Search and Discovery Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Personalization & Recommendations - AI Search and Discovery Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
User Interface Design
Not enough data
Feature Not Available
Not enough data
9.2
13
Not enough data
9.1
11
Not enough data
9.4
12
Data Control
Not enough data
9.7
11
Not enough data
9.2
11
Not enough data
8.6
11
Publishing
Not enough data
Feature Not Available
Not enough data
8.9
12
Not enough data
Feature Not Available
Agentic AI - No-Code Development Platforms
Not enough data
Feature Not Available
Not enough data
Not enough data
Not enough data
Feature Not Available
Customizations
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
9.4
8
Not enough data
9.5
7
Growth
Not enough data
Feature Not Available
Not enough data
9.5
7
Not enough data
Feature Not Available
Not enough data
9.2
6
Not enough data
9.2
6
Content
Not enough data
9.5
7
Not enough data
Feature Not Available
Not enough data
9.3
7
Not enough data
Feature Not Available
Support
Not enough data
9.7
6
Categories
Categories
Shared Categories
AlphaSense and Assembly are categorized as Cloud Content Collaboration
Unique Categories
AlphaSense is categorized as Financial Research, Market Intelligence, Media Monitoring, Enterprise Search Software, and AI Search and Discovery Platforms
Assembly is categorized as Client Portal, Client Onboarding, Payment Processing, Customer Communications Management, Subscription Billing, Cloud File Storage, Online Form Builder, No-Code Development Platforms, Website Builder, E-Signature, Billing, Proposal, Contract Management, and Workplace Innovation Platforms
Reviews
Reviewers' Company Size
AlphaSense
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Assembly
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
Financial Services
18.3%
Pharmaceuticals
11.3%
Investment Management
9.3%
Biotechnology
5.7%
Consulting
3.7%
Other
51.7%
Marketing and Advertising
25.2%
Accounting
14.4%
Consulting
8.3%
Financial Services
7.6%
Information Technology and Services
5.0%
Other
39.6%
Discussions
Complex search results and noisy alerts are eating into my research time and client prep
1 Comment
AB
<p><span style="color: rgb(0, 0, 0);">Setting up saved watchlists, dashboards, and alerts might help you track key companies or themes and jump back into...Read more
Has anyone else struggled with navigation and staying oriented in large research projects?
1 Comment
AB
<p><span style="color: rgb(0, 0, 0);">Try adjusting your Generative Search questions to be more specific about companies or keywords. If Gen Search provided...Read more
Do others feel the AI answers and search prompts fall short when you need very specific insight?
1 Comment
AB
<p><span style="color: rgb(0, 0, 0);">Have you looked into using AlphaSense's Generative Search with specific content filters? You can include content...Read more
Assembly has no more discussions with answers
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