E-commercePlateauExample Boost
YOUR POSITIONING
Close.Room to sharpen

Your 60% churn within 3 months is not a product-market fit problem—it's a preference mismatch and cadence problem that your current infrastructure fails to address. You're competing without a differentiated retention mechanism in a crowded market.

What makes you different

Coffee subscription with preference matching and flexible cadence

Who you serve best

Coffee enthusiasts seeking convenient specialty coffee delivery

Key Discovery
competitive intel

Trade Coffee's Quiz Completion Crisis

A designer who worked on Trade's funnel revealed few visitors took the quiz, and those who did often dropped off before subscribing. Their solution: let users skip the quiz by selecting broad categories, resulting in 45% conversion lift.

Trade Coffee insider

Why it matters: Validates that quiz-first approach is flawed and collection subscriptions are proven solution

KEY PRIORITIES
#1

Implement dynamic cadence adjustment

3-week, 4-week, 6-week options with smart defaults based on order history

ICE24
#2

Create collection subscriptions

Light Roast Club, Dark Roast Club, Single Origin Explorer as quiz bypass

ICE23
#3

Build post-delivery feedback loop

Quick 2-question SMS/email: How was this roast? Want more like this or different?

ICE23
#4

Redesign cancellation flow with reason-matched saves

too much coffee → cadence adjustment; wrong roast → preference reset + replacement

ICE22
#5

Add consumption pace indicator to customer portal

Shows projected coffee inventory and next shipment date

ICE20
#6

Launch Brew Journey email series

Origin stories, brewing tips, and tasting notes for each shipment

ICE20
#7

Implement win-back sequence for churned customers

30, 60, 90 days with we've improved messaging

ICE20
#8

Test usage-based shipping pilot

Bottomless-style scale integration for power users willing to pay premium

ICE16
KEY METRICS
COMING BACK

3-Month Retention Rate

55% (from 40%)

FINDING YOU

Collection Subscription Conversion

30% of new signups

COMING BACK

Cancellation Save Rate

25%

GOAL

Post-Delivery Feedback Response Rate

35%

GOAL

Cadence Adjustment Usage

25% use new options

GOAL

Brew Journey Email Open Rate

40%

KEY DISCOVERIES
pattern

Behavioral Beats Stated Preferences

Reddit users consistently report that what they think they like differs from what they actually like. 'I THOUGHT I was partial to washed coffees' is a common pattern across coffee forums.

Reddit r/Coffee analysis

Post-delivery feedback loops more valuable than upfront quiz data

risk

87% Subscription Failure Rate

Multiple sources cite that 87% of coffee subscriptions fail within the first year. Your 60% 3-month churn puts you on track for this industry failure pattern.

Industry research

Urgent need to address retention before it becomes unsalvageable

opportunity

Cancellation Moment as Retention Lever

Research shows customers initiating cancellation are in a heightened state of engagement. This is the moment for meaningful save offers matched to their stated reason, not generic discounts.

Retention research

Redesigning cancellation flow could be highest-leverage retention improvement

finding

Educational Content Drives Retention

Atlas includes brewing guides, country history, and tasting notes with every shipment, transforming the product from 'beans in a bag' to 'an experience' that's harder to cancel.

Atlas Coffee Club analysis

Content strategy can differentiate commodity product and improve retention

DEEP DIVES

Your 60% churn within 3 months is not a product-market fit problem—it's a preference mismatch and cadence problem that your current infrastructure fails to address. The market data is clear: coffee subscription customers churn primarily because of (1) coffee accumulation due to fixed schedules that don't match consumption, and (2) receiving roasts that don't match their preferences despite taking onboarding quizzes. Your two top cancellation reasons—"too much coffee" and "didn't like the roast"—are textbook examples of these universal problems.

Your competitors have solved these problems in measurably different ways. Trade Coffee overhauled their entire funnel when they discovered quiz completion was low—they now let users bypass the quiz entirely by selecting a "collection" (light roast, dark roast, etc.) and use behavioral signals rather than stated preferences. Bottomless sends customers a WiFi-connected scale that tracks actual consumption and auto-ships only when the bag runs low—eliminating the "too much coffee" problem entirely. Atlas Coffee Club focuses on the experience layer (postcards, country stories, education) rather than personalization, betting on discovery over matching.

Your $35 CAC with 60% 3-month churn means you're losing money on most customers. At ~$24/month subscription and 40% gross margin, a customer who churns at month 3 generates ~$29 gross profit versus $35 acquisition cost. You need to either extend average lifetime to 4+ months or reduce CAC below $25. This strategy focuses on the former—fixing the retention leak will have 3x more impact than optimizing acquisition.

StageCurrent StateProblem Severity
AcquisitionInstagram ads at $35 CAC, driving 1K-10K subscribersModerate—CAC is acceptable if retention improves
ActivationRoast preference quiz with 50% completion rateHigh—half your customers start with no preference data
Retention60% churn within 3 monthsCritical—this is your primary revenue leak
Revenue$12K MRRStable but capped by retention ceiling
ReferralUnknownUnknown—likely low given dissatisfaction

Core Diagnosis: Customers who complete your quiz still churn because the quiz captures stated preferences, not behavioral preferences. Customers who skip the quiz receive generic selections and churn faster. Your skip-a-month feature helps but doesn't solve the root cause: you're guessing what customers want rather than learning from what they actually consume.

CompetitorModelRetention StrategyPricingStrengthsWeaknesses
Atlas Coffee ClubDiscovery/ExperienceCountry-of-the-month format, postcards, brewing guides, "world tour" narrative$9-28/moStrong brand story, educational content, 30-day money-back guaranteeLimited personalization, may not satisfy serious coffee enthusiasts
Trade CoffeeAlgorithmic Matching55+ roaster partners, quiz-based matching with behavioral refinement, "collection subscriptions" to bypass quiz~$15-20/bagDeep roaster relationships, sophisticated matching, flexible schedulingReddit complaints about mismatch, hidden pricing, complexity
BottomlessUsage-BasedWiFi scale tracks consumption, auto-ships when bag runs low$5.99/mo + bag priceEliminates accumulation problem entirely, premium roaster partnershipsRequires hardware, $6/mo platform fee, some bags priced higher than direct
MistoBoxCurator ModelDedicated human curator who learns preferences over time~$15-20/bagPersonal touch, high satisfaction in reviewsLess scalable, dependent on curator quality

Your Position: You're competing without a differentiated retention mechanism. Fixed 2-week cadence + quiz-based preferences puts you in the same position Trade was in before they pivoted. Your skip-a-month feature is table stakes, not differentiation.

ChannelCurrent StateRecommendationPriority
Email (Retention)UnknownImplement behavioral trigger emails: consumption pace tracking, preference refinement, pre-cancellation interventionCritical
Instagram AdsPrimary acquisition at $35 CACMaintain but don't increase until retention improvesHold
Organic Search (SEO)No presenceDeprioritize until retention is fixed; leaky bucket problemLow
In-Product (Portal)Skip-a-month existsAdd preference refinement, consumption pace adjustment, "collection" switchingCritical
CommunityNoneBuild Discord/Facebook group for coffee education and peer supportMedium
SMSUnknownAdd for delivery notifications and quick preference checksMedium
  1. Stop treating quiz completion as a success metric. Half your customers don't complete it, and those who do still churn. The quiz is a friction point, not a value driver.
  1. Stop using fixed 2-week cadence as the default. This guarantees accumulation for light drinkers and shortages for heavy drinkers. Neither is acceptable.
  1. Stop sending generic monthly emails. If you're emailing subscribers the same content regardless of their behavior, you're wasting the touchpoint.
  1. Stop offering discounts as your primary save offer. When someone says "too much coffee," a 10% discount doesn't solve their problem. Match the save offer to the cancellation reason.
  1. Stop treating the roast preference quiz as permanent. Preferences change. First-time subscribers don't know what they like. Build feedback loops, not one-time captures.
ActionImpactConfidenceEaseICE Score
Implement dynamic cadence adjustment (3-week, 4-week, 6-week options) with smart defaults based on order history98724
Create "collection subscriptions" (Light Roast Club, Dark Roast Club, Single Origin Explorer) as quiz bypass89623
Build post-delivery feedback loop (quick 2-question SMS/email: "How was this roast? Want more like this or different?")88723
Redesign cancellation flow with reason-matched saves ("too much coffee" → cadence adjustment; "wrong roast" → preference reset + replacement)98522
Add consumption pace indicator to customer portal showing projected coffee inventory and next shipment date77620
Launch "Brew Journey" email series with origin stories, brewing tips, and tasting notes for each shipment67720
Implement win-back sequence for churned customers at 30, 60, 90 days with "we've improved" messaging76720
Test usage-based shipping pilot (Bottomless-style scale integration for power users willing to pay premium)85316
MetricCurrent30-Day Target90-Day TargetMeasurement Method
3-Month Retention Rate40%45%55%Cohort analysis
Quiz Completion Rate50%N/A (deprioritized)N/AFunnel tracking
Collection Subscription ConversionN/A15% of new signups30% of new signupsA/B test tracking
Cancellation Save RateUnknown15%25%Cancel flow analytics
Post-Delivery Feedback Response RateN/A20%35%Survey response tracking
Cadence Adjustment UsageSkip-only10% use new options25% use new optionsPortal analytics
Brew Journey Email Open RateN/A35%40%Email platform
Win-Back Reactivation RateN/A5%10%Reactivation tracking
LTV:CAC Ratio~0.83:1 (losing money)1.2:11.8:1Revenue/CAC calculation

Template 1: Post-Delivery Feedback Email

Subject: Quick question about your [Origin Name] beans

Body:

Hey [First Name],

Your [Origin Name] roast should have arrived by now. Two quick questions (takes 10 seconds):

How was this roast?

[ ] Loved it - more like this

[ ] It was fine

[ ] Not my taste

Next shipment timing:

[ ] On schedule (arrives [date])

[ ] Push back 1 week

[ ] Push back 2 weeks

That's it. Your answers help us dial in exactly what you want.

Brew on,

[Your name]

Brew & Bean Co.

P.S. - Having trouble with this roast? Reply to this email and I'll personally help you get the best cup out of these beans.

Template 2: Reason-Matched Cancellation Save (Too Much Coffee)

Trigger: Customer selects "I have too much coffee" as cancellation reason

Screen Copy:

We hear you—coffee piling up is frustrating.

Before you go, let's fix the actual problem:

Adjust your cadence:

  • [ ] Every 3 weeks (down from 2)
  • [ ] Every 4 weeks
  • [ ] Every 6 weeks

Or pause for a bit:

  • [ ] Pause for 1 month
  • [ ] Pause for 2 months

Your next shipment won't go out until [calculated date based on selection].

[Adjust My Subscription] [I Still Want to Cancel]

Template 3: Collection Subscription Landing Page Copy

Headline: The Light Roast Club

Subhead: Bright, fruity, complex—every bag curated for light roast lovers

Body:

Skip the quiz. You know what you like.

Every 2-4 weeks (you choose), we'll send you a fresh bag from our rotating collection of single-origin light roasts. Ethiopian naturals. Kenyan washed. Colombian micro-lots.

What you get:

  • 12oz of freshly roasted light roast beans
  • Tasting notes and origin story
  • Brewing guide optimized for light roasts
  • Full control: swap, skip, or adjust anytime

Popular in this collection:

[Image: Ethiopia Yirgacheffe] [Image: Kenya AA] [Image: Colombia Huila]

Not sure if light roast is your thing? [Take our 2-minute quiz instead]

[Join the Light Roast Club - $24/shipment]

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