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Prosper has changed.

Not in a gradual, incremental way. The shift is visible in the agenda, the expo floor, the conversations happening between sessions. This is no longer a conference for people figuring out how to sell on Amazon. It’s a conference for operators already doing real volume who are trying to figure out what the next two or three years actually look like.

That distinction matters. If you showed up expecting foundational content or tactical Amazon 101, you probably felt out of place. If you showed up with a real P&L and hard questions about margin, channel mix, and AI integration, Prosper 2026 had a lot to offer.

Here’s what we took away.

The Audience Has Self-Selected

The program this year was built for experienced sellers: growth strategy, advertising efficiency, operational systems, logistics, pricing architecture, multi-channel expansion. The AI workshops weren’t theoretical. They were structured around real business problems, with sellers walking away with actual workflows they could deploy the following week.

That’s a meaningful signal about where serious marketplace operators are right now. The “launch and see what happens” era is over. The people in that room were thinking about ASIN-level profitability, SKU rationalization, and building organizational capability around AI, not just using it occasionally.

If your team isn’t having those conversations yet, the gap between you and the operators in that room is growing.

Amazon Is Optimizing for Its Own System

This was the most important through-line at the show, even if it wasn’t always stated that directly.

The seller base on Amazon has changed significantly. A large and growing share of new sellers come from overseas, often with substantially lower manufacturing and labor costs. That puts downward pressure on prices across entire categories. At the same time, Amazon’s fee structure has increased, and the advertising environment has become more competitive and more expensive.

The practical outcome: categories that used to be defensible on product quality alone are getting compressed. Running Sponsored Products and hoping for organic lift is a slower path to margin erosion than it used to be.

The brands that discussed this clearly at Prosper weren’t panicking. They were reorienting. The frame shift is this: Amazon is a powerful infrastructure, and you should use it. But it’s not a brand incubator, and it was never going to be. Your defensibility has to live somewhere Amazon doesn’t control, which means building demand that you can point at any channel, owning customer relationships directly, and having enough operational clarity that you can make hard SKU decisions without flinching.

The brands in the best position right now treat Amazon as one channel inside a larger system. That’s not a hedge. That’s a strategy.

AI Has Moved from Topic to Capability

Two or three years ago, AI was something people talked about on stage at conferences like this. In 2026, it’s embedded in the tools, the agenda, and the way sponsors are building their products.

The Prosper AI workshops were about workflows: research automation, listing optimization, creative generation, performance analysis. Sponsors are shipping AI-powered features directly into the tools sellers use every day, and the sellers getting the most out of it are the ones who’ve done the work to figure out where AI actually helps versus where it just adds noise.

There’s also a shift happening in how shoppers discover and evaluate products, both on Amazon and off it. AI-driven search and generative interfaces are changing the signals that determine whether your listing surfaces and converts. If your optimization is still built entirely around classic keyword behavior, that’s going to feel increasingly out of sync with how traffic actually works.

What distinguishes AI-literate sellers right now isn’t that they’re using more tools. It’s that they’ve built structure around AI use: consistent prompts, documented workflows, defined owners. They’re using AI to surface analysis and flag opportunities, with humans making the actual decisions. And they’re capturing what works in a living playbook rather than letting useful experiments disappear when someone changes roles.

If AI is still a side project with no clear owner in your organization, Prosper 2026 was a clear signal that the window for treating it that way is closing.

Multi-Channel Is the Default Assumption Now

The framing of Prosper has shifted from “Amazon conference” to “marketplace conference,” and that’s not just branding. The agenda and the exhibit hall both reflect an operating assumption that serious sellers are running multiple channels and figuring out how to do it efficiently.

Walmart Marketplace came up repeatedly, not as a novelty but as a real channel with real volume for sellers who approach it correctly. TikTok Shop was present, eBay was in the mix, and the tooling on display was oriented heavily toward multi-channel listing, inventory management, and cross-platform analytics.

What this doesn’t mean is copying your Amazon catalog to every available marketplace and calling it diversification. That approach tends to create operational drag without meaningful revenue upside. What it does mean is picking one or two adjacent channels, running structured tests with a curated subset of SKUs, and building your catalog and data infrastructure so that adding a channel is an incremental project rather than a reorganization.

The operational goal is a channel portfolio where each marketplace has a defined role: some channels are for volume, some for margin, some for brand awareness, some for customer acquisition. When one channel has a bad quarter because of a policy change or a fee increase, it’s a problem. When it’s one piece of a larger portfolio, it’s manageable.

The sellers who’ve built that portfolio are noticeably calmer about the Amazon fee environment than the ones who haven’t.

How to Actually Get ROI from a Conference Like This

The last thing worth taking from Prosper 2026 is the meta-lesson about how to use events like this at all.

The agenda is too dense to absorb everything, and it’s not meant to be absorbed. The operators who leave with real ROI tend to show up having already identified two or three specific problems they’re trying to solve this year. They map sessions and meetings to those problems. They pre-book conversations with vendors and partners tied to decisions they need to make, not to general awareness of what’s out there.

The keynotes are context. The real work happens in smaller workshops, roundtables, and the conversations that start in hallways and continue over dinner. That’s where you can talk specifics, test ideas against people dealing with the same problems, and pressure-check assumptions you’ve been carrying around.

The window after any conference is short. The sellers who get the most out of Prosper are the ones who take the next 48 hours seriously: turning observations into a short list of concrete decisions, with owners and deadlines attached.

The show gives you signals. What you do with it is the actual work.

Five Things to Do This Week While Prosper Is Still Fresh

1. Write down the three things that actually surprised you

Not the sessions you attended. The moments where something landed differently than you expected, where you disagreed with a speaker, or where a hallway conversation reframed a problem you’ve been sitting on. Those are the signals. The rest is information you could have gotten from a recap post.

2. Audit your channel dependency

If more than 70% of your revenue runs through a single marketplace, Prosper 2026 gave you enough data to take that seriously. You don’t have to launch on Walmart tomorrow. But you should know your number, and you should have a one-page answer for what you’d do if Amazon’s fee structure changed again in Q3.

3. Put an owner on AI workflows

Not a committee. One person who is responsible for documenting what your team is using AI for, what’s working, and what needs structure. If that person doesn’t exist yet, Prosper made clear that the gap between you and operators who’ve solved this is going to widen fast.

4. Follow up within 48 hours

The half-life of a conference connection is short. The conversation you had at dinner on Tuesday is already fading. Send the three emails, book the two calls, and make the one introduction you said you’d make. Do it before the week is out.

5. Translate one insight into a 30-day test

Pick the most actionable thing you heard at Prosper and define what a real test looks like: what you’re changing, what metric you’re watching, and what decision that metric will drive. One insight turned into a real experiment is worth more than fifteen slide decks sitting in a conference folder.

Built for Amazon. Designed for Growth

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Canopy Management delivers end-to-end eCommerce growth, leading the industry in Amazon marketplace strategy while powering expansion through Shopify, Meta, and Google. Our full-funnel approach — from marketplace optimization to customer acquisition — has generated over $3.3 billion in partner revenue and made us the trusted growth engine for brands worldwide.

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