Case 02 · Technology · From The Strat, episode 02
NASDAQ: AMZN
Amazon
Runs a near-breakeven retail operation at enormous scale, and earns essentially all of its profit from renting out the two things that operation forced it to build — computing capacity and shelf placement.
- Founded
- 1994
- Founders
- Jeff Bezos
- Headquarters
- Seattle, Washington
- Moat
- Wide · Scale economics
“The store is not the business. The store is the customer acquisition cost for the businesses.”
Listen first — The Strat 02 · 8 min
Lose money on purpose for a decade, and build the infrastructure everyone else will have to rent.
Notes on the episodeNet sales
$638B
2024
AWS share of operating income
~58%
On 17% of revenue
Retail operating margin
~5.4%
And that includes the advertising booked inside it
Third-party share of units
~60%
Years from IPO to first full-year profit
6
1997 to 2003. No public company gets that patience today.
§01 — The business model
Read Amazon's 2024 segment disclosure and the company stops looking like a retailer. Net sales were approximately $638B and operating income $68.6B. Of that operating income, AWS produced about $39.8B on roughly $108B of revenue — a 37% operating margin. The entire North America and International retail apparatus, on roughly $530B of sales, produced about $28.8B: a margin near 5.4%, and that figure is itself flattered by advertising revenue booked inside those segments.
Strip advertising out and the physical retail business is close to breakeven. This is not a failure. It is the design. Amazon uses retail to acquire and hold a customer relationship at a scale nobody can match, then monetises that relationship through three higher-margin layers: seller services (commission plus fulfilment fees), advertising ($56B in 2024, sold against purchase intent), and subscription (Prime, which converts a fixed logistics cost base into recurring revenue).
The cleverest structural move is the third-party marketplace. Roughly 60% of paid units sold on Amazon come from independent sellers. Amazon takes a referral commission of about 15%, charges for Fulfilment by Amazon, and then sells that seller an advertisement for placement on the search result for their own product. Combined take rates on a 3P unit routinely exceed 45–50% of the sale price. Amazon carries none of the inventory risk on those units. It has arranged for its competitors to fund its warehouse network.
Where the revenue comes from
Online + physical stores (1P retail)
~40%
Approximately $250B. Amazon buys and resells. Thin margin, full inventory risk, and the reason customers show up.
Third-party seller services
~24%
Approximately $156B in 2024 — commission plus FBA logistics. Revenue on someone else's inventory.
AWS
~17%
Approximately $108B at ~37% operating margin. About 58% of total operating income.
Advertising services
~9%
Approximately $56B and growing above 20%. Structurally the best ad business in the world: intent, at the moment of purchase, with conversion data attached.
Subscription services
~7%
Approximately $44B. Prime is a fee for the fixed cost of a logistics network the member then uses without friction.
Unit economics — One $50 third-party item sold through Amazon
Amazon captures roughly 38% of the sale price and carries none of the inventory risk. The seller took the risk, paid for the warehouse, and then paid again to be found in a search of Amazon's own catalogue.
§02 — The moat
Two moats, structurally unrelated, sharing a balance sheet.
The retail moat is scale economics shared. Amazon's fulfilment network — hundreds of facilities, its own aircraft, and last-mile delivery it now performs itself for the majority of packages — costs so much to build that no rational competitor replicates it, and its cost per unit falls as volume rises. Amazon then hands the savings back as faster shipping and lower prices, which raises volume, which lowers cost again. This only works because Amazon spent two decades willing to report no profit, and it is genuinely difficult to copy for reasons that have nothing to do with technology: a public company that tried would be punished for it within four quarters.
The AWS moat is switching costs, and it is the higher-quality one. Enterprise workloads are written against specific APIs, specific identity systems, specific data-transfer economics. Moving a large estate off AWS is a multi-year engineering programme with no visible benefit to the customer's own users. Egress fees make it explicitly expensive to leave. Note the direction of travel, though: AWS's share of cloud infrastructure has drifted from roughly a third toward the high 20s as Microsoft bundles Azure into existing enterprise agreements and Google wins AI-native workloads. AWS is still the largest and the most profitable. It is no longer the obvious default, which it was for a decade.
The advertising business is where the two moats compound: Amazon knows what you bought, not merely what you searched, and can prove the conversion to the advertiser. That is a data asset neither Google nor Meta can assemble.
Porter's five forces — 5 ticks means the force is squeezing hard
Competitive rivalry
Retail: Walmart's e-commerce is growing faster off a large base and Temu and Shein have reset price expectations in low-value goods. Cloud: Azure and Google Cloud are both taking share. Amazon leads both markets and is losing ground in both.
Threat of new entrants
The capital required to build either a national fulfilment network or a hyperscale cloud is now measured in tens of billions per year. The entrants that exist are already the largest companies in the world.
Threat of substitutes
For retail: any specialist that owns a category well enough to be searched directly. The real threat is AI shopping agents that transact across merchants and demote Amazon's search box to a price feed.
Buyer power
Consumers are price sensitive but Prime membership makes them structurally lazy. Enterprise cloud buyers have become considerably more sophisticated about negotiating committed-spend discounts.
Supplier power
Nvidia. AWS's gross margin on AI compute is set substantially by what it pays for GPUs, which is why Amazon is pushing its own Trainium silicon hard. Third-party sellers, individually powerless, have become collectively vocal with regulators.
§03 — The financials
Revenue quality
Mixed by design, and this is the single most important thing to understand about the P&L. Roughly $530B of revenue converts to about 5% margin; roughly $108B converts to 37%. Reading a blended Amazon margin tells you nothing. AWS revenue is contracted and highly visible — the backlog runs to hundreds of billions — while retail revenue is transactional and seasonal.
Margin structure
Consolidated operating margin reached approximately 10.8% in 2024, up from 6.4% in 2023 and negative in 2022. That improvement came almost entirely from two places: regionalising the US fulfilment network so packages travel shorter distances, and advertising growing 20%+ against a near-fixed cost base. Neither was a price increase.
Cash generation
This is the pressure point. Operating cash flow is very large — well over $115B — but capital expenditure has escalated to roughly $75–100B a year on AI data centres and chips. Free cash flow, which was the number Bezos taught investors to watch, has consequently compressed hard. Amazon is asking the market to fund a build-out on faith, exactly as it did in 2001 and 2013, and it has been right both previous times.
Balance sheet
Comfortable. Approximately $100B of cash and marketable securities against roughly $55B of long-term debt, plus large finance and operating lease obligations tied to the warehouse and data-centre estate. Investment grade with substantial headroom.
Net sales
$638.0B
2024, up 11% year over year
FY2024
Operating income
$68.6B
Up from $36.9B in 2023
FY2024
AWS revenue
$107.6B
~37% operating margin; ~58% of consolidated operating income
FY2024
Advertising services
$56.2B
Larger than YouTube's ad business
FY2024
Net income
$59.2B
FY2024
3P share of paid units
~60%
The majority of what Amazon sells, Amazon never owned
Capital expenditure
~$83B
Approximately, and rising sharply on AI infrastructure
FY2024
§04 — The valuation
P/E (trailing)
~40x
Meaningless in isolation — the retail segment is deliberately not earning
EV / Sales
~3.8x
Reasonable only if you believe the mix keeps shifting to AWS and ads
Implied AWS standalone value
~$1.2T
At Microsoft's multiple on ~$40B of segment operating income. Which implies the rest of Amazon is being valued modestly.
Free cash flow yield
~1.5%
Depressed by the AI capex cycle, not by the business
What has to be true to justify the price
- 01AWS reaccelerates above 20% growth and holds a margin near 35%. This is the whole thesis; the retail business is a rounding error to the valuation.
- 02Advertising keeps compounding above 15% without degrading the search result to the point that customers shop elsewhere. There is a real limit here and Amazon is testing it.
- 03The current capex cycle produces returns on capital comparable to the last one. If AI infrastructure earns a utility's return rather than a software company's, the multiple is wrong by half.
- 04Retail operating margin holds near 5–6% rather than reverting to the 2–3% of the pre-2023 network. The regionalisation gain must be structural, not cyclical.
- 05Antitrust remedies do not force separation of the marketplace from Amazon's own retail operation. The FTC's case targets precisely the mechanism described in the unit economics above.
Run it yourself
Move the growth rate and the margin and watch the implied value move. Same inputs, live.
§05 — Capital allocation
Amazon has never paid a dividend and until 2022 had never done a meaningful buyback. Essentially all cash has been reinvested, and the record on that reinvestment is the strongest argument for the stock. Two decisions carried it: opening the store to third-party sellers in 2000, which meant accepting lower margin per unit to gain selection Amazon did not have to finance; and selling internal infrastructure as AWS in 2006, which turned a cost centre into the company's entire profit engine.
Both decisions share a shape worth naming. In each case, Amazon took something it had built for itself, exposed it to outsiders on identical terms, and let the outsiders subsidise its scale. That is a repeatable move and very few companies execute it, because it requires giving competitors access to your own advantage.
The misses are real and instructive: the Fire Phone wrote off $170M and taught Amazon that hardware without a platform is charity. Alexa devices were sold at or below cost on the theory that voice would become a shopping surface. It did not — people ask Alexa for timers, not for purchases — and Amazon absorbed years of losses learning that owning an interface is worthless if nobody transacts on it.
Reinvestment rate
Near total
No dividend, minimal buyback. Capex has exceeded net income in most years.
AWS
The best capital decision of the century
A cost centre turned into ~58% of operating profit
Marketplace
Structurally brilliant
Competitors fund Amazon's selection and its warehouses
Hardware
Poor
Fire Phone written off; Alexa devices sold below cost for a shopping behaviour that never materialised
M&A
Selective, uneven
Kiva ($775M) and Zoox look smart; Whole Foods ($13.7B) has not obviously earned its price
§06 — The thesis
Amazon is a cloud and advertising business wearing a retailer's costume, and the costume is not a disguise — it is the reason the other two businesses have customers. The market has largely worked this out, but it still tends to price the whole company off consolidated margin, which systematically undervalues a business where the profitable segments are compounding faster than the unprofitable one.
The case rests on two lines: AWS at roughly $108B growing near 20% with a 37% margin, and advertising at $56B growing above 20% at a margin that is almost certainly higher than either. Together they are approaching $165B of the highest-quality revenue in technology, attached to a retail operation that requires no further subsidy to sustain itself.
The reason to own rather than watch is that the current capex cycle is depressing free cash flow, which is the metric most of the market anchors to, at exactly the moment the underlying earnings power is expanding. That gap between reported cash flow and economic earnings is where this kind of position is usually created.
The honest risk is not competition. It is that AI agents transacting on a customer's behalf make the Amazon search box irrelevant — and the Amazon search box is where the $56B advertising business lives.
What would change my mind
If AWS revenue growth falls below 15% for two consecutive quarters while segment operating margin also declines, the cloud business is being commoditised rather than merely contested, and the capex is being spent defending share rather than buying growth. That combination — decelerating growth and compressing margin at the same time — breaks the thesis outright. A single weak quarter on either measure alone does not.
§07 — How it happened
- 1994
Books, because books were the test case
Bezos leaves D. E. Shaw with a list of twenty product categories and picks books — not from passion, but because there are more titles in print than any physical store can stock. The point was never books. It was proving that a catalogue with no shelf limit beats one with shelves.
- 1997
The first shareholder letter
"It's all about the long term." Bezos tells investors he will optimise for free cash flow per share rather than reported earnings, and will make decisions that look bad quarterly. He then attaches that letter to every annual report for the next twenty-four years, which turns a promise into a contract.
- 2000
Letting competitors into the storeThe fork
After zShops and Auctions both fail, Amazon opens its own product pages to third-party sellers — placing a rival's offer next to its own on the same listing, sometimes at a lower price. Internally this was fought hard, because it cannibalised first-party retail directly. It is now roughly 60% of units sold, and the higher-margin half of the retail business.
- 2005
Prime
$79 a year for unlimited two-day shipping, priced with no serious analysis of whether it could be profitable. It converted the largest variable irritant in e-commerce into a sunk annual cost, and made every subsequent purchase feel free at the margin.
- 2006
Selling the plumbingThe fork
Amazon takes the internal storage and compute layer it built for its own engineers and sells it to anyone with a credit card. The insight was that infrastructure Amazon had already paid for could be rented in one-hour increments to startups who would otherwise buy servers. Eighteen years later it is roughly 58% of the company's operating income and it funds everything else.
- 2012
Buying Kiva and closing it to outsiders
Amazon pays $775M for the warehouse robotics company and immediately stops selling to other retailers. Competitors lose access to the technology and have to rebuild it. A rare case of Amazon buying an advantage rather than renting it out.
- 2022
The overbuild correction
Amazon reports its first annual loss since 2014 after doubling the fulfilment network in two years on pandemic demand that did not persist. Andy Jassy responds by regionalising the network into eight self-sufficient zones — a change that cuts distance per package and produces most of the margin expansion of 2023–24.
- 2024
Advertising passes $56B
The advertising business alone is now larger than YouTube's, built on the observation that a search inside a shopping catalogue is worth more per impression than a search anywhere else. Meanwhile capital expenditure climbs toward $100B a year for AI infrastructure, and free cash flow compresses again — a familiar shape for anyone who read the 1997 letter.
§08 — Your turn
Case 02 — Amazon · Jeff Bezos · 2000
Do you let outside sellers compete with you, on your own product pages, for your own customers?
Amazon sells books, music and electronics from its own inventory. Margins are thin and the dot-com crash has just wiped roughly 90% off your share price. Your buyers are good at picking inventory, and inventory is the thing you control. A proposal lands on your desk: let third-party sellers list their products on your product pages, directly beside yours, competing on price.
Choose before you scroll. The answer is hidden until you commit.
§09 — Around this case
The episode
2- The Rise of Amazon
Episode 2 · 8 min
Lose money on purpose for a decade, and build the infrastructure everyone else will have to rent.
What to listen forSources
- Amazon.com 2024 Form 10-K
- Amazon shareholder letters, 1997–2024
- FTC v. Amazon.com, Inc. (W.D. Wash., filed 2023)
- The Everything Store — Brad Stone
- The Strat, Episode 2
Patterns
§10 — Read next
These cases share the most patterns with Amazon. That overlap is computed from the tags, not chosen by hand.