When Stupid Money Showed Up

Between 2020 and 2022, Amazon aggregators collectively raised approximately $16 billion in combined equity and debt. Sixteen billion. Into a category that barely existed two years prior.

Thrasio led, eventually raising over $3.4 billion and hitting a valuation reportedly near $10 billion. Behind Thrasio came the stampede — Perch, Razor Group, Heyday, Elevate Brands, Benitago Group, Forum Brands, Acquco, and scores of smaller players. At the peak, new aggregators were launching weekly.

The capital came from everywhere. Traditional VC. Growth equity. PE. Debt facilities. SPACs. Family offices. Sovereign wealth funds participated indirectly through fund-of-funds allocations. Everyone wanted a piece.

And this is where the thesis started to die.

When $16 billion chases a finite supply of Amazon FBA businesses, you get inflation. The multiples tell the whole story:

At 2x EBITDA, you can screw up and survive. The purchase price is low enough that mediocre execution still generates returns over a 3–5 year window. At 7x EBITDA, there is zero margin for error. The business has to grow substantially from its acquisition baseline just to justify what you paid — and that growth has to happen while you're integrating the thing, transitioning from a solo operator to a corporate structure, and doing the exact same juggling act with dozens of other acquisitions simultaneously.

But the aggregators didn't just overpay. They overpaid for businesses that weren't actually businesses in any durable sense.

Look at the CPC dynamics alone. Average cost-per-click on Amazon rose roughly 30% between 2020 and 2022 — the exact window when aggregators were acquiring most aggressively. The businesses they bought had been profitable at 2020 CPC levels. At 2022 levels, many weren't. And because these businesses had no brand equity driving organic search — no branded queries, no customer loyalty, no off-Amazon awareness — every single sale required paid advertising. Rising CPCs didn't just pressure margins. They blew up the acquisition models entirely.

These aggregators were buying revenue streams structurally dependent on advertising costs staying flat. Advertising costs never stay flat. On Amazon, they've moved in one direction for a decade: up. The businesses that survive rising CPCs are the ones with brand equity generating organic demand. The businesses that don't survive? Those are exactly the ones the aggregators bought.

"Chinese Vaporware Garbage"

John Hefter — veteran Amazon seller, industry commentator — had a description for what many aggregators were actually acquiring: "Chinese vaporware garbage." Provocative on purpose. But the observation underneath is precise.

The majority of FBA businesses available for acquisition in 2020–2022 were private-label products manufactured in China, shipped to FBA warehouses, sold under brands that existed only as Amazon storefronts. The "brand" was a logo on a box. The product was functionally identical to dozens of competitors in the same category. The moat was a ranking position — earned through some combination of review velocity, ad spend, and sales history.

When an aggregator bought one of these businesses, here's what they actually got:

• A supplier relationship (replaceable)

• A product listing with reviews (valuable but static)

• A ranking position on Amazon (volatile — defensible only through continued spend)

• A trademark nobody had heard of outside Amazon (legally valuable, commercially meaningless)

What they didn't get:

• Customer relationships (Amazon owns the customer)

• Brand equity (zero awareness off-platform)

• Proprietary products (commodity goods with cosmetic differentiation)

• Operational infrastructure (the solo operator WAS the infrastructure)

• Defensible competitive advantages (any competitor willing to outspend can displace you)

This is the root of everything that followed. The aggregators thought they were buying brands. They were buying Amazon rankings. Rankings are not assets — they're positions you rent through continuous operational excellence and ad spend.

The Four Fatal Flaws

Fatal Flaw 1: They Bought Ranks, Not Brands

I've been hammering this point and I'm not going to apologize for it because everything else flows from here.

A brand is a promise that lives in a customer's mind. When someone searches "illy coffee" on Amazon, they're not browsing. They're buying. They know what illy is — they've had it at a restaurant, seen it in a store, heard about it from someone they trust. The Amazon search is the last step in a decision that started somewhere else entirely.

When someone searches "garlic press" on Amazon, there is no brand preference. They click whatever appears first, has decent reviews, and seems reasonably priced. If Product A drops from position 1 to position 5, the customer buys Product B without blinking. No loyalty. No relationship. No brand. Just a ranking.

The aggregators spent $16 billion buying products in the second category and praying they'd magically become the first. Almost none of them invested in the brand-building required to make that happen. No TV campaigns. No social media audiences. No retail distribution. No meaningful product differentiation.

They bought the ranking and tried to hold it. Holding a ranking on Amazon without brand equity means perpetually increasing ad spend — which is how you get TACOS spiraling upward until the business bleeds out. (We dig into this exact dynamic in "Why Your Amazon TACOS Is a Brand Problem.")

Fatal Flaw 2: 200 Companies Is Not One Company

The P&G comparison was always a fantasy.

P&G built its portfolio over 180 years through deliberate category expansion, deep operational integration, and shared infrastructure across every function. The aggregators acquired 50, 100, 200 separate Amazon businesses in 18 months and slapped "portfolio" on it.

These businesses shared nothing. Different suppliers in different countries making different products for different categories. The supply chain for a silicone baking mat has nothing in common with the supply chain for a dog leash. The ad strategy for a kitchen gadget is useless for a beard trimmer.

No operational synergies existed because there was no operational overlap. Couldn't consolidate manufacturing — different products, different factories. Couldn't consolidate shipping — different origins, sizes, warehouse requirements. Couldn't build shared brand identity — a consumer who buys a garlic press from Brand X has exactly zero reason to care that the same parent company sells dog leashes.

The only thing they actually consolidated was overhead. And overhead consolidation without operational synergy isn't value creation. It's bureaucracy.

Each acquired business still needed its own product management, its own supply chain relationships, its own ad campaigns, its own inventory planning. But now it also had to conform to corporate reporting, sit through management reviews, and navigate decision-making designed for a company 100x its size.

Net effect: the businesses got slower and more expensive to run. The portfolio benefits never showed up.

Fatal Flaw 3: They Hired Finance People Instead of Operators

When you raise $3 billion, you hire people who know how to deploy $3 billion. So the aggregators staffed up with investment bankers, PE professionals, management consultants, corporate development specialists. People who are excellent at evaluating deals, structuring capital, building financial models.

People who have no idea how to optimize an Amazon listing. Or negotiate with a Shenzhen manufacturer. Or manage FBA inventory through Q4 peak. Or interpret a search term report. Or build a brand.

I've spent my career around both types. The operational talent gap was severe and systemic. Running an Amazon business well is a specific, technical skill set — deep platform knowledge, pattern recognition from years of hands-on experience, tactical decision-making that no MBA program teaches and no consulting stint develops.

Thrasio at its peak had over 700 employees. How many had ever run a successful Amazon business before walking through the door? A fraction. The company was built to do deals. It was chronically understaffed to run businesses.

What happened was predictable. Acquisition velocity outpaced operational capacity. Brands got bought and then neglected — or worse, "optimized" by people who didn't understand platform dynamics. Listings got changed in ways that tanked conversion rates. Ad budgets got set by financial models instead of marketplace expertise. Inventory planning got handled by analysts who'd never experienced a stockout's cascading destruction of Amazon ranking.

Fatal Flaw 4: The Capital Structure Made Patience Impossible

This is the flaw that turned a bad situation into a catastrophe.

Thrasio's $3.4 billion included approximately $855 million in debt from facilities led by firms including Silver Lake's credit arm. Debt requires servicing. Servicing requires cash flow. Cash flow requires operational performance.

But operational performance requires time. Building a brand takes years. Integrating acquisitions takes quarters. Optimizing supply chains takes sustained, patient work by experienced operators. None of that is compatible with quarterly debt service payments.

The debt didn't just limit options — it forced destructive ones. When cash flow tightened, the aggregators couldn't invest in the brand-building their businesses desperately needed. They cut costs instead. Reduced ad spend — which immediately tanked rankings. Some tried to acquire their way to growth, buying more businesses to generate more revenue to service more debt.

Anyone who's studied leveraged rollups in other industries recognizes the treadmill. You run faster to stay in place. Until you can't.

By 2023, it was over. Thrasio went through multiple rounds of layoffs, leadership changes, debt restructuring. Perch sold assets. Benitago filed for bankruptcy. Across the industry, aggregator funding collapsed by approximately 88% from peak. The gold rush ended. The claims were worthless.

The Timeline of Destruction

The speed of the collapse is worth tracing because it shows how fast the model unraveled once the money stopped flowing.

January 2022 — aggregators were still raising. Thrasio closed additional debt facilities. Razor Group completed a $400+ million round. Industry projected continued growth. Conference stages packed with aggregator CEOs pitching the portfolio thesis.

Mid-2022 — interest rates started climbing. The cost of debt, which had been nearly free during the zero-rate era, began compounding against the aggregators' leverage. That $855 million in debt service wasn't a rounding error anymore. It was existential.

Q4 2022 — first wave of layoffs. Thrasio cut staff. Perch restructured. Smaller aggregators quietly started shopping their portfolios to competitors who were also trying to sell. No buyers anywhere.

2023 was triage. Thrasio cycled through leadership — CEOs, COOs, operational leads rotating in and out. The company tried to refocus on its best-performing brands while divesting weaker ones. But the structural problem hadn't gone anywhere: there was no operational synergy to unlock. The "best-performing brands" were simply the ones that hadn't been ruined yet by corporate integration.

Benitago filed for bankruptcy. Multiple smaller aggregators dissolved. The brands they'd acquired — built by solo operators who took their 3–5x payouts and walked away — were often in worse shape than when they were purchased. Rankings had fallen. Review velocity had slowed. Supplier relationships had been neglected. The acquirers destroyed value. They didn't create it.

By 2024, the aggregator category was functionally dead. That 88% funding collapse wasn't a pullback. It was extinction. The handful of survivors — Razor Group among them, having pivoted toward operational focus in Europe — bore little resemblance to the original thesis.

The entire arc — thesis to peak to collapse — played out in less than four years. Sixteen billion dollars, deployed and largely destroyed, in the time it takes to finish college.

The Road Not Taken

This is where the autopsy gets useful instead of just grim.

The aggregator thesis had a viable execution path. Nobody took it.

Category-level brand consolidation.

Instead of buying 200 businesses across 200 unrelated categories, imagine buying 5–8 businesses within a single category. Dog treats. Coffee. Supplements. Kitchen tools. Pick one vertical. Go deep.

Why this works where broad acquisition didn't:

Real supply chain synergies. Five dog treat brands can share manufacturers, packaging suppliers, raw material sourcing. Consolidated purchasing volume drives 15–25% unit cost reductions — actual margin improvement, not financial engineering. Impossible when your portfolio spans garlic presses and beard trimmers.

Shared brand architecture that makes sense. Within a single category, you can build a brand house or house of brands with commercial logic. A parent brand in dog treats creates sub-brands for different segments — premium, value, functional, breed-specific. Marketing investment in "dog treat expertise" benefits every product. Cross-selling is natural. A customer who buys your training treats has a real reason to try your dental chews.

Expertise that compounds. A team managing five dog treat brands on Amazon develops deep knowledge of pet category dynamics — keyword patterns, seasonal trends, review psychology, competitive behavior. The fifteenth campaign benefits from everything learned in the first fourteen. Compare that to a generalist aggregator team managing a garlic press Monday and a yoga mat Tuesday. Every business is a cold start.

Retail leverage. A dog treat portfolio with $30 million in combined Amazon revenue has a story for PetSmart, Chewy, and Pet Supplies Plus. The aggregator with a garlic press, a dog leash, and a silicone baking mat has a story for nobody. Category depth creates retail leverage. Retail distribution drives off-Amazon brand awareness that compresses Amazon TACOS — the flywheel the aggregators never built.

Defensible positioning. A portfolio owning the dog treat category on Amazon — multiple brands, multiple price points, cross-linked through Sponsored Brands, A+ Content, Brand Store — is genuinely hard for a single competitor to dislodge. You've built an ecosystem. Individual garlic presses don't have network effects.

Product development becomes possible. Within a single category, you develop new products informed by data from your existing portfolio. Review analysis across five dog treat brands tells you exactly what customers want that nobody is making. Launch under an existing brand with an existing audience and existing Amazon authority. The aggregators couldn't develop products because they had no categorical expertise. They were holding companies, not product companies.

Customer data becomes actionable. Own five brands in the same category and every customer interaction informs every other brand. Review sentiment reveals category-wide wants. Ad data reveals keyword patterns and seasonal trends. Return reasons highlight product development opportunities. This is the category intelligence P&G spends billions generating through research. Category consolidation generates it organically.

The math works at sane multiples. Category consolidation doesn't require 200 businesses at 7x EBITDA. It requires 5–8 at 3–4x — then doing the operational work to create real value. Smaller deal sizes mean less capital, less debt, more patience, actual time to build brands instead of just acquiring rankings. Total capital: maybe $20–$50 million instead of $2 billion. Raisable without the leverage that killed the aggregators.

None of this is theoretical. It's the standard private equity playbook in every other industry. Roll up dental practices. Consolidate HVAC companies. Build a portfolio of pest control businesses. Value creation always comes from operational synergies within a focused category, not from financial aggregation across unrelated ones.

The Amazon aggregators ignored a century of rollup precedent and tried to build P&G in 18 months with debt financing.

Builders, Not Buyers

At Neato, we watched the aggregator wave with a specific lens. Our model is fundamentally different — we're a 2P partner, not an acquirer. We don't buy brands. We partner with them.

But the aggregator autopsy reinforces something I've believed for a long time: the value on Amazon comes from building, not buying.

Building brand equity through consistent quality, strategic advertising, off-Amazon awareness. Building operational excellence through deep platform expertise and disciplined execution. Building customer relationships through Subscribe & Save programs, review management, content that speaks to specific audiences.

The brands in our portfolio — illy, Wiley Wallaby, Earth Animal, Finley's, Rocketbook, Criss Angel MINDFREAK, SureFire, TropiClean — aren't Amazon rankings. They're brands. Customers search for them by name. They have identities that exist beyond any single platform. They have the kind of brand equity the aggregators never built and couldn't have bought.

Building is slower than buying. It takes patience, expertise, the discipline to do work that compounds over years rather than quarters. But building creates something durable. Rankings get disrupted by anyone willing to outspend you. Brands don't.