Flow Fieldv0.4 / LAB
MONEY PATHCALM
CONTROL01 → 04
CONTROL01 → 04
THE PROBLEM WE ADDRESSCan onboarding remove financial anxiety without hiding complexity?
01Modelled business scenarioCompany and figures are fictional
02Working mechanismFlow Field
03Modelled outcomeFor commercial orientation
MODELLED BUSINESS SCENARIO
Grow orders only where the kitchen can fulfil them profitably.
BUDGET$65,000 media / monthPERIOD10-week model
Modelled with menu margin, stock and delivery-zone density.
BUSINESS MODEL
What is sold and where the problem starts.
Grow profitable orders while respecting kitchen stock, delivery density and meal-level margin.
Campaigns optimized to purchase revenue and kept advertising sold-out or low-margin meals.
Raise contribution ROAS above 1.9, keep first-order CPA below $24 and reduce wasted sold-out spend.
THE EXPERIMENT STORY
Advertising sold meals the kitchen could no longer make profitably.
This narrative uses a modelled scenario. The company, budget and outcomes are fictional; the diagnostic and operating logic show how a real engagement would unfold.- 01
01 / THE BRIEF The first symptom was not inside the ad account.
A winning food image kept attracting orders after ingredient cost, delivery pressure and stock had changed. Marketing saw ROAS; the kitchen saw substitutions, late deliveries and margin disappearing one popular basket at a time.
Multi-city meal delivery was selling ready meals and weekly plans across Poland, five cities. The model was one-off orders and subscription. On the surface, the brief sounded direct: Grow profitable orders while respecting kitchen stock, delivery density and meal-level margin.
- MODEL
- One-off orders and subscription
- 02
02 / WEEK ONE Revenue illusion
Campaigns optimized to purchase revenue and kept advertising sold-out or low-margin meals. The trap was that isolated metrics still looked acceptable: Menu ad CTR was 1.24%, menu cpc was $1.06, and first-order cpa was $31.
Large baskets with expensive delivery could look better than they contributed. That changed the diagnosis. The issue was not one toggle inside an ad account; it was what the system counted as success and which signal reached the team. The work had to connect media to the outcome that actually created business value.
- First-order CPA
- $31 → <$24
- 03
03 / THE TURN Connect creative rotation and media spend to menu availability, contribution margin and delivery capacity.
The first decision was “Margin feed.” Connect meal contribution, stock and kitchen capacity to campaign data. It was followed by “Zone density”: Set customer-cost limits by delivery zone and route density.
Calculated contribution after ingredients, discounts, delivery and media. Once the measurement logic was shared, the team could see what to stop, what needed a different message, and where the real constraint sat in the page, lead handling or product availability rather than traffic.
- FIRST DECISION
- Margin feed
- 04
04 / THE BUILD Dinner solved before the commute ends: show the exact use moment and meal, not a generic food montage.
Dinner solved before the commute ends: show the exact use moment and meal, not a generic food montage. The production plan became 20 meal videos, 40 statics, four need-state pages and dynamic menu cards. The tests were not about abstract taste; they covered time saved, price per serving, family choice, calorie clarity, texture and next available delivery.
The journey was assembled as one chain: Need-state ad → Available menu → Profitable order → Four-week value. Meta, Google Search, TikTok, App campaigns no longer lived in separate reports, while GA4, Order system, AppsFlyer, BigQuery, Metabase connected spend, behaviour and the final outcome. Added near-real-time availability and fallback creative for substitute meals.
- SYSTEM
- 4 channels · 5 tools
- 05
05 / THE DECISION Food growth is not the number of orders. It is the number of good orders the operation can deliver well.
In the model, menu ad ctr moved from 1.24% to 2.03%, first-order cpa from $31 to $22, and sold-out waste reached $2.3k. These are not promises; they make the decision thresholds explicit before real data enters the system.
Weeks 8–10: Scale by contribution and capacity. The main conclusion reached beyond a single campaign. Growth came from advertising what the kitchen could fulfil profitably, not everything it could technically sell. That is the logic a real engagement would retain, using the client's actual evidence, constraints and accountable decision makers.
- Sold-out waste
- $2.3k
KPI / CTR / CPC / CPA
Not one vanity percentage. The full metric chain.
Every figure in this section is modelled to demonstrate the scenario economics.01Menu ad CTR
- BEFORE
- 1.24%
- TARGET
- 1.80%
- MODEL
- 2.03%
Meal appeal
02Menu CPC
- BEFORE
- $1.06
- TARGET
- <$0.82
- MODEL
- $0.74
Cost of menu visit
03First-order CPA
- BEFORE
- $31
- TARGET
- <$24
- MODEL
- $22
Customer acquisition
04Contribution ROAS
- BEFORE
- 1.4
- TARGET
- >1.9
- MODEL
- 2.1
Profit-aware return
05Sold-out waste
- BEFORE
- $8.4k
- TARGET
- <$3k
- MODEL
- $2.3k
Avoidable media spend
STRATEGY
Four decisions that change the economics.
- 01Margin feed
Connect meal contribution, stock and kitchen capacity to campaign data.
- 02Zone density
Set customer-cost limits by delivery zone and route density.
- 03Need-state menus
Build routes for office lunch, family dinner, calorie plan and fast repeat.
- 04Value optimization
Return order contribution and four-week value into bidding.
CREATIVE IDEA
Dinner solved before the commute ends: show the exact use moment and meal, not a generic food montage.
20 meal videos, 40 statics, four need-state pages and dynamic menu cards.
Time saved, price per serving, family choice, calorie clarity, texture and next available delivery.
PATH TO OUTCOME
- 01Need-state ad
- 02Available menu
- 03Profitable order
- 04Four-week value
WHAT DID NOT GO TO PLAN
Problems are part of the work. So are the fixes.
Revenue illusion
PROBLEM
Large baskets with expensive delivery could look better than they contributed.
FIX
Calculated contribution after ingredients, discounts, delivery and media.
Stock lag
PROBLEM
Campaign feeds updated slower than the kitchen sold out.
FIX
Added near-real-time availability and fallback creative for substitute meals.
OPERATING CADENCE
What happens while the project runs.
- 01Weeks 1–2
Join orders, margin and delivery zones.
- 02Weeks 3–4
Build dynamic menu creative.
- 03Weeks 5–7
Launch need-state routes.
- 04Weeks 8–10
Scale by contribution and capacity.
MAIN TAKEAWAYGrowth came from advertising what the kitchen could fulfil profitably, not everything it could technically sell.
This demonstrates how we think — it does not fabricate a case study.
Discuss a Similar Solution This is not a client result; the numbers are sample data. For your project, we adapt the solution, tools and measurement to the task and budget.