Gemini 4 Carbon: Why Fernway customers cancel

Scorecard

The analysis

Findings

1. To answer the CEO: price is not the main reason customers cancel; difficulty skipping weeks is #1, even after correcting for severe tenure skew in the survey sample.

   High confidenceBase 640

   Unweighted, 35.5% cite 'hard to skip weeks' vs 21.6% (±3.2pp) citing price (base 640). Because under-3-month cancellers are under-represented in the sample (21.6% vs 45% of all 9,850 cancellers) and are more price-sensitive (31.2% vs 13.7% among >12-month cancellers), reweighting to population tenure lifts price to 26.3% (~2,588 cancellers), but skipping friction still leads at 32.4% (~3,193 cancellers).

2. One-tap skipping outperforms a 20% price cut on stated win-back while avoiding permanent revenue cannibalisation across active subscribers.

   Medium confidenceBase 640

   Across all respondents (base 640), 36.4% say they are likely (4-5) to return for one-tap skipping vs 25.8% for a 20% price cut (and ~35.0% vs ~27.1% when reweighted by population cancellation-reason mix). Among skip-reason cancellers (base 227), one-tap skipping beats a 20% price cut by 35.7pp (58.6% vs 22.9%). Even among price cancellers (base 138), a 20% discount wins back only 49.3%, while sacrificing 20% of revenue on every retained box.

3. To answer the Head of Product: the Family plan does not have a satisfaction problem; its lower aggregate score is a Simpson's paradox driven by tenure mix, though long-tenured Family users suffer acute menu fatigue.

   High confidenceBase 640

   Aggregate satisfaction (4-5) on Family (49.2%, base 301) is not statistically different from Couples (53.4%, base 339; 4.2pp gap, z = 1.06, p = 0.29). Within every tenure band, Family satisfaction actually exceeds Couples: <3 months 69.2% vs 66.1%, 3-12 months 61.6% vs 57.4%, and >12 months 42.1% vs 35.2%. Family looks lower overall only because 67.1% of Family respondents (202/301) had >12 months tenure, where satisfaction drops sharply (39.7%) alongside repetitive-recipe churn (25.4% in >12 months; 23.6% on Family vs 13.0% on Couples).

4. To answer the Operations Director: Northern Ireland shows an acute delivery failure signal, though the tiny survey base requires immediate verification in courier logs.

   Low confidenceBase 12

   66.7% (8 of 12) of Northern Ireland respondents cancelled primarily due to delivery problems, compared with 8.1% in England (base 546), 13.0% in Scotland (base 46), and 0.0% in Wales (base 36). Despite the small base (n = 12), 8/12 against an ~8% rest-of-UK rate is highly unlikely by chance (p < 0.0001), corroborated qualitatively by reports of late boxes and missing ingredients (R445).

5. Building 'one-tap skip' strictly as a UI shortcut will miss half of the flexibility problem: customers also leave over rigid cut-off deadlines, multi-week holiday caps, and high minimum meal counts per box.

   Medium confidenceBase 190

   Across 190 open-text responses, 50 cite skipping/pausing friction—not only multi-screen dark patterns, phone-only cancellation, and app crashes (R376, R380, R530, R559), but also early Thursday cut-offs without reminders (R245, R295, R433, R603) and inability to pause for multi-week holidays (R084, R217, R220, R493). Additionally, 29 respondents unprompted said a 1–2 meal/week option (instead of a 3+ meal minimum) would have kept them—an issue absent from Q1's closed list that pushes overwhelmed households into skipping or cancelling.

6. Price-driven churn is concentrated in the first year and is often triggered by cliff-edge introductory discount expiry and mid-life price rises rather than baseline menu pricing alone.

   Medium confidenceBase 640

   Price accounts for 31.2% of cancellations under 3 months (base 138) and 27.2% at 3-12 months (base 195), falling to 13.7% after 12 months (base 307). Open-text price answers (42 of 190) frequently cite steep post-introductory price jumps, unannounced price creep (e.g., £49 to £67), and lack of loyalty offers for existing subscribers (R077, R124, R158, R296, R340, R356, R500).

Open-text themes it coded

Easier skipping, multi-week pausing, and later cut-off deadlines 49Lower prices, price stability, and loyalty discounts 42Recipe variety and less repetitive menus 40Smaller boxes and flexible meal counts per week (1-2 meal option) 29Less plastic and council-recyclable packaging 19Delivery reliability and complete, undamaged orders 18Larger or customisable portion sizes 12Unavoidable personal or household life changes 6

The survey it planned

3 screening questions and 12 questions, as the model wrote them.

1. S1

   Which of the following best describes your household's current status with Fernway?

   One answer
   • I currently have an active Fernway subscription
   • I had a Fernway subscription and cancelled it within the last 6 months
   • I had a Fernway subscription and cancelled it more than 6 months ago
   • I have never had a Fernway subscription

   Continues if I had a Fernway subscription and cancelled it within the last 6 months

2. S2

   How involved were you in managing your household's Fernway subscription and deciding to cancel it?

   One answer
   • I made the decision on my own
   • I shared the decision equally with someone else in my household
   • Someone else in my household was mainly responsible

   Continues if I made the decision on my own; I shared the decision equally with someone else in my household

3. S3

   Roughly how long were you subscribed to Fernway before your most recent cancellation?

   One answer
   • Under 3 months
   • 3 to 12 months
   • Over 12 months
   • I cannot remember

   Continues if Under 3 months; 3 to 12 months; Over 12 months

4. Q1

   Thinking about your overall experience while subscribed, how satisfied or dissatisfied were you with Fernway?

   Scale

   Scale 1-5: Very dissatisfied to Very satisfied

5. Q2

   While subscribed, how satisfied or dissatisfied were you with the taste, quality, and weekly variety of Fernway's recipes and ingredients?

   Scale

   Scale 1-5: Very dissatisfied to Very satisfied

   Judges: double-barrelled

   A single satisfaction rating combines taste, quality and weekly variety, which respondents could rate differently.

   Asks about taste, quality and weekly variety together but allows one rating. A respondent could like the taste and still find the variety poor.

6. Q3

   Which of the following contributed to your decision to cancel your Fernway subscription? Please select all that apply.

   Any that apply
   • The standard weekly price was too high for our budget
   • An introductory discount ended and the full price did not feel worth it
   • Having to skip or change deliveries at least 6 days ahead was too restrictive
   • It was inconvenient to pause the subscription when our plans changed
   • We wanted the option to order fewer meals per week
   • Too much food went unused or portion sizes did not suit us
   • We were disappointed with recipe variety, taste, or ingredient freshness
   • Delivery problems (such as late arrivals or missing/damaged items)
   • Our household finances, schedule, or living arrangements changed
   • Other reason
7. Q4

   Which SINGLE reason was the most important in your decision to cancel?

   One answer
   • The standard weekly price was too high for our budget
   • An introductory discount ended and the full price did not feel worth it
   • Having to skip or change deliveries at least 6 days ahead was too restrictive
   • It was inconvenient to pause the subscription when our plans changed
   • We wanted the option to order fewer meals per week
   • Too much food went unused or portion sizes did not suit us
   • We were disappointed with recipe variety, taste, or ingredient freshness
   • Delivery problems (such as late arrivals or missing/damaged items)
   • Our household finances, schedule, or living arrangements changed
   • Other reason
8. Q5

   While subscribed to Fernway, how often did you end up paying for a weekly box you did not want because the 6-day deadline to skip or change your delivery had already passed?

   One answer
   • Never — I always skipped in time or wanted every delivery
   • Once
   • 2 or 3 times
   • 4 or more times
   • I did not know I could skip weekly deliveries in the app
9. Q6

   Imagine you were choosing a meal-kit subscription today. Please rank the following features from 1 (most important to your household) to 5 (least important to your household).

   Ranking
   • Weekly plan prices that are 20% lower than Fernway's current prices
   • One-tap skipping of any delivery week without needing 6 days' advance notice
   • Easy pausing of the subscription for several weeks at a time
   • Flexibility to order fewer meals per week
   • A wider weekly choice of recipes
10. Q7

    Suppose Fernway introduced one-tap skipping of any week in the app (removing the 6-day advance notice requirement), while keeping weekly plan prices the same as before. How likely would you be to re-subscribe within the next 3 months?

    Scale

    Scale 1-5: Definitely would not re-subscribe to Definitely would re-subscribe

11. Q8

    Suppose instead that Fernway cut weekly plan prices by 20%, while keeping the requirement to skip or change deliveries in the app at least 6 days ahead. How likely would you be to re-subscribe within the next 3 months?

    Scale

    Scale 1-5: Definitely would not re-subscribe to Definitely would re-subscribe

12. Q9

    If Fernway could make ONLY ONE of these changes today, which would make you more likely to come back as a subscriber?

    One answer
    • One-tap skipping of any week in the app (at standard plan prices)
    • A 20% cut in weekly plan prices (keeping the 6-day notice to skip)
    • Something else would matter more to me than either of these
    • Nothing — I would not re-subscribe to Fernway under any circumstances
13. Q10

    What single change would make you most likely to re-subscribe to Fernway?

    Open text

    Routing Shown only if Q9 is: Something else would matter more to me than either of these

14. Q11

    Which Fernway plan were you subscribed to immediately before you cancelled?

    One answer
    • Couples plan (box for two)
    • Family plan (box for four)
    • Not sure
15. Q12

    Since cancelling Fernway, how has your household mainly replaced those weekly meals?

    One answer
    • Switched to another meal-kit subscription
    • Bought supermarket groceries to cook from scratch
    • Used supermarket ready meals, takeaways, or dining out
    • Other