AI Tools for Customer Success
Retain and grow customers with AI tools for health scoring, churn prediction, renewal automation, playbook execution, and QBR preparation.
Updated January 2025
â Editor's Picks
Gainsight
Customer success platform with AI-powered health scoring, playbooks, and renewal management.
ChurnZero
Real-time customer success platform with AI churn prediction and automated engagement.
Catalyst
Customer success platform built for modern revenue teams with AI-powered insights.
Intercom Fin
AI agent for customer service with auto-resolution, helpdesk integration, and omnichannel support.
Salesforce Agentforce
Platform for autonomous AI agents with agent builder, marketplace, and CRM integration.
ChatGPT
OpenAI's versatile AI assistant for conversation, coding, analysis, and creative tasks.
Proactive Customer Success
AI has shifted customer success from reactive firefighting to proactive relationship management. Predictive health scores identify at-risk accounts before they churn, allowing early intervention.
Modern CS platforms aggregate signals from product usage, support tickets, billing, and communications to create a comprehensive view of customer healthâupdated in real-time.
The AI-Augmented CSM
AI handles the data analysis and pattern recognition, but customer success remains fundamentally human. The best tools surface insights and recommend actions, empowering CSMs to build stronger relationships.
Automation extends to playbook executionâfrom onboarding sequences to renewal campaignsâensuring consistent, timely engagement while freeing CSMs for high-value interactions.
All AI Tools for Customer Success (34)
Gainsight
Customer success platform with AI-powered health scoring, playbooks, and renewal management.
Catalyst
Customer success platform built for modern revenue teams with AI-powered insights.
ChurnZero
Real-time customer success platform with AI churn prediction and automated engagement.
Microsoft Fabric Copilot
Natural Language to SQL and AI assistance for data warehouse and SQL DB workloads.
Copilot in Power BI
AI assistant for searching and analyzing reports, semantic models, and available data.
Snowflake Cortex
NL-to-SQL and Cortex AI functions as SQL-native capabilities for data analysis.
Tableau Pulse / Agent
AI layer for insights, conversational analytics, and multilingual in-region analysis.
Databricks Assistant
Context-aware AI assistant for notebooks and data platform workflows in Databricks.
ThoughtSpot Sage
Natural language analytics and search-driven BI for conversational data exploration.
Intercom Fin
AI agent for customer service with auto-resolution, helpdesk integration, and omnichannel support.
Zendesk AI Agents
Agentic bots for CX automating 80%+ of interactions with resolution-based pricing.
Salesforce Agentforce
Platform for autonomous AI agents with agent builder, marketplace, and CRM integration.
HubSpot Breeze Agents
AI agents for marketing, sales, and service workflows within HubSpot ecosystem.
Apollo.io
All-in-one sales intelligence platform with lead database, outreach sequences, and AI prospecting.
Outreach
Sales engagement platform with AI-powered sequences, call intelligence, and pipeline management.
Salesloft
Revenue workflow platform with AI-assisted cadences, conversation intelligence, and forecasting.
Gong
Revenue intelligence platform that captures customer interactions and uses AI to surface insights.
Chorus
Conversation intelligence platform for sales calls with AI-powered coaching and deal analytics.
Clari
Revenue platform with AI-powered forecasting, pipeline inspection, and revenue analytics.
Greenhouse
Hiring platform with AI-powered sourcing, structured interviews, and candidate scoring.
Lever
Talent acquisition suite with AI candidate matching, relationship management, and analytics.
HireVue
AI-powered video interviewing and assessment platform for talent acquisition.
Juicebox (PeopleGPT)
AI-powered talent search engine using natural language to find candidates across the web.
Vena
AI-powered FP&A platform with forecasting, variance analysis, and Excel integration.
Cube
AI-first FP&A platform with spreadsheet integration and automated financial analysis.
Stampli
AI-powered accounts payable and invoice automation with smart coding and approvals.
Vic.ai
Autonomous AI for invoice processing and accounts payable automation.
Buffer
AI-powered social media scheduling with content suggestions and analytics.
Hootsuite
Social media management platform with AI content generation and scheduling.
Later
Visual social media planner with AI captions and best-time-to-post recommendations.
Shopify Magic
AI-powered product descriptions, email generation, and store optimization for Shopify merchants.
Syte
Visual AI for product discovery, visual search, and personalized shopping recommendations.
Vue.ai
AI for product tagging, catalog management, and automated styling recommendations.
Restb.ai
AI for real estate photo tagging, property valuation, and listing optimization.
How to Choose
- â˘Evaluate data integration capabilitiesâCS tools need access to product, billing, and support data
- â˘Check health score transparencyâcan you understand and customize the scoring model?
- â˘Look for playbook automation to scale best practices across your team
- â˘Consider renewal and expansion tracking for revenue-focused CS
- â˘Assess QBR automation for enterprise accounts
- â˘Evaluate segmentation features for portfolio management
- â˘Check reporting and analytics for proving CS impact on retention and expansion
Example Workflows
At-Risk Customer Intervention
- 1AI detects declining health score based on usage patterns
- 2System triggers alert and recommends intervention playbook
- 3CSM receives context brief with account history and risk factors
- 4Automated outreach initiates re-engagement sequence
- 5Follow-up tasks created and tracked to resolution
QBR Preparation
- 1AI aggregates account data: usage metrics, support history, value delivered
- 2Automatic generation of QBR presentation deck
- 3Benchmarking against similar customers identifies opportunities
- 4Renewal and expansion recommendations based on usage patterns
- 5Post-QBR action items tracked and measured