Where Margifi is going.
Margifi is the profit intelligence layer for Indian D2C — your real delivered ROAS and net margin after every RTO, plus what to do to improve it. It turns Meta, Shopify and delivery data into profit decisions — SKU by SKU, campaign by campaign.
That core is live and running on your data today. This page is the honest part: where we're taking it next. The direction is simple to state — push profit truth further upstream, so you act on a bad COD order before it ships, not after the courier bounces it back. Sequenced honestly. No dates we'd have to walk back.
Stop a bad COD order before it ships.
COD Intelligence already scores delivery reliability across the brands on the network. Checkout is where that score does its most valuable work — at the point of purchase, before you've paid to ship a parcel that comes straight back.
Every RTO you eat started as an order you accepted. Checkout closes that gap: it puts the network's delivery-history signal directly into the buying flow, so risky COD never becomes a shipped parcel in the first place.
COD risk scoring at checkout
Score every COD order against the network's cross-brand delivery history the moment it's placed — not three days later when the courier flags it.
Block high-risk phones before the order lands
A checkout rule that quietly stops the orders most likely to bounce, so you never pay forward-and-return shipping on a parcel that was never going to stick.
Address prefill from network data
Pull a known-good address from prior network history to cut the RTOs that come from bad or incomplete addresses.
Pincode COD rules, partial COD & prepaid nudges
A rules engine at checkout: turn COD off for the pincodes that bleed you, ask for partial COD, or nudge a shaky order toward prepaid.
A risk score is only as good as the history behind it. Checkout comes online as the COD Intelligence network reaches 50+ brands of delivery history — that's the threshold where a cross-brand COD score is genuinely trustworthy rather than a guess. Every brand that joins makes it sharper. We'd rather ship this when the score earns its place at your checkout than dress up a thin one.
Plenty of tools can bolt a COD score onto a checkout. What sits behind ours is the part that's hard to copy: real, cross-brand delivery-history truth — the same courier-confirmed data that powers your delivered ROAS and net-margin-after-RTO today.
The same profit lens, pushed earlier in the customer's life.
Today you see delivered profit by SKU and by campaign. Next, we extend that lens backward — to the cohort, the customer, the creative and every channel feeding them.
The principle never changes: every number is built on delivered, courier-confirmed revenue — not orders that look good until the parcel comes back.
Cohort analysis
Group customers by the week they were acquired and watch how their delivered value holds up over time — so you know which months actually paid off.
Lifetime value, on delivered revenue
LTV is meaningless on orders that bounce. We compute it on delivered, paid revenue — the number that actually hit your account.
Customer-journey mapping
The full touchpoint trail per customer across sessions — how a buyer found you, came back, and finally stuck.
Creative intelligence
Hook rate, hold rate and watch time from Meta creative data — tied back to which creatives drove delivered profit, not just cheap clicks.
Cross-platform attribution
One profit view across ad platforms, de-duplicated. Meta first, with Google and LinkedIn folding into the same delivered-profit picture.
From what happened, to what's about to.
Today Margifi tells you the delivered truth of yesterday. Next, it points forward — forecasting demand, cash, stock-outs and intent, with the same rule that governs everything here: built on delivered, courier-confirmed revenue, never vanity orders.
These are sequenced, not shipped. AI stays read-only — it surfaces and recommends; the spend decision stays yours.
Persona Intelligence
AI-built buyer personas from your live data, each with a behavioural-signal table and a drift watchlist — so you see who's actually buying, and when that quietly changes.
Demand forecast
A 30-day demand and revenue projection off your trailing KPI history — so you plan stock and spend against where the month is heading, not where it's been.
Inventory-risk modeling
Stock-out timelines, revenue at risk, and SKU-velocity shifts — pairs with dead-stock flags so you reorder the winners before they run dry.
Intra-day forecasting
A live projection of where ROAS and CAC will land by end of day — so you act before the day closes, not after.
Ad Intelligence
Creative and audience intelligence on one board — best vs worst by delivered ROAS, with a waste read and the ₹/day cost of leaving it running.
Stage-based intelligence
The cards and recommendations adapt to your revenue stage — survival-mode advice reads differently from scale-mode advice.
COD cash-flow forecast
Projects when delivered-COD cash actually lands — remittance timing, not just profit — so you can manage the gap between a sale and the money arriving.
Your numbers are yours. Take them anywhere.
Full export — API and CSV — so your delivered-profit data flows straight into your accounting stack, your BI tool, or a finance team's spreadsheet.
API access
Pull your brand's metrics programmatically through scoped, per-brand endpoints — clean enough to feed a finance dashboard or a warehouse.
CSV export
One click to a spreadsheet your CA or finance lead can actually open. Reconcile, audit, or archive — your call.
We don't hold your data hostage. The profit truth we compute is portable by design — because a tool you can't leave is a tool you can't trust.
Want a say in what's next?
The brands and agencies on Margifi shape this sequence. If Checkout, a deeper analytics cut, or an export your finance team needs would move the needle for you — tell us. We build toward delivered profit, in the order that earns it.
Already running ₹2L+/month on Meta and bleeding on RTO? The core that fixes that is live today — start there.