Ecommerce Analytics at Prosper Show 2025: What Amazon Sellers Need to Know
by Trivas.ai
|
6 min read
Sep 23, 2026
Prosper Show rolls back into Las Vegas in 2025, and if you sell on Amazon, it's still the one conference worth clearing your calendar for. This year, ecommerce analytics at Prosper Show 2025 is shaping up to be less about PPC hacks and more about a question every seller eventually has to answer: do you actually know what you're making on each sale? Here's what to expect on the show floor, and where Trivas fits into that conversation.
Why Prosper Show 2025 Matters for Data-Driven Sellers
Prosper Show runs in Las Vegas, and unlike the broader ecommerce conferences that try to cover Shopify, retail, and marketplaces all at once, this one is built specifically for Amazon and marketplace sellers. That focus is the whole point. You're not sitting through sessions aimed at a DTC brand that's never touched FBA.
The last couple of years have shifted the agenda noticeably. It used to be dominated by PPC bid strategies and listing optimization tricks. Now analytics, AI, and profitability tracking have taken over as the headline themes. Sellers aren't just asking "how do I rank higher," they're asking "how do I know if this SKU is actually profitable after Amazon takes its cut."
Who should actually book the flight: 7 and 8-figure Amazon sellers who've outgrown spreadsheets, brand owners juggling Amazon alongside Walmart or Target, and agencies managing reporting across a stack of client accounts. If that's you, this year's ecommerce analytics Prosper Show 2025 sessions are worth the trip on their own.
The Ecommerce Analytics Conversation Sellers Will Hear This Year
Expect three themes to dominate the analytics track. First, true SKU-level profitability, meaning what's left after referral fees, FBA fees, ad spend, and returns get subtracted. Not gross revenue. Not "sales" as shown on the Business Reports tab. Actual margin.
Second, AI-driven forecasting for inventory. Sellers are done guessing reorder quantities six weeks before Q4 and hoping for the best. Third, cross-marketplace reporting. Amazon is still the anchor, but Walmart Marketplace, Target Plus, and TikTok Shop keep coming up as channels sellers are being asked to report on alongside Amazon, often in the same spreadsheet.
That last point explains why so many sellers are quietly ditching native dashboards. Seller Central's reporting is fine for Amazon-only data, but the second you add a second marketplace or a DTC Shopify store, you're back to manual exports and VLOOKUPs. Sellers are moving toward unified analytics tools because stitching together five browser tabs every Monday morning isn't a reporting strategy, it's a chore.
The pain point that comes up in nearly every session, panel, and hallway conversation: reconciling Seller Central data with ad spend to get to a real margin number. Amazon shows you sales. Amazon Ads shows you spend. Neither shows you what's actually left over. That gap is the single biggest reason analytics vendors keep showing up at this show in growing numbers.
Common Analytics Gaps Amazon Sellers Bring to Prosper Show
Talk to sellers on the floor for an hour and you'll hear the same three problems repeated with different SKU numbers attached.
Manual reporting is eating the week. Someone on the team is pulling Seller Central data, exporting Amazon Ads reports, and pasting Shopify or DTC numbers into a master spreadsheet, by hand, on a recurring basis. For a lot of sellers that's several hours a week that could go toward actually running the business.
No real-time view of contribution margin. Revenue by SKU is easy. Contribution margin by SKU, once you factor in FBA storage fees, referral fees, and ad spend down to the campaign level, is not. Most sellers can tell you their best-selling product. Far fewer can tell you their most profitable one, and those are often not the same SKU.
Forecasting still runs on gut feel. Ahead of Q4, a lot of inventory planning still happens in a spreadsheet with last year's numbers bumped up by a guessed percentage. That works until it doesn't, usually right when a SKU stocks out during Prime Day or sits in a warehouse racking up long-term storage fees after the holidays.
What Trivas Brings to the Analytics Conversation
We built Trivas around a simple frustration: sellers running Amazon and Shopify side by side shouldn't need five tools to answer one question. The dashboard layer sits on Amazon Redshift and pulls in Amazon, Shopify, Meta and Google Ads, and GA4 into a single reporting view. No more toggling between Seller Central and Ads Manager to figure out what a campaign actually cost you against what it actually returned.
On top of that sits Wingman, our AI layer. Instead of handing you another raw table to dig through, it surfaces the anomalies directly: a SKU's margin dropped 12 points this week, a campaign's CPC spiked overnight, that kind of thing. You shouldn't need a dedicated analyst to catch a problem that a system could flag for you automatically.
The piece that speaks most directly to what sellers describe at events like this is AI-driven forecasting for demand and inventory planning. Instead of a spreadsheet formula bumping last year's numbers up by a guess, the forecasting engine works off actual demand signals. It's a direct answer to the "gut feel" problem that keeps showing up in Prosper Show hallway conversations year after year.
Making the Most of Prosper Show 2025: A Quick Checklist
Fifteen minutes at a booth isn't much time, so come with sharp questions. A few worth asking every analytics vendor you talk to:
How current is the data? Hourly, daily, or does it lag a day or two behind Seller Central?
What marketplaces do you actually cover beyond Amazon? Walmart and TikTok Shop specifically, if that's relevant to you.
What does it cost to add a new integration later, and is that a separate line item or included?
Here's the real test for evaluating a tool on the floor: ask to see a live dashboard, not a slide deck. Anyone can build a polished slide of a "future state" dashboard. A live one, with real filters and real data pulled up in front of you, tells you a lot more about what you'd actually be using six months from now.
Before you go, write down your current reporting stack. Which tools you're using, what's duplicated, and where the actual gaps are (usually margin visibility or cross-marketplace reporting). Walking the floor with that list means you're comparing real alternatives against your real setup, not just collecting brochures.
Talk to Trivas Before or After the Show
If you'd rather skip the booth line, book time with a founder before or after the show and walk through your current Amazon and Shopify reporting setup together. No deck, no pitch, just a look at where your data currently lives and whether a unified dashboard would actually save you time. If you want the cost details ahead of that call, the Amazon-specific pricing page has the numbers laid out plainly. And if you're curious what else is on the events calendar this year, it's worth a look before you book travel again.
Content author and contributor at Trivas.ai, sharing insights on e-commerce analytics, business intelligence, and data-driven strategies to help businesses grow.
Continue Reading
explore more insights
How Do I Measure Marketing ROI Across All Channels Using AI?
3 min read
AI-Driven Marketing Intelligence
3 min read
Shopify Analytics for APAC Brands: Real-Time Reporting Across Time Zones and Currencies
.d53b12e5.png&w=3840&q=75 "Trivas.ai")
by Trivas.ai
