Inside Marketplaces - The Indian E-Commerce Playbook
Inside Marketplaces Get the playbook
Chapters 01–02 free Not a course · 115 minutes

Think like a marketplace operator in 115 minutes

A six-chapter operating playbook where you'll get:

06 Six chapters, real P&Ls
% Interactive CM2 & cash calculators
23 Timed test, ranked certificate
Written by an operator, not a guru

COVERS 9 PLATFORMS

Amazon Flipkart Myntra Blinkit Zepto Instamart BigBasket Flipkart Minutes Ajio
↓ See what's inside
Why this exists

Most of what you'll read about marketplaces is marketing. This is the arithmetic.

The expensive way to learn this is to take the hit on your own P&L. This is just an efficient way to avoid that :)

What's inside

What you'll learn inside

Chapters 01–02 free · 03–06 and the test at ₹1,599, one time

01 · Foundation

FREE

AFTER THIS CHAPTER YOU CAN

· Read GMV, NMV, take rate and bps without translating in your head

· Size a market with a guesstimate that survives an interview

· Compute volumetric weight before the courier does it for you

02 · Unit Economics

FREE

AFTER THIS CHAPTER YOU CAN

· Strip one ₹999 order to CM2, line by line

· Set a TaCoS ceiling and know when ads are eating the margin

· Diagnose whether the problem is sessions, CVR or returns

03 · E-Commerce

₹1,599

AFTER THIS CHAPTER YOU CAN

· Pick MFN, FBA, Seller Flex or IXD per SKU - the mode alone swings S&D 6–8 points

· Decide 1P vs 3P vs hybrid honestly

· Pull Settlement V2 and reconcile what Amazon actually charged you

04 · Q-Commerce

₹1,599

AFTER THIS CHAPTER YOU CAN

· Read OSA, DOI and fill rate the way a category manager does

· Know where you sit in the Blinkit 25–40% commission band - and what moves it

· Run ads at SKU × city × keyword, never blended

05 · Strategic Thinking

₹1,599

AFTER THIS CHAPTER YOU CAN

· Assign each channel a portfolio role instead of one blanket target

· Walk into a category-manager meeting with their data, not your pitch

· Lock a sale event at T−30 - nobody loses a sale event during the sale

06 · Working Capital

₹1,599

AFTER THIS CHAPTER YOU CAN

· Compute your cash conversion cycle and what each day of it costs

· Size the GST float and the 2% parked with the government

· Know your self-fundable growth rate before a lender tells you

Read by top operators & students

Category and growth people already running these P&Ls - and the campuses about to send them more.

Start reading free
Frido

Frido

Operators

CrepDog Crew

CrepDog Crew

Operators

dentsu

dentsu

Operators

iThrive

iThrive

Operators

IIT Delhi

IIT Delhi

Students

IIT Bombay

IIT Bombay

Students

IIM Calcutta

IIM Calcutta

Students

BIMTECH

BIMTECH

Students

Mesa School of Business

Mesa

Students

Who should get
this playbook?

Get the playbook
P&L

Category & growth managers

You already run these P&Ls. This ends the nodding - CM2, OSA and fill rate become numbers you own, not vocabulary you survive.

Founders & brand owners

Going into Qcom? Commission bands, dark-store math and the 78-day cash cycle - before they cost you a quarter of runway.

GM

Students headed into these roles

B-school or engineering, about to interview. Guesstimates, unit economics and the operating language - sound like you've done it before you have.

S&D

Agencies & consultants

You advise brands on marketplaces. Read the fee schedules and settlement reports your clients live inside - and bill accordingly.

Your journey, start to hired

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Show, don't claim

Ten seconds is enough to see the difference

No pitch, no talking head. Then run the same numbers yourself, below.

INTERACTIVE · CM1 / CM2 CALCULATOR

What does one order really leave you?

YOUR NUMBERS, NOT OURS

Every percentage here is on GMV excluding GST — the base platforms actually charge on. Mixing bases is the most common error in a marketplace P&L. These defaults are the playbook’s worked example, to the paisa.

GMV EX-GST

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NET REVENUE

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CM1

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CM2 · PER ORDER

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The test

The certificate is earned, not issued

Twenty-three questions against a hard clock, in one sitting, no going back. Under 75% there is no certificate and a 30-day wait. Over it, your rank goes on the sheet.

23 questions52 marks23 minutes75% to pass
Take the test

Direct 5 × 2 · Money math 6 × 3 · Situational 12 × 2 · 52 marks · one sitting every 30 days

What your score earns

Rounded % · printed on the sheet

96–100%

KingsTop tier

A printed certificate, posted to you, with a goodie in the envelope.

86–95%

Commander

Verified certificate plus a seat in the operator community.

81–85%

Knight

Verified certificate plus a seat in the operator community.

75–80%

Soldier

Named, scored, verifiable certificate at a public URL.

< 75%

No certificate

Nothing is issued. The next sitting opens in 30 days.

The certificate, in full

Named, scored, ranked - and verifiable at a public URL, so it holds up when someone checks. Below 75% there is no certificate, and the next sitting is 30 days away.

Take the test
Inside Marketplaces

CREDENTIAL
IM-2026-T2XDPP

Inside MarketplacesEST. 2026

THIS CERTIFIES THAT

Your Name Here

is a Certified Marketplace Operator

Completed all six chapters - Foundation, Unit Economics, E-Commerce, Q-Commerce, Strategic Thinking, Working Capital - and passed the 23-question, 52-mark timed assessment.

SCORE

44/52 · 85%

RANK

Knight

ISSUED

Sep 2026

VERIFY AT

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Sahil Panwar

AUTHOR · INSIDE MARKETPLACES
STRATEGY & OPERATIONS (FRIDO, CREPDOGCREW)

FOUNDATION ✓ UNIT ECONOMICS ✓ E-COMMERCE ✓ Q-COMMERCE ✓ STRATEGY ✓ WORKING CAPITAL ✓
Amazon Flipkart Myntra Blinkit Zepto Instamart

The Inside Marketplaces impact

What the author's own operating moves did - the same moves written down in chapters 03–06.

↑ ₹50 Cr

additional marketplace revenue in 1.2 years across blinkit zepto Amazon & more

FridoFrido

↑ 1 → 2 digits

CM2 from single to double digits without touching price - the discount moved to the payments layer, and it held

FridoFrido · Amazon & Qcom

↓ 48 hrs

to onboard Slikk as a new channel - cold LinkedIn outreach, partnership framework the same week

FridoFrido · channel expansion

9 → 1

nine platform exports replaced by one live dashboard - CM2 per SKU, per platform, across blinkit zepto instamart

PIPPO.built & run by Sahil

Brand portal

built for CrepDog’s partner brands — their own analytics and control over listings and stock, instead of waiting on someone else’s monthly export

CrepDog CrewCrepDog Crew · online

~50 / 50

online-to-retail revenue split today, off just 3 stores — retail now carries as much as the marketplace side

CrepDog CrewCrepDog Crew · retail
Connect with Sahil on LinkedIn
One price

₹1,599

One time. No subscription, no strikethrough MRP, no urgency.

Unlock chapters 03–06 →

01–02 and the calculator above are free. Read first, then decide.

WHAT ₹1,599 UNLOCKS

Chapters 03–06 - models, Qcom ops, strategy, working capital

All interactive calculators - CM2, volumetric, cash cycle

The 23-minute timed test and ranked certificate

Private operator community at Knight and above

Market data refreshed with the playbook - currently to March 2026

The author
Sahil Panwar

Sahil Panwar

Strategy & Ops - Frido, CrepDog Crew · ex-Founder, DravyBrands

First venture at 18. Built PIPPO, the live Qcom P&L dashboard. This playbook exists because he wished it had when he started. LinkedIn → · learn@insidemarketplaces.com

₹50 Cr

Marketplace revenue added in 1.2 years at Frido

1 → 2

CM2 from single to double digits - and held

09

Platforms run hands-on, Ecom + Qcom

₹40 L

First venture, three months, at 18

FAQ
Is this a course?

No. No videos, no cohort, no live sessions. 115 minutes of reading, three working calculators, a timed test.

What exactly is free?

Chapters 01 and 02 in full, plus the CM2 calculator on this page. Chapters 03–06 and the test are behind the ₹1,599 unlock.

What if I fail the test?

You wait 30 days for the next sitting. That is deliberate - the certificate means something because it can be failed.

Are the numbers real?

Every statistic carries a source line - rate cards, Redseer, Bernstein, Datum Intelligence. Where a number is the author's own benchmark, it says so explicitly.

Who is this not for?

Anyone looking for motivation or a guaranteed outcome. Anyone selling only D2C with no marketplace plans. And anyone who wants videos - there are none.

INSIDE MARKETPLACES · BY SAHIL PANWAR · LEARN@INSIDEMARKETPLACES.COM