Side-by-side comparison of AI visibility scores, market position, and capabilities
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
Customer success platform for mid-market SaaS; account health scoring and CSM playbook automation competing with Gainsight and ChurnZero for B2B subscription retention management.
Vitally is a customer success platform designed for B2B SaaS companies, providing account health scoring, customer data aggregation, automated playbooks, and customer success team workflow tools to help CSMs proactively manage renewals, reduce churn, and identify expansion opportunities across their book of business. Founded in 2017 by Jamie Davidson, Andrew Marks, and Jeff Reekers in New York City, Vitally has raised approximately $90 million and serves primarily mid-market SaaS companies with dedicated customer success teams of 5-50 people who need a purpose-built CSM workspace rather than repurposed CRM tools.\n\nVitally's platform aggregates customer health signals from multiple sources — product usage data (via API or Segment integration), support ticket volume, NPS survey responses, contract renewal dates, and CSM notes — into a unified account view with an automated health score. Playbook automation triggers CSM tasks or automated communications when accounts hit health milestones: an onboarding check-in email after 7 days of no login, a CSM task to schedule a QBR when an account reaches 90 days without expansion, a renewal alert 90 days before contract end.\n\nIn 2025, Vitally competes in the customer success platform market against Gainsight (the category leader and enterprise standard), ChurnZero (mid-market focus), and Totango for CSM platform share. The customer success market has matured significantly — most SaaS companies with net revenue retention as a core metric now have dedicated CS platforms. Vitally's differentiation is its modern UX designed for CSM usability (Gainsight is criticized for complexity) and its flexible data model that accommodates diverse SaaS business models. The 2025 strategy focuses on adding AI-powered risk prediction (identifying expansion and churn likelihood), deepening product analytics integration, and expanding its project management capabilities for complex customer onboarding orchestration.
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