G2

Kintone, Ninox Database, and Memento Database are most trusted desktop database tools for small teams, particularly for operations managers and teams looking to move beyond spreadsheets, based on user reviews and G2's Grid Report for Fall 2026.

TL;DR: Everything you need to know about low-code machine learning deployment According to G2's analysis of 3,400+ verified machine learning platform reviews, low-code ML platforms take an average of 4.5 months to go live, the slowest time-to-deployment of any machine learning category on G2, and 2.6x slower than data labeling tools at 1.7 months.

Artificial Intelligence TL;DR: Everything you need to know about low-code machine learning deployment According to G2's...

Key Findings Search and summarization lead AI usage. According to G2’s analysis of 600+ verified Audience Intelligence reviews, these were the most mentioned AI capabilities that account for 58% of all described AI use for the category. Campaign performance is the outcome buyers attribute most to audience intelligence. Three vendors surveyed identified stronger engagement, conversions, and creative effectiveness as the results customers most commonly credit to these platforms.

Julie is a Senior Research Analyst at G2 concentrating on sales and marketing software. Prior to joining G2, she worked at a Big 4 accounting firm and at a BI software company where her roles focused on supporting growth and B2B marketing and sales efforts. These experiences have cultivated her passion for learning how technology impacts businesses, and how it delivers results. She earned her Bachelor of Science in Marketing from the University of South Florida.

TL;DR Prisma Access is the best cloud edge security software with the highest G2 Score of 95 and the strongest satisfaction and market presence as per G2's latest Summer 2026 Grid® Report for cloud edge security.

TL;DR IBM Guardium Data Protection is the best sensitive data discovery software, with the highest G2 Score of 96 as per G2’s latest Summer 2026 Grid® Report for sensitive data discovery software.

TL;DR NinjaOne is the best remote support software with a G2 Score of 95 — the highest among all tools I evaluated as per G2's latest Summer 2026 Grid Report for the remote support category.

TL;DR Nerdio Manager is the best virtual desktop infrastructure (VDI) software, according to G2’s latest Summer 2026 Grid® Report for VDI, earning the highest G2 score of 82.

TL;DR Virtru Secure Share is the best cloud file security software as per G2’s latest Summer 2026 Grid Report for cloud file security, earning the highest G2 score of 86.