CS: The Retention Machine
Predict churn before the customer even knows they’re leaving. Automated QBR decks, real-time health scoring, and renewal risk alerts based on actual ticket data.
Churn Risk Detector
// Reads a CSV of recent support tickets, analyzes the sentiment and urgency of the language, and flags customers who show signs of frustration or "pre-churn" behavior.
The Customer Health Score Builder
// A simple traffic light system for your customer base. This agent aggregates three metrics (Login Frequency, NPS, Payment Status) to assign a holistic 'Health Status' to every account.
The QBR Strategist
// Most QBRs are boring. This agent analyzes raw Usage Logs and Support Tickets to calculate a "Health Score" for the account. It then generates one of two decks: A "Growth Pitch" (for healthy accounts) or a "Recovery Plan" (for risky ones).
The Renewal Risk Scorer
// Who is going to cancel? This agent calculates a 'Risk Score' (0-100) based on weighted variables: Low Usage (40%), Support Ticket Volume (20%), and Executive Sponsor Turnover (40%).
Advocacy Fatigue Saver
// Ensures you don't ask the same customer for a Case Study, Reference, and Quote all in the same month.
Beta Tester Verifier
// Identifies users in the Beta program who haven't logged in since the feature release, to free up spots.
Advisory Board Scout
// Scores customers based on spend, tenure, and strategic value to find ideal candidates for your Customer Advisory Board.
High-Value Cart Recovery
// Splits cart abandoners into 'High Value' (for personal outreach) and 'Low Value' (for automated email).
Case Study Expiry Audit
// Flags case studies published more than 24 months ago for retirement or refresh.
Heuristic Churn Predictor
// Looking for the "Death Spiral". Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days.
Churn Reason Aggregator
// Aggregates structured exit survey data to find the top 3 reasons for cancellation.
The Churn Survey Analyzer
// Exit surveys are often ignored. This agent analyzes open-ended 'Why did you cancel?' responses, clusters them into root causes (e.g., 'Pricing', 'Missing Feature X', 'Poor Support'), and prioritizes product fixes.
Churn Exit Video Analyzer
// If you ask cancelled users for a video feedback, this agent watches them. It notes "Anger" vs "Disappointment" and extracts the specific feature request mentioned.
Churn Red Flag Report
// Compares yesterday's usage to the 7-day average to flag sudden drops that indicate churn risk.
Churn Autopsy
// Reads unstructured "Why did you cancel?" survey responses, groups them into root causes (Price, Product, Service), and calculates the "% of Revenue Lost" for each category.
Community Champion Scorer
// Scores users based on forum posts, replies, and likes to identify potential 'Community Champions'.
Community Toxicity Monitor
// Ingests the last 1000 messages from your community general channel. Clusters sentiments. Flags rising "Admin Hate" or "Feature Frustration" topics.
Cross-Sell Recommender
// Identifies customers who bought a specific primary product (e.g., Tent) but have NOT yet bought the accessory (e.g., Footprint).
Usage-to-Health Validator
// Verifies health score accuracy by correlating 'Product Logins' with manual 'CS Health Scores'.
Segment Migration Tracker
// Compares customer tiers between two quarters to visualize upgrades and downgrades.
The CS Handover Factory
// The worst customer experience is repeating yourself. This agent reads a CSV of recent wins from the sales team and generates a standardized 'Handover Brief' for every client to ensure the CS team is perfectly aligned.
Support Sentiment Tracker
// Analyzes the text of recent support tickets to track if customer frustration is increasing.
Adoption Gap Hunter
// Compares purchased features vs actual usage to find accounts needing more training.
Feature Adoption Trends
// Tracks usage counts for key product features month-over-month to detect adoption momentum or decline.
Perfect Review Timer
// Times G2/Capterra review requests for exactly 3 days after a customer gives a 'Promoter' NPS score (9 or 10).
Holiday Shopper Wake-Up
// Segments users who *only* purchase during Q4 (Black Friday/Cyber Monday) for specific holiday warm-up campaigns.
Stalled Project Alert
// Identifies implementation projects that haven't moved to the next phase in over 14 days.
Loyalty Point Breakage Estimator
// Analyzes point accrual vs redemption rates. Predicts the liability reduction from expiring points this quarter.
Point Expiry Nudge
// Flags customers with loyalty points expiring in the next 30 days to drive urgency purchases.
The NPS Comment Classifier
// NPS scores are useless without context. This agent reads open-ended NPS feedback, categorizes each comment (e.g., 'Pricing', 'Support', 'Product Bug'), and quantifies the top drivers of dissatisfaction.
NPS Detractor Recovery List
// Identifies new NPS detractors (0-6) and generates a prioritized outreach list for Customer Success.
NPS Trend Spotter
// Calculates the Net Promoter Score (Promoters - Detractors) for different cohorts (e.g., Monthly).
Onboarding Milestone Celebrator
// When a user hits "First Project Created", draft a personalized congrats email from the founder. Not a generic notification, a real feeling email.
QBR Data Aggregator
// Combines usage logs and ticket history into a single view for Quarterly Business Reviews.
QBR Deck Generator
// Ingests usage data and ROI metrics. Generates the text for a 5-slide QBR: "Executive Summary", "Usage Trends", "ROI Achieved", "Next Quarter Goals".
Reference ROI Calculator
// Calculates the win rate of deals where a specific Reference was used vs deals without references.
Referral Fraud Pattern Detector
// Checks referral logs for: Same IP, Sequential Emails (john+1@gmail.com), or impossible time-to-conversion (<10 seconds).
Referral Fraud Detector
// Identifies self-referrals (same IP/Address) or circular referral loops in your advocacy program.
The Renewal Reminder
// Contracts expire. This agent automates the renewal cadence for your entire customer base, ensuring you have time to negotiate upsells or save at-risk accounts before the auto-renew date.
The Save Playbook Auditor
// Not all 'Saves' are created equal. This agent analyzes your churn save attempts to determine which tactic (Discount, Executive Call, Roadmap Promise) actually convinces customers to stay.
Review Request Timer
// Calculates the optimal review request date by adding 2 days to the actual 'Delivered' timestamp from shipping logs.
The Brand Guardian
// Don't just reply; take action. This agent categorizes public reviews and splits them into two streams: Public Responses (empathetic text) and Internal Routing (tickets for Engineering/Sales).
The Social Proof Pacer
// Don't just track ratings; engineer them. This agent calculates the exact number of 5-star reviews required to lift your average rating (e.g., 4.2 -> 4.5) or overtake a competitor.
The Usage-Based Nudge
// Static onboarding sequences fail because they don't know what the user has already done. This agent reads your User Activity Log and triggers a specific, relevant nudge email based on their progress (or lack thereof).
Seat Utilization Nudge
// Finds accounts with <50% seat utilization. Drafts a helpful email to the admin offering to help onboard more users (or downgrade to save churn).
Replenishment Timer
// Calculates the average days between 1st and 2nd purchase to identify the optimal window for sending replenishment reminders.
Subscription Churn Risk
// Flags subscribers who have paused or skipped 2 consecutive months as high-risk for cancellation.
Support Ticket Empathy Auditor
// Reviews closed tickets. Scores responses on "Warmth", "Acknowledgment", and "Solution Clarity". Flags agents who are too copy-paste heavy.
Ticket Volume Clusterer
// Groups support ticket subject lines into logical feature buckets to find the 'Noisiest' parts of the product.
Case Study Gap Finder
// Identifies industries or use-cases where you lack a case study or testimonial.
The Support Capacity Planner
// Missing SLAs isn't always about lazy agents; usually, it's about bad scheduling. This agent analyzes your ticket timestamps to find "Heat Zones" where volume exceeds capacity, recommending specific shift adjustments.
Time-to-Value Clock
// Calculates the average days it takes for a new customer to complete their first key action.
The Onboarding Bottleneck Finder
// Total "Time to Value" is a lagging indicator. This agent breaks down your onboarding into granular steps (Setup, Import, First Action) to identify exactly which phase is killing your momentum.
Unsub Retargeter
// Matches unsubscribed email users to a format suitable for Facebook/Instagram Custom Audience upload.
Video Testimonial Scout
// Flags customers who left high-sentiment text reviews (>100 words) as prime candidates for video case studies.
VIP Graduation Alert
// Identifies customers who are within $50 of the next loyalty tier to trigger a 'Top Up' campaign.
The Onboarding Factory
// Creates a 5-email welcome sequence for each user persona, designed to get them to their "aha moment" fast.
Win-Back Segmenter
// Identifies high-value customers who haven't purchased in 180 days to trigger a dedicated win-back campaign.