AAnkush Bag Playbook  · D2C brands
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D2C growth playbook

The first order gets you a customer. The second one makes you money.

Most D2C brands don't have an ad problem. They have a system problem: profit arrives on the second or third order, yet most of the budget goes into the first, and COD returns take what's left. Here's how I fix it, stage by stage.

Reply in 1 working dayTalk about my brand
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6 stagesRead the playbook
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+120%D2C revenue on brands I planned as one funnel
+60%organic traffic on the same brands
+45%reach, with go-to-market and affiliate plans
30+brands and businesses worked on
Where D2C leaks

Good ROAS. Thin margin.

A 3x ROAS can still leave a 5% margin once returns, discounts, shipping and payment fees land. These are the leaks I see most.

₹01Nobody knows the real margin

Ads are judged on ROAS, but nobody has worked out what one order is actually worth after costs.

↺02Every budget goes to the first order

Profit arrives on the second and third, yet almost nothing is spent bringing customers back.

⇄03COD orders come back

Returned cash-on-delivery orders cost shipping both ways and quietly eat the margin.

⧉04Ads tire every few weeks

One hero ad runs for months, ROAS slides, and nothing new is ready to replace it.

%05Discounts do the selling

When the offer is the only reason to buy, every sale gets cheaper and customers wait for the next sale.

◎06Marketplaces own the customer

Amazon and quick commerce bring sales, but the data and the repeat order stay with them.

Leak simulation

Where 100 orders go

Orders placed100same budget
Lost on the way95leaking at every stagedown from 95
Loyal customers53+ orders, of every 100up from 5
Open leaks5stages losing buyersafter the fix
  1. Orders placed
    100TrackedTracked
  2. ConfirmedCOD orders nobody confirmed
    84−16LeakingFixed
  3. DeliveredReturned to origin, shipping paid twice
    70−14LeakingFixed
  4. KeptWrong size, wrong expectation
    62−8WatchFixed
  5. Second orderNothing brings them back
    14−48LeakingFixed
  6. Third orderNo reason to stay
    5−9WatchFixed

Illustrative numbers for a typical funnel in this industry. Not client data.

The playbook

Six stages, fixed in order.

Every part below is something I advise on, and something my team and I can build and run.

₹01The numbers first

Know what one order is worth before any campaign.

  • Contribution marginPrice minus product, shipping, fees, discounts and returns.
  • Break-even ROAS1 divided by your margin. At 40%, break-even is 2.5x.
  • Payback and cohortsWhat a customer spends over 3, 6 and 12 months.
⚡02Ads that bring buyers

Creative is the targeting on Meta now.

  • Creative testingAngle, hook and format tested in a clear matrix.
  • UGC and AI videoMade fast, so testing is limited by ideas, not budget.
  • Clean structureSimple accounts, clean feeds, budgets moved by margin.
◧03Product page and checkout

Turn the click you paid for into an order.

  • The first screenWhat it is, price, reviews and delivery time, on a phone.
  • Order valueBundles and a free-shipping threshold just above the usual order.
  • CheckoutFewer fields, faster payment. Most drop-offs happen here.
⇄04COD and RTO control

Protect the order after it's placed.

  • Confirm before dispatchEvery COD order confirmed on WhatsApp or a call.
  • Nudge to prepaidA small incentive to switch at checkout.
  • Pin-code rulesStricter rules where returns run high; same-day follow-up on failed delivery.
↺05Retention

Where the profit actually is.

  • Email and WhatsApp flowsWelcome, cart, post-purchase, reorder and win-back.
  • The second orderA clear reason to come back at the right time.
  • Reviews and UGCEvery happy customer asked, and turned into the next ad.
▦06Channels and measurement

Every channel with its own job and one number.

  • Marketplaces vs websiteDiscovery there, repeat buying on your own site.
  • SEO and AI searchCategory pages and answers that bring buyers for free.
  • One dashboardCost per customer, repeat rate and RTO, with server-side tracking.
The real plan

What brands usually do. What builds profit.

Same budget, same platforms. The difference is the system around them.

What most D2C brands do
  • Judge every campaign on ROAS alone
  • Spend almost everything on the first order
  • Run one hero ad until it dies
  • Ship COD orders without confirming them
  • Use a discount as the only reason to buy
What actually builds profit
  • Judge spend on contribution and payback
  • Plan the second order before the first ships
  • Queue a new angle before the current one tires
  • Confirm COD and nudge to prepaid
  • Sell the product, and keep the offer as a closer
How we work

Diagnose first. Then build.

I advise on what to fix and in what order. My team and I build it. You deal with me directly throughout.

  1. 1Diagnose

    Your margin, your funnel and your repeat rate, to find the stage that leaks most.

  2. 2Plan

    A 90-day plan ranked by impact, with an owner and a number against every line.

  3. 3Build

    Creative, product pages, COD flows, email and WhatsApp, and tracking, made and run.

  4. 4Scale

    Back what pays with more budget, cut what doesn't, and repeat every cycle.

“Each brand ran ads, SEO and social as separate efforts. We planned them as one funnel, with go-to-market and affiliate plans. D2C revenue grew 120%.”

Arch Innovations · agency-side · a team result, and this was my partTalk about my brand →
FAQ

What D2C founders ask first.

Straight answers, before we talk.

What ROAS should a D2C brand target?

It depends on your margin. Break-even ROAS is 1 divided by your contribution margin before ad spend. At a 40% margin, break-even is 2.5x; anything below that loses money on the first order, which is only fine if repeat orders pay it back.

How do I reduce RTO on COD orders?

Confirm every COD order on WhatsApp or a call before dispatch, nudge buyers to prepaid with a small incentive, apply stricter rules for pin codes with high return rates, and follow up failed deliveries the same day.

Should a D2C brand sell on Amazon or only on its own website?

Usually both, with different jobs. Marketplaces bring discovery and trust; your own website keeps the customer data, the margin and the chance to sell again. Plan the budget so the website, not the marketplace, owns repeat buying.

Let's talk

Where does your D2C funnel leak?

Tell me your margin, your ROAS and your repeat rate. I'll tell you honestly which stage to fix first.

Start a conversation ↗ See how I work