Recognize
Segmentation & behavior analysis
18 ElementsCs 1 Customer Segmentation
Customer segmentation is the process of dividing your customer base into distinct groups based on shared characteristics, behaviors, and value.
Rf 3 RFM Analysis
RFM analysis scores customers based on Recency, Frequency, and Monetary value—the foundation of behavioral segmentation.
Ba 4 Behavioral Analytics
Track and analyze how customers interact with your brand across all touchpoints to predict future actions and personalize experiences.
Cp 11 Churn Prediction
Use machine learning to identify customers likely to leave before they do. Analyze engagement patterns, purchase frequency, and support interactions.
Hs 12 Health Score
A composite metric indicating overall customer health and likelihood to retain. Weight factors based on your business model.
Co 19 Cohort Analysis
Cohort analysis groups customers by acquisition date to track retention patterns over time and measure impact of changes.
Pr 20 Customer Profiling
Build detailed profiles of your ideal retained customers using data to understand who stays and why.
Ph 37 Purchase History
A complete record of customer transactions that powers personalization. Analyze patterns to predict future needs.
Es 38 Engagement Score
A composite metric measuring overall customer engagement across channels. Weight activities by importance.
Cf 55 Customer Feedback
Systematically collect and analyze customer opinions through surveys, reviews, and direct communication.
Sv 56 Survey Data
Structured feedback collection through surveys at key touchpoints. Keep surveys short to maximize completion rates.
Zp 85 Zero-Party Data
Zero-party data is information customers intentionally share—preferences, interests, purchase intentions.
Is 86 Intent Signals
Behavioral indicators that reveal customer likelihood to purchase, churn, or take specific actions.
Ls 103 Lifecycle Stage
Where a customer is in their journey—from new to active to at-risk to churned. Trigger appropriate actions for each.
Vs 104 Value Scoring
Rank customers by their current and potential future value using purchase history, engagement, and predicted LTV.
Ra 105 Risk Assessment
Identify at-risk customers before they churn. Set up automated alerts when customers show warning signs.
Dc 106 Data Collection
Systematically gather customer data across all touchpoints. Be transparent and respect privacy regulations.
Ci 107 Customer Intelligence
Transform raw customer data into actionable insights. Centralize data and build dashboards for key metrics.
Engage
Communication strategies
18 ElementsEm 21 Email Marketing
Email marketing remains the backbone of retention communication. Segment lists, personalize content, and test send times.
Sm 22 SMS Marketing
Direct, high-open-rate messaging for time-sensitive communications. Keep messages short and always obtain consent.
Wa 23 WhatsApp
Conversational commerce channel with high engagement rates. Use for support, rich media, and automated FAQs.
Pn 24 Push Notifications
Real-time alerts that bring customers back. Be relevant, personalize content, and respect time zones.
Mc 39 Multi-Channel
Orchestrate messaging across all channels for a unified customer experience. Map the journey to understand touchpoints.
Ia 40 In-App Messages
Contextual messages displayed within your app at key moments. Target by behavior and avoid interrupting critical flows.
Lc 41 Live Chat
Real-time customer support and engagement. Aim for under 30 seconds response time and track satisfaction.
Cb 42 Chatbots
Automated conversational agents for instant support. Train on FAQs and provide clear escalation paths.
Rt 57 Retargeting
Re-engage website visitors through paid advertising. Segment by behavior, cap frequency, exclude converters.
Nl 58 Newsletters
Regular content updates that keep customers engaged. Maintain consistency and provide genuine value.
So 59 Social Media
Engage customers on social platforms. Be responsive, build community through UGC, and share authentic stories.
Om 60 Omnichannel
Create seamless experiences across all channels. Unify data so context follows customers everywhere.
Tr 73 Trigger Events
Messages sent automatically based on specific customer actions. Map key triggers and monitor performance.
We 74 Welcome Email
The critical first impression after signup. Send immediately, set expectations, and drive to first value.
Dm 87 Direct Mail
Physical mail for high-impact moments that cut through digital noise. Reserve for VIPs and special occasions.
Cm 88 Content Marketing
Valuable content that keeps customers engaged. Solve real problems and build genuine expertise.
Te 89 Transactional Email
Order confirmations that double as retention touchpoints. Include recommendations and review requests.
Cd 90 Message Cadence
Strategic timing and frequency planning. Test frequencies by segment and adapt based on engagement.
Personalize
Tailored experiences & offers
14 ElementsDc 25 Dynamic Content
Dynamic content automatically changes based on viewer profile, behavior, and preferences.
Rc 26 Product Recommendations
AI-powered suggestions based on purchase history and similar customer behavior. Track conversion rates.
Po 27 Personalized Offers
Tailored discounts and promotions based on individual preferences. Avoid over-discounting and time strategically.
Sg 43 Smart Segments
Dynamic customer groups that auto-update based on real-time behavior. Keep segments actionable.
Ab 44 A/B Testing
A/B testing compares versions to find winners. Test one variable at a time and wait for significance.
Cj 45 Customer Journey
Map the complete path from first touch to loyal customer. Find moments that matter and optimize each stage.
Ai 61 AI Personalization
Machine learning enables personalization at scale. Train on quality data and monitor for bias.
Pa 62 Predictive Analytics
Data science to predict next purchase, churn risk, and lifetime value. Automate actions on predictions.
Pc 63 Preference Center
Let customers control communication preferences. Respect stated preferences absolutely.
Cn 75 Content Personalization
Dynamically customize website and app content for each visitor. Test variations to optimize.
St 76 Send Time Optimization
Automatically send at optimal times for each customer using AI to learn patterns.
1m 91 1:1 Messaging
Truly individualized communication that feels personal. Reference past interactions and write like a human.
Bt 92 Behavioral Triggers
Automated actions triggered by specific customer behaviors. Map behaviors to desired responses.
Lo 93 Localization
Adapt content and experiences for local markets. Go beyond translation to cultural adaptation.
Excite
Gamification & loyalty
19 ElementsLp 28 Loyalty Program
Loyalty programs incentivize repeat purchases. Make earning intuitive and offer meaningful redemption.
Ps 29 Points System
Reward customers with points for purchases and actions. Set consistent earning rates and avoid inflation.
Tw 30 Tier Rewards
Status levels that unlock increasingly valuable benefits. Make tiers achievable but aspirational.
Rf 46 Referral Program
Referral programs turn customers into advocates. Reward both parties and make sharing frictionless.
Gm 47 Gamification
Apply game mechanics to make engagement fun. Add progress bars, challenges, and reward achievements.
Bd 48 Badges & Awards
Visual recognition of achievements. Make badges meaningful and display prominently in profiles.
Vp 64 VIP Programs
Exclusive benefits for your most valuable customers. Offer genuinely exclusive perks unavailable elsewhere.
Lb 65 Leaderboards
Rankings that foster friendly competition. Update in real-time and reward top performers.
Sk 66 Streaks
Reward consecutive actions to build habits. Offer streak protection and celebrate milestones.
Ex 77 Exclusivity
Early access and members-only benefits that create FOMO. Create real scarcity and deliver on promises.
Sd 78 Surprise & Delight
Unexpected gifts and gestures that create emotional connections. Be genuinely surprising.
Cb 79 Cashback
Return a percentage of purchases as credit. Set clear rates and make redemption easy.
Ea 80 Early Access
Give loyal customers first dibs on new products and sales. Make it feel meaningful and valuable.
Ch 94 Challenges
Time-limited activities with specific goals. Make achievable, create urgency, and reward generously.
Ms 95 Milestones
Celebrate key moments—anniversaries, purchase counts, achievements. Track and celebrate meaningfully.
Co 96 Community
Build connected customers around your brand. Create shared identity and empower advocates.
Sw 108 Spin to Win
Prize wheel mechanics for excitement. Guarantee value on every spin and limit frequency.
Sc 109 Scratch Cards
Digital scratch cards that create anticipation. Build excitement through the reveal experience.
Qu 110 Quests
Multi-step missions guiding customers through valuable activities. Create compelling narratives.
Automate
Lifecycle automation
20 ElementsWs 5 Welcome Series
Welcome series introduce new customers to your brand. Start immediately and guide to first success.
Dr 6 Drip Campaigns
Pre-scheduled sequences over time. Map to journey, test timing, and include smart exit points.
Wb 7 Winback Flows
Re-engage lapsed customers before they're lost. Trigger at the right moment and escalate incentives.
Ac 13 Abandoned Cart
Abandoned cart recovery reminds about left items. Send first reminder within an hour.
Pp 14 Post-Purchase
Communications after purchase to ensure satisfaction. Thank, request reviews, and cross-sell smartly.
Br 15 Browse Abandon
Re-engage visitors who viewed but didn't add to cart. Trigger quickly while intent is fresh.
Rl 31 Replenishment
Reminders for consumable products before running out. Calculate usage rates and offer subscriptions.
An 32 Anniversary Flows
Celebrate customer anniversaries automatically. Offer special rewards and make memorable.
Bf 49 Birthday Flows
Birthday messages and offers. Send early in the month with genuinely valuable rewards.
Rg 50 Re-engagement
Bring inactive customers back. Define thresholds, escalate progressively, know when to stop.
Xs 67 Cross-Sell
Suggestions for complementary products. Be relevant to current interests and don't overwhelm.
Up 68 Upsell Flows
Encourage upgrades to premium. Show clear value and make the upgrade process easy.
Rv 81 Review Requests
Request reviews at optimal moments. Time after usage and incentivize photo reviews.
Sb 82 Subscription Management
Automate recurring order management. Make plans flexible and prevent involuntary churn.
Rn 83 Renewal Reminders
Reminders before subscriptions expire. Reinforce value and offer early renewal incentives.
Ob 84 Onboarding Flows
Guide new customers to first value moment. Start immediately and celebrate key actions.
Pd 97 Price Drop Alerts
Notify when wishlisted items go on sale. Send immediately and create urgency.
Bs 98 Back in Stock
Alert when out-of-stock items return. Capture intent and notify quickly when restocked.
Sf 111 Sunset Flows
Graceful offboarding for churning customers. Ask for feedback and leave door open for return.
Wf 112 Workflow Builder
Visual tools to create automated flows. Start simple, test thoroughly, iterate on performance.
Track
Data-driven optimization
25 ElementsRr 2 Retention Rate
Retention rate is the percentage of customers continuing over a period. Calculate monthly and benchmark.
Lt 8 Customer LTV
Lifetime Value predicts total revenue from a customer. Calculate by segment and inform budgets.
Cr 9 Churn Rate
Percentage of customers who stop business with you. Monitor monthly and act on early indicators.
Np 10 Net Promoter Score
NPS measures loyalty by likelihood to recommend. Survey at key moments and follow up.
Ao 16 Average Order Value
Average amount spent per order. Upsell, cross-sell, and bundle to increase AOV.
Rp 17 Repeat Purchase Rate
Percentage making more than one purchase. Track by cohort and optimize timing.
Pf 18 Purchase Frequency
How often customers buy. Calculate by segment and optimize communication timing.
Or 33 Email Open Rate
Percentage who open emails. Test subject lines and optimize send times by segment.
Ck 34 Click Rate
Percentage clicking links in emails. Use compelling CTAs and test button placement.
Cv 35 Conversion Rate
Percentage completing desired actions. Define clear goals and optimize funnels continuously.
Re 36 Revenue per Email
Average revenue generated per email sent. Track by campaign type and optimize for revenue.
Cs 51 Customer Satisfaction
Direct measure of happiness with interactions. Survey at touchpoints and act on feedback.
Ca 52 Customer Acquisition Cost
Total cost to acquire a customer. Track by channel and optimize for LTV:CAC ratio.
Tv 53 Time to Value
How quickly customers realize value. Map value moments and remove friction from onboarding.
Au 54 Active Users
Users actively engaging with your product. Define "active" based on meaningful actions.
Cr 69 Cohort Revenue
Revenue by customer cohorts over time. Compare cohorts and identify patterns.
At 70 Attribution
Understand which channels drive retention. Use multi-touch models and track incrementality.
Ri 71 ROI
Return on Investment for retention initiatives. Track incrementality and report results.
Er 72 Engagement Rate
How actively customers interact with your brand. Track by segment and identify trends.
Tb 99 Time Between Purchases
Average days between orders. Calculate by segment and optimize communication timing.
Bn 100 Bounce Rate
Visitors leaving immediately. Identify problem pages and improve landing experiences.
Mr 101 Monthly Recurring Revenue
Predictable subscription revenue. Break down by new, expansion, and churned.
Ps 102 Product Stickiness
DAU/MAU ratio measuring habitual usage. Track trends and improve sticky feature adoption.
Ab 113 Cart Abandon Rate
Percentage of carts abandoned. Identify checkout friction points and optimize flow.
Rn 114 Renewal Rate
Percentage of subscriptions renewed. Track by segment and intervene early with at-risk.