D2C Revenue Recovery OS · Instrument № 01 ₹499/- — one-time
D2C Revenue Recovery OS — Starter Blueprint + AI Setup Agent

For Indian D2C brands

Your store leaks revenue at two exact points. Claude AI builds the system that plugs both.

The complete WhatsApp automation OS for abandoned-cart and NDR/RTO recovery — you connect your Supabase and Razorpay accounts, Claude AI does the actual setup, schema and all. No retainers. No agency. ₹499/-, once.

Trace the leak

One-time payment · Notion workspace + Claude AI prompts, delivered by email in minutes · No coding required · 7-day refund

Already convinced? Skip to pricing ↓
Follow the money
§ 01

Two leaks, one pattern.

Before any pitch, the arithmetic. Indian D2C loses money at two predictable moments: the checkout that never completes, and the COD parcel that never delivers. Both are recoverable — almost nobody runs the system to recover them.

~0%
of carts are abandoned before checkout completes — the industry-average leak at the payment step.
00%
typical RTO rate on COD orders for Indian D2C — each return costing forward shipping, reverse shipping, and the sale.
<0%
of that lost revenue is typically recovered by brands running no structured recovery system at all.

Typical industry figures, shown to size the problem — not claims about this product.

Why WhatsApp specifically: after paid ads and organic (which is hard to attribute cleanly), a structured WhatsApp CRM is consistently the highest-ROI channel available to Indian D2C — on our own abandoned-cart flows it has returned 11.87x against 0.27x on generic broadcast messaging. The gap isn't the channel, it's whether the flow is automated.
§ 02

Follow one buyer through your funnel.

Nine stages. Two leaks. Two recoveries. The ledger keeps score as you scroll — and once you run your own numbers below, it keeps score in your numbers.

Stage 01 / 09

Ad click

A buyer taps your ad. CAC is now spent. From this second on, every step either converts that spend into revenue — or leaks it.

Revenue at risk ₹0
Revenue recovered ₹0

Illustrative monthly figures for a mid-size D2C brand — sized to show the mechanics, not to promise outcomes.

Scaled to the numbers you entered in the calculator

Revenue at risk ₹0
Recovered ₹0
Skip to pricing ↓

Illustrative monthly figures for a mid-size D2C brand — sized to show the mechanics, not to promise outcomes.

§ 03

Your numbers, roughly.

Pick your category, drop in four numbers from your dashboard. The ledger above — and your pricing below — will update to reflect them.

Inputs

Typical monthly recovery

Abandoned-cart recovery
₹0₹0
NDR / RTO recovery
₹0₹0
Combined, per month ₹0₹0/mo

Typical estimates based on category-level recovery ranges — not a guarantee. Your rates depend on offer, AOV, list quality and follow-through. These figures also already apply a ~50% real-world delivery discount, since not every WhatsApp marketing-category message lands — this is meant to be a realistic number, not a best-case one.

§ 04

Ten components, in deployment order.

Not a feature list — a build sequence. Two ways to run it: hand the prompt pack to Claude AI and let it build the schema and triggers directly against your accounts, or read the Blueprint and build it yourself. Most buyers use the AI Setup Agent — the Blueprint is what backs it up.

Revenue at risk right now: ₹0 (≈ ₹0/yr)

Leak 01 Checkout abandoned Leak 02 Order → NDR raised Event captured SUPABASE Template fires AISENSY Message lands on CUSTOMER'S WHATSAPP Outcome 01 Checkout recovered + ₹0/mo Outcome 02 NDR recovered + ₹0/mo

Store event → database trigger → template send → buyer's phone. Claude AI wires this signal line for you — you just connect the accounts.

Phase I — Foundation

01

Revenue Recovery Framework

The operating logic: where D2C revenue leaks, in what order to plug each leak, and how to prioritise by rupee impact instead of by what's fashionable.

Phase II — Recovery flows

02

Abandoned Cart Flows

The multi-touch WhatsApp sequence — timing, message logic, objection handling and offer laddering — that turns dead checkouts into completed orders.

03

NDR Recovery Workflows

The automated loop that catches "customer unavailable / address issue / refused" the moment the courier raises it, and forces a reattempt before RTO becomes final.

04

COD Verification

Pre-ship intent confirmation on WhatsApp that filters fake and flaky COD orders before you pay to ship them.

05

Order Update Automation

Confirmation, dispatch and out-for-delivery nudges that keep the buyer expecting the parcel — the quiet flows that cut refusal at the door.

Phase III — Infrastructure

06

Claude AI Setup Agent Main MVP

A ready-made Claude Project + prompt sequence. Connect Claude to your Supabase and Razorpay accounts and it builds the data model, triggers, and webhook wiring directly — no copy-pasting SQL by hand. Backed by a full architecture doc if you ever want to inspect or run it manually.

Phase IV — Execution

07

Implementation SOP Secondary MVP

The step-by-step deployment order written for operators, not engineers — the manual path, and the reference doc Claude follows when running the Setup Agent. Walks you through the two things only you can do: WhatsApp template approval and Razorpay activation.

08

50+ WhatsApp Templates

Approval-ready message templates for every flow above — cart recovery, COD verification, NDR reattempts, order updates — written for Indian buyers.

09

KPI Dashboard Framework

The tracking layer that proves recovery in rupees — so you know what the system paid back, not just that it "sent messages." Claude builds the dashboard itself from your data, using a second prompt pack included with the OS, and you can ask Claude to re-shape or add to it any day you want — it's not a static template you're stuck with.

Phase V — Retention (bonus)

10

Post-Purchase & LTV Starter Flows Bonus

A teaser layer of retention automation — repeat-purchase nudges and win-back templates — included with the Blueprint so day-one buyers aren't starting from zero on retention.

The full build — segmentation, LTV scoring, lifecycle flows and CRM setup — is the Recovery OS Audit + LTV Engine, ₹1,999/- →

§ 05

See inside the OS.

Not a mockup gallery — actual screens from the actual build. Video walkthrough is still a placeholder; swap that in before this page goes live.

Supabase table editor showing the live order-recovery schema

Supabase order-recovery schema — the actual table structure behind the automation.

Approved AiSensy WhatsApp cart-recovery template

An AIsensy WhatsApp template in the wild — a real, approved cart-recovery message.

KPI tracking sheet showing spend, revenue and ROI by flow

The KPI tracking behind the numbers on this page — spend, revenue and ROI, by flow.

§ 06

Case study: the desk it was built on.

This system wasn't written for a course. It was built to stop a real brand's leaks — then documented, numbers included.

WhatsApp was the leak nobody on my team was measuring — carts we'd already spent ad money to bring in, going cold at 3% recovered. I built the exact system in this OS on Beards & Shears: Supabase tracking every event, AIsensy running the sequences. Recovery went from 3% to 20%, RTO dropped from 40% to 15%, and monthly recovered revenue went from ~₹15,000 to ~₹1.8L. After paid ads, this is the highest-ROI channel we run — automation is what made it repeatable, not one good campaign.

Zubin Sharma — Co-Founder, Beards & Shears

Before the OS After the OS
3% of abandoned carts recoveredCart recovery rate 20% of abandoned carts recovered
40% RTO rate on COD ordersReturn-to-origin rate 15% RTO rate on COD orders
~₹15,000 recovered monthlyMonthly recovered revenue ~₹1,80,000 recovered monthly
0.27x ROI on generic broadcastsReturn on WhatsApp spend 11.87x ROI on automated cart flows
Week 1
AI Setup Agent runs

Claude connects to Supabase and Razorpay, deploys the schema, and AIsensy templates go in for approval — no manual SQL.

Week 2
Flows go live

Cart recovery and NDR reattempt flows switch on; first automated recoveries start logging in the KPI dashboard.

Day 30
Recovery stabilizes

Recovery settles into a repeatable monthly number — the point this case study's metrics are measured from.

§ 07

The exchange.

₹499/- once. Here is exactly what crosses the table — and exactly what protects you if it isn't for you.

Who this isn't for

  • You're doing under ~50 orders a month — the mechanics work, but the setup time isn't worth it yet at that volume.
  • You don't run COD at all — the NDR/RTO half of this system won't apply to a prepaid-only store.
  • You want a magic-bullet growth hack — this is infrastructure you build once, not a marketing trick.
  • You don't want to connect your own accounts at all, even to an AI agent — that's The Deployment or The Retainer below, where we run it for you.

How this stacks up.

Before the price — here's the honest comparison, so ₹499/- means something when you see it.

Freelancer Agency retainer Recovery OSThis is us
Upfront cost ₹15,000–40,000/- ₹0–10,000/- setup ₹499/-
Ongoing cost None, usually ₹30,000–60,000/- / month ₹0 — you own it outright
Time to live 2–4 weeks, depends on availability 3–6 weeks, plus onboarding A day or two — AI builds it, approvals set the pace
You own the system Sometimes — depends on contract Rarely — flows live in their tools Always — it's yours, documented
If they disappear You're stuck mid-build Flows usually go dark Nothing changes — you have the SOP
Your projected recovery Not calculated yet — the number above becomes yours once you run the calculator. Run the numbers ↑

Instrument № 01 — Recovery

The Blueprint + AI Setup Agent

Based on the numbers above, you're likely leaking ₹3,74,000/mo (≈ ₹44,88,000/yr) to these two leaks right now — this costs ₹499/-, once.
₹499/-ONE-TIME
  • Claude AI Setup Agent — connect your accounts, AI builds the schema and webhooks
  • The full 10-component recovery system, framework to templates
  • Supabase + AIsensy architecture, fully documented as backup
  • 50+ approval-ready WhatsApp templates
  • Implementation SOP — for the manual path, or to follow along
  • KPI dashboard, built by Claude from your data — editable any day, not a static template
  • Bonus: post-purchase & LTV starter flows
  • Lifetime access to what you receive at checkout

How soon will you recover this expense?

At your numbers, the Blueprint pays for itself in about less than a day of what you're currently leaking. With the AI Setup Agent doing the technical build, most buyers connect their accounts and go live within a day or two — the WhatsApp template and Razorpay approval steps set the actual pace.

UPI · Cards · Netbanking — via Razorpay · delivered to your email

₹499/- covers the system itself. Your AIsensy/WhatsApp BSP plan and per-message costs are separate, billed directly to you — same as any WhatsApp automation tool.

Hour 0
Claude designs the architecture

On our own build this step took a full day by hand. The Setup Agent does it directly against your connected accounts — no manual planning.

Hour 0–2
AiSensy goes live

The one step no AI can skip: creating your AiSensy account and getting WhatsApp Business verified. Typically 1–2 hours — Meta's pace, not ours.

Same day
Claude wires the rest

Feed it your AiSensy API key and approved templates, and it builds the Supabase schema, triggers, and webhooks against your live accounts.

What comes after the Blueprint

You don't have to stop at DIY.

Every tier below includes everything in the one before it. What changes is who builds it, how deep, and on how many channels — priced roughly to match the hours it actually takes.

Next step up — you still implement

The Architecture Note

Audit + LTV Engine + Custom Architecture

₹1,999/-
Still leaking ₹3,74,000/mo (≈ ₹44,88,000/yr)? This buys the audit and the exact plan to stop it.
What's included ↓

We audit your actual funnel and order data, build your complete LTV & Retention Engine, and hand you a Custom Architecture plan mapped to your exact stack. You get the full design — down to the last trigger — and implement it yourself using the SOP.

  • Full funnel & order-data audit
  • Complete LTV & Retention Engine — segmentation, lifecycle flows, win-back, CRM setup
  • Custom Architecture plan mapped to your store
  • Implementation SOP written for your architecture
  • We don't implement it for you — that's The Deployment

Priced for roughly a week of hands-on audit and planning work — yours to keep, however you implement it.

How soon will you recover this expense?

At your numbers, this tier costs about ~2 days of what you're currently leaking. Delivered in 5–7 working days; you implement from there using the SOP.

Ask about this
For your exact stack — we implement it

The Deployment

Custom Architecture, Built & Implemented

₹6,999/-
₹3,74,000/mo (≈ ₹44,88,000/yr) leaking out — fully built and live for a fraction of one month's leak.
What's included ↓

Everything in The Architecture Note — plus we build and deploy it ourselves. Supabase schema, AIsensy flows, templates, dashboard: live on your store, not handed to you as a document.

  • Everything in The Architecture Note
  • Full hands-on implementation — we build and deploy it on your store
  • Bonus: Meta Ads account & creative audit
  • Bonus: 30 days of priority support after go-live

Priced for the 2–3 weeks of hands-on build time it actually takes to implement this on your store.

How soon will you recover this expense?

At your numbers, this tier costs about ~6 days of your monthly leak. We implement end to end — typically live within 2–3 weeks, with first recoveries visible within days of go-live.

Ask about this
Scale — full team, every channel

The Retainer

Full Implementation + Growth Retainer

₹15,000–30,000/-
₹3,74,000/mo (≈ ₹44,88,000/yr) at risk, on every channel — solved end to end, then optimized monthly.
What's included ↓

Everything in The Deployment — expanded across every channel that matters, run by a dedicated team that keeps optimizing it monthly instead of walking away after launch.

  • Everything in The Deployment
  • Multi-channel automation — Email + SMS + WhatsApp, not WhatsApp alone
  • Full paid-ads management bundled in — Meta + Google
  • Dedicated account manager + monthly reporting call
  • Ongoing monthly optimization — a running system, not a one-time build

₹15,000–30,000/- builds it; a monthly retainer (scoped per engagement) keeps a real team running it — see "Ongoing cost" in the comparison above for what that replaces.

How soon will you recover this expense?

At your numbers, the build alone costs about ~12 days of your monthly leak — then it keeps paying you back every month after that as a running system.

You'll notice there's no countdown timer on this page and no "only 3 left" counter. A revenue-recovery system doesn't need theatre — here's what protects you either way.

Seven-day refund, plain and simple.

Go through the Blueprint. If it isn't worth ₹499/- to your brand, reply to your delivery email within seven days and the money comes back. No forms, no exit interview.

Delivered in minutes, not days.

Access arrives on your email — and on WhatsApp, fittingly — immediately after payment clears.

Payment, handled properly.

Checkout runs on Razorpay's hosted, PCI-compliant flow. Your card and UPI details never touch this website.

§ 08

Fair questions.

No. You just need accounts created (both are free to start). Connect them to the Claude AI Setup Agent and it builds the schema and AIsensy configuration directly — you're not hand-typing SQL. If you already use a different WhatsApp BSP, the flows and templates port over — the logic is identical, only the buttons differ.

Neither, really — it's two things. The main one is the Claude AI Setup Agent: a prompt pack that has Claude build the system directly against your connected accounts. The Blueprint document — architecture, workflows, SOPs, 50+ ready templates — is the backup: what Claude follows, and what you'd use to build it by hand if you'd rather. Delivered digitally, immediately after payment.

An agency charges ₹30,000–60,000/- a month to run flows it won't show you. This is the flows themselves, built by Claude AI against your own accounts — the same architecture we'd deploy in a done-for-you build — for ₹499/-, with you owning every piece. If you'd rather not implement it yourself, the value ladder above has that option too.

Yes — that's the point of the AI Setup Agent. You connect Claude to your Supabase and Razorpay accounts and it does the technical build; you're approving actions, not writing code. The two steps no AI can skip — WhatsApp template approval and Razorpay activation — are both point-and-click business verification, walked through in the SOP. If you'd rather hand off everything including those steps, that's the Full Implementation option.

The mechanics — cart recovery on WhatsApp, COD verification, NDR reattempt loops — are category-agnostic. Recovery rates differ (the calculator above shows typical ranges by category), but the two leaks exist in every COD-heavy Indian D2C category we've seen.

Both, at different depths. The ₹499/- Blueprint includes a starter layer of post-purchase and LTV flows so you're not starting from zero on retention. The full retention engine — segmentation, lifecycle automation, complete CRM setup — is the Audit + LTV Engine upsell.

No — the ₹499/- covers the system: the AI Setup Agent, architecture, and templates. Sending the actual WhatsApp messages happens through your own AIsensy (or other BSP) account, which has its own plan and per-conversation cost billed by Meta — the same as any WhatsApp automation tool, ours or otherwise. Most D2C stores running a few hundred recoveries a month spend a small fraction of what they recover on messaging costs, but it's a separate, ongoing line item you should budget for.

Those are the pipes, not the plumbing. AiSensy sends messages; Klaviyo sends email/SMS — neither ships the abandoned-cart and NDR/RTO logic, the Supabase event tracking, or the trigger sequencing that decides when and what to send. This is the system that sits on top of the tool you already have and tells it what to do. If you're on a different BSP already, the flows and templates port over — the logic's identical, only the buttons differ.

Yes — every purchase gets an automatic payment receipt via Razorpay, emailed to you immediately. GST is not currently charged, as turnover is below the registration threshold.

Seven days from purchase, unconditional. Reply to your delivery email saying it isn't for you, and the amount paid is returned to your original payment method. No questions beyond what's needed to process it.