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.
{{ 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 stay in your browser.
Rough is fine. The defaults are the playbook’s worked example; change any field.
Every % is on GMV excluding GST, the base platforms charge on.
The read
{{ verdict }}
Flags
The playbook’s worked example, to the paisa. Chapter 02 shows where each line comes from.
Built from live marketplace work: the screens, reports and numbers a category or growth team opens every morning.
Eight tools you work in · drag to turn

Amazon Seller Central
Listings, fees, ads and payouts
Ecommerce
Vendor Central
POs, margins and first-party selling
Ecommerce
Blinkit Seller Portal
Orders, stock and payouts on Blinkit
Quick commerceGobbleCube
Quick commerce shelf and share
Quick commerceDcluttr
Q-commerce availability and share of search
Quick commercePippo
Marketplace operations, hands on
OpsPower BI
Dashboards the business reads
AnalyticsClaude Code
AI that does the analysis work
AIWhat the certificate opens
Climb the ranks, unlock more
New at this rank Carried up
Under 75% No certificate. The next sitting opens in 30 days.
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.
Inside the test
23:00Three sections, in this order. Each one closes before the next opens, and there is no going back.
Direct 3 min
5 questions × 2 marks. Definitions and units.Money math 4 min
6 questions × 3 marks. Clean numbers, unforgiving clock.Situational 16 min
12 scenarios × 2 marks. Judgement, not recall.Try one · in the style of section 03
Festive week. Your hero SKU has missed its daily run rate three days running, and it is priced 18% above the market. What do you fix first?
Right. Price sits above everything: no bid has ever fixed a price problem. Chapter 05 has the full playbook.
Not quite. Price sits above everything: no bid has ever fixed a price problem. Chapter 05 has the full playbook.
Kings get more than a certificate. We post you a box. Hover over it to see what's inside, then hover the hoodie or T-shirt to see the back.Tap it to see what's inside, then tap the hoodie or T-shirt to see the back.
100% placement assistance.
Kings don’t just get the box. We prioritise getting you placed.






Printed certificate
Your name, score and Kings rank, printed and posted.Alumni hoodie
The back reads “Strategy is my sport.”Alumni T-shirt
The back reads “Profitability is my language.”Tumbler
Inside Marketplaces branded, for your desk.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.
Swipe for more →
↑ ₹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 stay in your browser.
Rough is fine. The defaults are the playbook’s worked example; change any field.
Every % is on GMV excluding GST, the base platforms charge on.
The read
Workable. CM2 in the 10-20% band - watch TaCoS.
Flags
The playbook’s worked example, to the paisa. Chapter 02 shows where each line comes from.
Built from live marketplace work: the screens, reports and numbers a category or growth team opens every morning.
Eight tools you work in · drag to turn

Amazon Seller Central
Listings, fees, ads and payouts
Ecommerce
Vendor Central
POs, margins and first-party selling
Ecommerce
Blinkit Seller Portal
Orders, stock and payouts on Blinkit
Quick commerceGobbleCube
Quick commerce shelf and share
Quick commerceDcluttr
Q-commerce availability and share of search
Quick commercePippo
Marketplace operations, hands on
OpsPower BI
Dashboards the business reads
AnalyticsClaude Code
AI that does the analysis work
AIWhat the certificate opens
Climb the ranks, unlock more
New at this rank Carried up
Under 75% No certificate. The next sitting opens in 30 days.
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.
Inside the test
23:00Three sections, in this order. Each one closes before the next opens, and there is no going back.
Direct 3 min
5 questions × 2 marks. Definitions and units.Money math 4 min
6 questions × 3 marks. Clean numbers, unforgiving clock.Situational 16 min
12 scenarios × 2 marks. Judgement, not recall.Try one · in the style of section 03
Festive week. Your hero SKU has missed its daily run rate three days running, and it is priced 18% above the market. What do you fix first?
Right. Price sits above everything: no bid has ever fixed a price problem. Chapter 05 has the full playbook.
Not quite. Price sits above everything: no bid has ever fixed a price problem. Chapter 05 has the full playbook.
Kings get more than a certificate. We post you a box. Hover over it to see what's inside, then hover the hoodie or T-shirt to see the back.Tap it to see what's inside, then tap the hoodie or T-shirt to see the back.
100% placement assistance.
Kings don’t just get the box. We prioritise getting you placed.






Printed certificate
Your name, score and Kings rank, printed and posted.Alumni hoodie
The back reads “Strategy is my sport.”Alumni T-shirt
The back reads “Profitability is my language.”Tumbler
Inside Marketplaces branded, for your desk.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.
Swipe for more →
↑ ₹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.