Gemini 3.5 Flash Lite: Why Fernway customers cancel

Scorecard

The analysis

Findings

1. Difficulty skipping weeks is the single largest driver of churn, cited by over a third of cancelled customers, and vastly outperforms price as a motivator for returning when a targeted fix is applied.

   High confidenceBase 640

   35.5% of total respondents (Base: 640) gave 'Hard to skip weeks' as their main reason for cancelling. When offered a one-tap skip feature, 58.6% of this group (Base: 227) reported they would likely return, compared to only 22.9% who would return for a 20% price cut—a massive 35.7 percentage point advantage for product flexibility over price discounting.

2. The CEO's hypothesis that price is the primary driver of customer loss is partially correct for newer customers but overstated overall, and a 20% price cut fails to win back the majority of even price-sensitive churners.

   High confidenceBase 640

   While 31.2% of customers with under 3 months tenure (Base: 138) cancelled due to price, the overall unweighted average is 21.6% (weighted to population tenure mix: 26.6%). Furthermore, among those who cited price as their main reason (Base: 138), only 49.3% said they would likely return if prices were cut by 20%.

3. The Head of Product's concern regarding the Family plan is unfounded; dissatisfaction is driven by tenure rather than plan type.

   High confidenceBase 640

   Net satisfaction (4-5) for the Couples plan is 53.4% (Base: 339) and for the Family plan is 49.2% (Base: 301)—a minor difference that is not statistically significant (p > 0.05). Tenure is the real differentiator: net satisfaction drops from 66.7% for under 3 months to 39.7% for over 12 months.

4. The Operations Director faces a severe, localized delivery crisis in Northern Ireland that requires immediate operational intervention.

   Medium confidenceBase 12

   While overall delivery problems account for only 9.1% of cancellations (Base: 640), 66.7% of respondents from Northern Ireland (Base: 12) cited delivery problems as their primary reason for leaving.

5. Recipe monotony is a major secondary churn driver, particularly among long-term customers, compounding the frustration with inflexible subscription management.

   High confidenceBase 640

   18.0% of total respondents (Base: 640) cite repetitive recipes as their main cancellation reason, rising to 25.4% among customers with over 12 months tenure (Base: 307). 38 open-text answers explicitly mention menu fatigue.

Open-text themes it coded

Difficult skipping/pausing 40Recipe repetition and lack of variety 36Too many meals per week / inflexibility of box size 29Price and value for money concerns 37Delivery issues and missing items 16Packaging waste and non-recyclable materials 16Portion size dissatisfaction 11

The survey it planned

2 screening questions and 10 questions, as the model wrote them.

1. S1

   When did you cancel your Fernway meal-kit subscription?

   One answer
   • In the last 6 months
   • Between 6 and 12 months ago
   • More than 12 months ago
   • I have never subscribed to Fernway

   Continues if In the last 6 months

2. S2

   For how long were you actively subscribed to Fernway before you cancelled?

   One answer
   • Less than 3 months
   • 3 to 12 months
   • More than 12 months

   Continues if Less than 3 months; 3 to 12 months; More than 12 months

3. Q1

   What were the primary reasons you decided to cancel your Fernway subscription? (Select up to 3)

   Any that apply
   • It became too expensive / value for money
   • It was too hard to skip weeks or manage my deliveries
   • We got tired of the recipe options / lack of variety
   • We didn't have enough time to cook the meals
   • Food quality or portion size issues
   • Changes in household size or living situation
   • Other (please specify)
   Judges: double-barrelled

   Combined options prevent distinguishing high price from poor value, and food quality problems from portion-size problems.

   Several options combine separate reasons under one tick: 'Food quality or portion size issues', 'too expensive / value for money', and 'too hard to skip weeks or manage my deliveries'. This blurs the reasons for cancelling, which is the core of O1.

4. Q2

   Thinking back to when you were subscribed, how satisfied were you with the following aspects of Fernway?

   Scale
   • Recipe taste and quality
   • Portion sizes
   • Variety of meals available
   • Ease of managing deliveries (e.g., skipping weeks)
   • Overall value for money

   Scale 1-5: Very dissatisfied to Very satisfied

   Judges: double-barrelled

   Recipe taste and quality receive one rating, although respondents could be satisfied with one and dissatisfied with the other.

   'Recipe taste and quality' asks about two distinct attributes on a single scale.

5. Q3

   How important was the 6-day advance notice requirement for skipping or changing a delivery in your decision to cancel?

   Scale

   Scale 1-5: Not at all important to Extremely important

   Judges: assumptive

   Assumes every respondent knew about the 6-day notice rule and that it played some part in their decision. Those who never tried to skip have no fitting answer.

   Assumes the respondent knew about the 6-day advance notice requirement and that it was a factor in their decision to cancel.

6. Q4

   When you wanted to skip a week, how frequently did you find it difficult or forget to make the change within the required deadline?

   One answer
   • Very frequently
   • Occasionally
   • Rarely
   • Never / I never tried to skip
   Judges: double-barrelled

   One frequency answer combines finding the change difficult with forgetting the deadline. The final option also combines never experiencing difficulty with never attempting to skip.

   Combines 'found it difficult' and 'forgot' in one answer. The last option also merges 'never had trouble' with 'never tried to skip'.

7. Q5

   Imagine you were considering returning to a meal-kit service. Rank the following potential changes from 1 (most important to you) to 4 (least important to you).

   Ranking
   • A 20% price reduction on all plans
   • One-tap, instant skipping of any week right up to the day of delivery
   • A wider variety of weekly recipes
   • More flexible plan sizes or fewer meals per week
8. Q6

   If Fernway reduced its subscription prices by 20%, how likely would you be to restart your subscription?

   Scale

   Scale 1-5: Very unlikely to Very likely

9. Q7

   If Fernway introduced one-tap instant skipping of any week through the app without strict advance deadlines, how likely would you be to restart your subscription?

   Scale

   Scale 1-5: Very unlikely to Very likely

10. Q8

    Which of the following, if any, would make you consider returning to Fernway? (Select all that apply)

    Any that apply
    • A 20% price cut
    • One-tap skipping anytime before delivery
    • A special discount code or welcome-back offer
    • New features or improved recipe variety
    • Nothing would convince me to return
    Judges: double-barrelled

    One option combines new features with improved recipe variety, so a selection cannot identify which would attract the respondent. 'New features' is unspecified and could mean substantially different changes to different respondents.

    The option 'New features or improved recipe variety' combines two unrelated changes.

11. Q9

    Overall, how satisfied were you with your Fernway subscription while you were active?

    Scale

    Scale 1-5: Very dissatisfied to Very satisfied

12. Q10

    Is there anything else you would like to share about why you left Fernway or what would have made you stay?

    Open text