For F&B, gourmet & packaged food D2C
Your 4× food ROAS is already a loss.
A packaged-food brand can run a clean 4× reported ROAS and a 30-35% RTO at the same time — and at ~22% gross margin your break-even ROAS is 4.5×. So the 'winning' campaign is buying undeliverable COD orders, and every returned unit is a full write-off, not just return shipping. Margifi recomputes ROAS on courier-confirmed delivered revenue, per campaign, against your real break-even.
- 4× reported ROAS + 33% RTO = the same campaign, quietly torching cash.
- At 22% margin, break-even is 4.5× — a 3× campaign loses on every order.
- A returned snack can't be resold: COGS + both-way shipping + full write-off.
Connect Shopify + Meta + your courier. No pixel, no code.
Typical Indian f&b & packaged food benchmarks — your real numbers will differ.
The gap Meta hides
A 4× reported ROAS and a 33% RTO — at the same time
Meta fires the purchase event on the Shopify thank-you page, so it optimizes toward whoever places an order — including serial COD-defaulters — and never learns the order RTO'd three days later at the doorstep. You scale the exact campaign that's quietly torching cash.
Profit truth
Profit truth, not order-time vanity
At 22% margin, a 3× ROAS is a loss — see your break-even line
Food and FMCG runs the lowest ad efficiency of any D2C category (2-3× MER) against the thinnest margins, so break-even ROAS = 1 / gross margin — a 22%-margin snack brand needs ≥4.5× just to cover ad spend, before shipping and returns. Margifi recomputes ROAS on courier-confirmed delivered revenue per campaign and marks it against your true break-even, so the '3× winner' that's actually −₹34k on ₹1L spend stops hiding.
- Delivered ROAS + the order-vs-delivered gap, recomputed on courier-confirmed revenue per campaign.
- Profit waterfall — revenue → after COGS → after shipping+returns → after ad spend → net, with a per-campaign break-even ROAS marker.
- Delivered CAC and delivered-revenue LTV:CAC per cohort — acquisition math on orders that actually landed and got paid.
Returns & RTO
Returns & RTO — a returned food unit is a total write-off
For perishable food, a returned unit is COGS + both-way shipping + full write-off
An RTO'd or returned food unit usually can't re-enter sellable stock — seals, cold-chain and shelf-life break the resale path, and FSSAI now legally blocks reselling returned food. Unsalvageable returns run 15-25% for food & beverage vs 2-8% apparel — the worst category for write-off. Margifi charges the reverse shipping PLUS the full unsellable write-off back to the exact ad/SKU that generated the return, so the culprit campaign stops glowing in Ads Manager.
- NDR + Out-for-Delivery calling worklist — the exact in-flight orders to call or WhatsApp-confirm before perishable stock dies in transit, ranked by rescue value & pincode risk. Live
- Return-loss / delivered margin — reverse shipping plus the full unsellable write-off charged back to the exact ad/SKU.
- RTO/NDR by region & pincode heat — Tier-3 pincodes RTO at 2-3× the metro rate; throttle the loss-making zones without choking Tier-2/3 volume.
COD reliability
COD reliability — 60-70% of food orders are cash you haven't collected
COD quietly halves the profit on every food order — score the phone, not the town
Packaged food skews 60-70% COD, and COD orders carry 2-3× the RTO of prepaid plus remittance fees and a T+5-T+10 cash cycle — so contribution margin per COD order lands 40-60% below the prepaid equivalent. Blended numbers hide where the money leaks. Margifi scores COD reliability per phone (RTO Shield) so you force-prepaid the risky numbers and keep the Tier-2/3 buyers who actually convert.
- COD reliability score per phone (RTO Shield) + COD→prepaid conversion upside — risk-score the number, not the whole pincode.
- In-flight in-transit projection — booked → projected-landed after RTO & remittance, so you see true landed revenue this month, not uncollected COD cash.
- COD vs prepaid contribution margin per cohort — see exactly where the COD cohort leaks 40-60% of its margin.
Products & catalogue
Products & catalogue — cut the SKUs that expire or lose on delivery
You stock out of heroes while slow SKUs expire into legal write-offs
A food brand that launched with 3 hero SKUs ends up carrying 20+ variety packs and heavy jars, and for food the dead-stock clock is a legal shelf-life clock — FSSAI requires ≥30% or ≥45 days of life at delivery, so slow SKUs cross unsellable far earlier. Heavy, low-AOV gourmet items get eaten alive by weight-based shipping. Margifi shows per-SKU delivered margin with Scale/Keep/Stop, shelf-life-aware days-of-cover, and product-level catalogue profit so you reorder the heroes and cut the money-losers.
- Catalogue / DPA product-level profit — spend, delivered ROAS, RTO and delivered profit per product_id, so you prune loss-making SKUs from the feed. Live
- Per-SKU delivered margin with Scale/Keep/Stop verdicts + delivered-demand signal — reorder the heroes, stop pouring budget into money-losing SKUs.
- Dead-stock value & shelf-life-aware days-of-cover — spot slow SKUs before they cross the FSSAI unsellable line.
My Ads Manager said 4× and I was scaling hard. Once I saw delivered ROAS after RTO and the write-offs on returned jars, the same campaign was underwater — and at my margins break-even was 4.5×, not 1×.
F&B & packaged food founder — illustrative
Illustrative — a category benchmark, not a single brand's numbers.
Questions
Margifi for f&b & packaged food — FAQ
Because break-even ROAS = 1 / gross margin. At a typical ~22% food margin you need ≥4.5× just to cover ad spend — before shipping, COD leakage and returns. Layer on a 30-35% RTO (where each returned unit is a total write-off, not just return shipping) and a 4× reported campaign is often deep in the red. Margifi recomputes ROAS on courier-confirmed delivered revenue per campaign and shows it against your real break-even line.
See your real delivered profit, f&b & packaged food.
Connect Shopify and Meta and watch order ROAS become delivered ROAS — net of every RTO.
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