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Highlight AI vs Revvity Signals Notebook comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Highlight AI
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Code Assistants (14th)
Revvity Signals Notebook
Average Rating
6.0
Number of Reviews
1
Ranking in other categories
Data Preparation Tools (10th), Visual Collaboration Platforms (5th)
 

Mindshare comparison

Highlight AI and Revvity Signals Notebook aren’t in the same category and serve different purposes. Highlight AI is designed for AI Code Assistants and holds a mindshare of 1.7%, up 0.7% compared to last year.
Revvity Signals Notebook, on the other hand, focuses on Data Preparation Tools, holds 1.8% mindshare.
AI Code Assistants Market Share Distribution
ProductMarket Share (%)
Highlight AI1.7%
Cursor25.7%
Claude for Enterprise10.5%
Other62.1%
AI Code Assistants
Data Preparation Tools Market Share Distribution
ProductMarket Share (%)
Revvity Signals Notebook1.8%
Alteryx10.7%
Alteryx Designer Cloud10.4%
Other77.1%
Data Preparation Tools
 

Featured Reviews

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Surjit Singh - PeerSpot reviewer
Manager Consulting Expert at a tech vendor with 10,001+ employees
Updating templates is straightforward and everything is automatically saved, but the workflow implementation is a pain point
The workflow implementation is a pain point for customers because it relies on Spotfire with added plugins, which are not natively integrated. This makes execution slow and less effective in meeting all scientific workflow needs. Additionally, the support service is slow to respond and resolve issues. Even known problems take time due to a lack of a Sstrong developer support team, making it a significant product drawback. They also need to work on other products like Workflow, which still need to achieve these compliance requirements. While Signals Notebook is good enough to meet all the necessary needs, other products like BitLocker still need improvements to become fully compliant enterprise products.
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Top Industries

By visitors reading reviews
Insurance Company
23%
Computer Software Company
13%
Comms Service Provider
13%
Educational Organization
8%
Pharma/Biotech Company
20%
Computer Software Company
13%
Healthcare Company
10%
Manufacturing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

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What needs improvement with Revvity Signals Notebook?
The workflow implementation is a pain point for customers because it relies on Spotfire with added plugins, which are not natively integrated. This makes execution slow and less effective in meetin...
What is your primary use case for Revvity Signals Notebook?
Revvity Signals Notebook is dedicated to the pharmaceutical industry, particularly for scientific support, drug discovery, and chemical-related experiments. It allows users to create templates for ...
What advice do you have for others considering Revvity Signals Notebook?
If you want to use Revvity Signals Notebook for the first time, my advice depends on your purpose. If you need to create templates for scientists to conduct and share experiments and reference othe...
 

Comparisons

No data available
 

Also Known As

Highlight Cloud
No data available
 

Overview

Find out what your peers are saying about Amazon Web Services (AWS), GitHub, Google and others in AI Code Assistants. Updated: January 2026.
879,711 professionals have used our research since 2012.