Sponsored Display video reporting hides the fees, refunds and per-ASIN contribution that decide whether your video spend earns money. Here is the playbook serious operators run.
May 13, 2026 · 13 min · 3,000 words
Sponsored Display video ads are now eating 18 to 35 percent of mid-market PPC budgets on Amazon, and the in-console reporting was not built to tell you whether that spend earns money. Impressions, clicks and a 14-day attributed ROAS are the headline numbers. Refund netting, fee-inclusive contribution margin and ASIN-level profitability are not. This guide walks through what Sponsored Display video reporting actually shows, what it hides, and how serious operators wire the data into a profit view they can act on weekly.
Our take
Pull 90 days of Sponsored Display video spend by ASIN, join it to your SKU-level fees and refunds, and rank every video-funded ASIN by post-fee contribution margin. The bottom quartile is almost always negative once returns processing and refund admin fees are netted, and the savings from pausing those creatives usually fund a full quarter of testing on the top quartile.
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Two years ago, Sponsored Display video was a niche format. Inventory was scarce, the creative bar was high, and most brands ran a handful of campaigns at low spend to test the waters. That picture has flipped. Amazon's own getting-started guide for display ads with video walks through the placements that are now in scope: product detail pages, customer review pages, the off-Amazon network and Fire TV interstitials, and the auction is now competitive enough that mid-market brands are spending five-figure monthly budgets on video alone.
The reporting stack did not keep up. Sponsored Display video reports the same metrics it always has: impressions, viewable impressions, clicks, click-through rate, detail page views, attributed sales over a 14-day window, attributed orders, and an attributed ROAS calculated as attributed sales divided by spend. None of those numbers include the fees Amazon will charge on the resulting orders, the refunds that will land 30 to 60 days later, the returns processing fees on apparel and high-return categories, or the COGS the seller already paid. According to eMarketer's chart on Amazon's worldwide ad revenue passing $60 billion in 2025, retail media is now a top-three share of digital ad spend globally and Amazon owns the lion's share of it. The reporting category has not caught up to the spend category.
The shift in 2025 to video-first auction inventory also broke a lot of internal benchmarks. Marketplace Pulse's reporting that Amazon now sells more retail ads than Google underscores how dominant the format has become on detail pages. If your benchmark "good ROAS" was set in 2023 against a static-heavy mix, it is almost certainly miscalibrated for 2026.
Console reporting vs P&L-attributed analytics
| Dimension | Sponsored Display console | P&L-attributed view |
|---|---|---|
| Granularity | Campaign and ad group | Per ASIN per marketplace |
| Fee inclusion | ||
| Refund netting | ||
| Returns processing fees | ||
| COGS deducted | ||
| Contribution margin | ||
| Attribution window | 14 days | 14 days, plus rolling 30/60/90 day refund tails |
| Refresh cadence | Daily, sometimes hourly | Hourly |
| Multi-marketplace consolidation | Per console | Unified across 23 marketplaces |
Each row in that table is a place where the Sponsored Display console either omits the line entirely or reports it in a way that flatters the campaign. Refund netting is the most expensive omission for high-return categories. A 4x reported ROAS on apparel can collapse to 1.6x once a 22 percent return rate and the associated returns processing fees are netted out.
Nova insight
On a sample of 38 brands running Sponsored Display video that we onboarded between Q3 2025 and Q1 2026, the median variance between console-reported ROAS and post-fee contribution-margin ROAS was 41 percent. The video-heavy brands skewed worse than the static-heavy brands, because video drives more upper-funnel discovery traffic that converts on items the buyer was less committed to and therefore returns more often.
Background reading
Amazon DSP guide: when programmatic display actually pays
If you run weekly business reviews off the Sponsored Display console alone, you are flying without five of the metrics that actually determine whether a video creative makes money. Each of these is recoverable from data Amazon already exports, but you need to join the ad data to settlement data, fee schedules and your own COGS to surface it.
Tools focused on bid management often expose the first two of those metrics in some form. Almost none expose the per-ASIN contribution margin or the cross-marketplace consolidation, because both require treating the ad spend as a P&L line item rather than a campaign output. The IAB's Anatomy of a Video Impression series documents why video measurement is more complex than search measurement, which is why the 14-day attribution window and the post-fee netting both matter more for Sponsored Display video than for Sponsored Products.
Nova insight
The honest tell for whether your current Sponsored Display reporting is keeping up: pick a video-funded ASIN that sold 40 units last week. Can you reconstruct, line by line, the referral fees, FBA fulfillment, returns and refund admin on those 40 units, and net them against the video spend that drove them? If the answer is "approximately", your contribution number is approximate too.
Connect Amazon Ads and SP-API once and Nova attributes Sponsored Display video spend to the SKU P&L across all 23 marketplaces, refreshed hourly.
Mid-market home-goods brand with $14M annual revenue. Pre-Nova stack was the Sponsored Display console for video reporting, a custom Google Sheet for COGS, and Helium 10 for keyword tracking. Sponsored Display video spend had grown from $4K per month in Q1 2025 to $14K per month by Q3, with reported ROAS hovering around 3.2x. Internal P&L showed a quarterly contribution number that no one fully trusted.
Console-reported ROAS
Post-fee contribution ROAS
Video-funded ASINs in negative CM
Portfolio contribution after pivot
How: The 47 ASINs in negative contribution were not random. 38 of them were apparel-adjacent items with returns above 19 percent, where the returns processing fee plus refund admin wiped out the gross margin. Pausing video on those 47 and reallocating spend to the top 12 ASINs (consistent above-15-percent CM, sub-8-percent returns) lifted portfolio contribution by 8.6 points within two months. The total video spend stayed flat. Nova does not manage the campaigns. The bid platform does that. Nova told the brand which ASINs deserved more spend and which deserved none.
The architecture is straightforward in principle and tricky in practice. You need three data streams joined on a consistent product key, refreshed at compatible cadences, with fee schedules and refunds netted in the right order.
The mistake most brands make is trying to do this in a spreadsheet, or worse, in three spreadsheets that are reconciled monthly. The math works, but the freshness collapses. By the time the consolidated view lands, the campaigns it was meant to inform have been running for four more weeks. Think with Google's "Breakthroughs in Measuring the Impact of Video" reinforces a point that applies just as much to Amazon as it does to YouTube: video ad effectiveness is judged on rolling windows, and the operators who win are the ones with the shortest decision-to-action loop.
See it in action
Amazon PPC analytics tool: where the video, search and display spend all roll up to one P&L
Manual spreadsheet workflow vs Nova workflow
| Step | Manual spreadsheet | Nova |
|---|---|---|
| Ads data ingest | Weekly CSV export per marketplace | Continuous via Ads API |
| Fee join | Manual lookup per fee type | Auto-applied across 40+ fee types |
| Refund netting | Reconciled monthly | Rolling 30/60/90 day windows |
| COGS application | VLOOKUP per SKU | Period-aware SKU history |
| Refresh cadence | Weekly at best | Hourly |
| Multi-marketplace consolidation | Currency-conversion errors | Native across 23 marketplaces |
| Time to first video CM read | 2 to 4 weeks | Same day |
Nova insight
Watch out for double-counting when a Sponsored Display video campaign and a Sponsored Products campaign both touch the same buyer in the 14-day window. Amazon's attribution model credits the last touch, so if you read the two console tabs separately and add them up you will overstate paid revenue. The fix is to consolidate at the order level, not the campaign level, and treat ad spend as a single line in the SKU P&L.
You do not need to rebuild the whole reporting stack to get value. The brands that get this right tend to follow a sequence that surfaces the worst leakage early and earns budget for the harder bits later.
The brands that complete that six-week cycle tend to find that the cuts in week 2 alone pay for the tooling switch in the first quarter. The compounding value is in the decisions that change after: which ASINs to scale, which categories to exit, which creative styles to standardise on. WARC's Profit Ability 2 study separates top-quartile from bottom-quartile advertisers by margins that compound over 18 to 24 months, which is why the operational discipline matters more than any single creative.
Related read
Amazon Sponsored Products guide: the bottom-funnel companion to your video plan
For brands at the higher end of the spend range, the next step is usually to extend the same model to Amazon DSP. The mechanics are identical. Pull spend per ASIN, join to settlement, net refunds, judge on contribution. Adweek's reporting on Prime Video rolling out show-level ad reporting and Practical Ecommerce's comparison of Amazon, Google and Facebook as ad channels both confirm the same operational pattern in larger ad-tech contexts.
Sponsored Display video reporting was built for the 2022 spend levels and the 2022 format mix. Neither matches what mid-market Amazon brands are spending in 2026. The fix is not a new dashboard inside Seller Central. It is a profit view that joins ad spend to the SKU P&L at the ASIN level, refreshes hourly, and consolidates across every marketplace you operate.
Get that right and the ROAS number on your weekly review starts to mean what you thought it meant.
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