Chapter 01 free
Real work · Real tools
Learn how ecommerce and quick commerce actually work. The practical way. ↗
Real P&Ls. Real tools. Real brand projects.
COVERS 10 PLATFORMS
↓ See what's insideReal P&Ls. Real tools. Real brand projects.
COVERS 10 PLATFORMS
↓ See what's insideToday a bachelor's graduate starts at ₹3-4 LPA, and a tier 2 or tier 3 MBA fresher at ₹5-6 LPA.
Walk in already knowing the P&L, ads and Qcom work, and you can aim for ₹8-10 LPA from day one, and ₹15-20 LPA within two years.
Graduate
Tier 2/3 MBA
With these skills
2 years in
Indicative CTC for category, growth and marketplace roles in India. Not a salary or placement promise: offers depend on the company, city, role and your interview.
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 :)
If you operate
Own the numbers in your own P&L instead of nodding through them.
If you’re a student
Get job-ready, then pitch on Demo Day to 20+ D2C brands.
{{ offerLine }}
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
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
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
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
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
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
Category and growth people already running these P&Ls, and the campuses about to send them more.
OPERATORS AT
STUDENTS AT
{{ jDesc }}
No pitch, no talking head. Then run the same numbers yourself, below.
INTERACTIVE · CM1 / CM2 CALCULATOR
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. Commission and logistics together are your S&D, currently {{ sndTotalStr }} - on Ecom that splits about 18 and 10.6, on Qcom the commission runs 20-40% and logistics about 3%.
GMV EX-GST
{{ exGstStr }}
NET REVENUE
{{ netRevStr }}
CM1
{{ cm1Str }}
CM2 · PER ORDER
{{ cm2Str }} ({{ cm2PctStr }})
→ {{ verdict }}
Built from live marketplace work: the screens, reports and numbers a category or growth team opens every morning.
Amazon Seller Central
Listings, fees, ads and payouts
Vendor Central
POs, margins and 1P selling
Pippo
Marketplace operations
GobbleCube
Quick commerce shelf and share
Power BI
Dashboards the business reads
Claude Code
AI that does the analysis work
Any certificate · 75%+
Live projects from brands
Real briefs from D2C brands selling on marketplaces. Not case studies.
Knight and above · 81%+
Demo Day and job assistance
Pitch yourself to 20+ D2C brands on marketplaces, with help landing the role.
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.
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
KingsTop tier
A printed certificate and a goodie, posted to you. Plus live brand projects, Demo Day and job assistance.
Commander
Certificate, live brand projects, Demo Day, job assistance and the operator community.
Knight
Certificate, live brand projects, Demo Day, job assistance and the operator community.
Soldier
Verifiable certificate plus access to live projects from brands.
No certificate
Nothing is issued. The next sitting opens in 30 days.
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.
Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator
Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator
Certificate of Completion
is presented to
Your Name Here
for completing all six chapters of The Indian E-Commerce Playbook, from Foundation through Working Capital, and passing the timed assessment in a single sitting with 44 of 52 marks (85%). The holder is hereby recognised as a
Certified Marketplace Operator
Rank awarded · Knight
Covering ten platforms
Inside Marketplaces
Author, Inside Marketplaces
Issued
September 2026
Verify this credential
insidemarketplaces.com/verify
What these operating moves did in practice - the same moves written down in chapters 03-06.
↑ ₹50 Cr
additional marketplace revenue in 1.5+ years across blinkit zepto Amazon & more
↑ 1 → 2 digits
CM2 from single to double digits without touching price - the discount moved to the payments layer, and it held
↓ 48 hrs
to onboard Slikk as a new channel - cold LinkedIn outreach, partnership framework the same week
9 → 1
nine platform exports replaced by one live dashboard - CM2 per SKU, per platform, across blinkit zepto instamart
↑ 2× revenue
revenue doubled across marketplace channels
{{ seatsLeftNum }} of {{ seatsTotal }} launch seats left
Live countCounted from real payments. When they are gone, the price is {{ fullStr }}.
{{ priceStr }}
{{ thenStr }}
{{ priceNote }}
Unlock chapters 02-06 →Chapter 01 and the calculator above are free. Read first, then decide.
WHAT YOU UNLOCK
Chapters 02-06 - unit economics, models, Qcom ops, strategy, working capital
All interactive calculators - CM2, volumetric, cash cycle
The 23-minute timed test and ranked certificate
Live brand projects from 75%; Demo Day, job assistance and the operator community at Knight and above
Market data refreshed with the playbook - currently to March 2026
Category managers, founders and operators who run these P&Ls for a living. Commission bands, fee changes and what is actually working this quarter, compared by the people seeing it first-hand. One room, straight answers.
Exclusive to operators and category teams. Every request is read before it is let in.
The numbers people actually see
Commission bands, S&D creep and settlement quirks, compared across brands rather than guessed at.
Answers from people who ran it
Ask about a fee schedule, a Qcom PO or a cash cycle and get a reply from someone who has lived it.
Where certified operators land
Score Knight or above on the test and you are onboarded here automatically.
No. No lectures and no theory for its own sake. Real P&Ls, working calculators, hands-on time with the tools brands use, and a timed test. Clear it and you get live brand projects; score Knight or above and you get Demo Day and job assistance.
Chapter 01 in full, plus the CM2 calculator on this page. {{ faqPrice }}
You wait 30 days for the next sitting. That is deliberate - the certificate means something because it can be failed.
Every statistic carries a source line - rate cards, Redseer, Bernstein, Datum Intelligence. Where a number is our own benchmark, it says so explicitly.
Anyone looking for motivation or a guaranteed outcome. Anyone selling only D2C with no marketplace plans. And anyone who wants videos - there are none.
Real P&Ls. Real tools. Real brand projects.
COVERS 10 PLATFORMS
↓ See what's insideToday a bachelor's graduate starts at ₹3-4 LPA, and a tier 2 or tier 3 MBA fresher at ₹5-6 LPA.
Walk in already knowing the P&L, ads and Qcom work, and you can aim for ₹8-10 LPA from day one, and ₹15-20 LPA within two years.
Graduate
Tier 2/3 MBA
With these skills
2 years in
Indicative CTC for category, growth and marketplace roles in India. Not a salary or placement promise: offers depend on the company, city, role and your interview.
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 :)
If you operate
Own the numbers in your own P&L instead of nodding through them.
If you’re a student
Get job-ready, then pitch on Demo Day to 20+ D2C brands.
Chapter 01 free · 02-06 and the test at ₹1,599 launch price
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
Category and growth people already running these P&Ls, and the campuses about to send them more.
OPERATORS AT
STUDENTS AT
Leave your email and WhatsApp number and chapter 01 opens instantly. No card, no spam.
No pitch, no talking head. Then run the same numbers yourself, below.
INTERACTIVE · CM1 / CM2 CALCULATOR
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. Commission and logistics together are your S&D, currently 28.6% - on Ecom that splits about 18 and 10.6, on Qcom the commission runs 20-40% and logistics about 3%.
GMV EX-GST
₹846.61
NET REVENUE
₹745.02
CM1
₹223.51
CM2 · PER ORDER
₹151.54 (15.17%)
→ Workable. CM2 in the 10-20% band - watch TaCoS.
Built from live marketplace work: the screens, reports and numbers a category or growth team opens every morning.
Amazon Seller Central
Listings, fees, ads and payouts
Vendor Central
POs, margins and 1P selling
Pippo
Marketplace operations
GobbleCube
Quick commerce shelf and share
Power BI
Dashboards the business reads
Claude Code
AI that does the analysis work
Any certificate · 75%+
Live projects from brands
Real briefs from D2C brands selling on marketplaces. Not case studies.
Knight and above · 81%+
Demo Day and job assistance
Pitch yourself to 20+ D2C brands on marketplaces, with help landing the role.
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.
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
KingsTop tier
A printed certificate and a goodie, posted to you. Plus live brand projects, Demo Day and job assistance.
Commander
Certificate, live brand projects, Demo Day, job assistance and the operator community.
Knight
Certificate, live brand projects, Demo Day, job assistance and the operator community.
Soldier
Verifiable certificate plus access to live projects from brands.
No certificate
Nothing is issued. The next sitting opens in 30 days.
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.
Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator
Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator · Inside Marketplaces · Certified Marketplace Operator
Certificate of Completion
is presented to
Your Name Here
for completing all six chapters of The Indian E-Commerce Playbook, from Foundation through Working Capital, and passing the timed assessment in a single sitting with 44 of 52 marks (85%). The holder is hereby recognised as a
Certified Marketplace Operator
Rank awarded · Knight
Covering ten platforms
Inside Marketplaces
Author, Inside Marketplaces
Issued
September 2026
Verify this credential
insidemarketplaces.com/verify
What these operating moves did in practice - the same moves written down in chapters 03-06.
↑ ₹50 Cr
additional marketplace revenue in 1.5+ years across blinkit zepto Amazon & more
↑ 1 → 2 digits
CM2 from single to double digits without touching price - the discount moved to the payments layer, and it held
↓ 48 hrs
to onboard Slikk as a new channel - cold LinkedIn outreach, partnership framework the same week
9 → 1
nine platform exports replaced by one live dashboard - CM2 per SKU, per platform, across blinkit zepto instamart
↑ 2× revenue
revenue doubled across marketplace channels
₹1,599
then ₹1,999
One time, at the launch price. After that it is ₹1,999 and stays there. No subscription, no renewals.
Unlock chapters 02-06 →Chapter 01 and the calculator above are free. Read first, then decide.
WHAT YOU UNLOCK
Chapters 02-06 - unit economics, models, Qcom ops, strategy, working capital
All interactive calculators - CM2, volumetric, cash cycle
The 23-minute timed test and ranked certificate
Live brand projects from 75%; Demo Day, job assistance and the operator community at Knight and above
Market data refreshed with the playbook - currently to March 2026
Category managers, founders and operators who run these P&Ls for a living. Commission bands, fee changes and what is actually working this quarter, compared by the people seeing it first-hand. One room, straight answers.
Exclusive to operators and category teams. Every request is read before it is let in.
The numbers people actually see
Commission bands, S&D creep and settlement quirks, compared across brands rather than guessed at.
Answers from people who ran it
Ask about a fee schedule, a Qcom PO or a cash cycle and get a reply from someone who has lived it.
Where certified operators land
Score Knight or above on the test and you are onboarded here automatically.
No. No lectures and no theory for its own sake. Real P&Ls, working calculators, hands-on time with the tools brands use, and a timed test. Clear it and you get live brand projects; score Knight or above and you get Demo Day and job assistance.
Chapter 01 in full, plus the CM2 calculator on this page. Chapters 02-06 and the test are behind the ₹1,599 unlock, or ₹1,999 once the launch seats are gone.
You wait 30 days for the next sitting. That is deliberate - the certificate means something because it can be failed.
Every statistic carries a source line - rate cards, Redseer, Bernstein, Datum Intelligence. Where a number is our own benchmark, it says so explicitly.
Anyone looking for motivation or a guaranteed outcome. Anyone selling only D2C with no marketplace plans. And anyone who wants videos - there are none.
