Pacvue, CommerceIQ, and Skai are the three platforms most enterprise brands shortlist for retail media management, but they are not interchangeable. Pacvue is built as a commerce operating system spanning 100+ retailers, commerce operations, and measurement. CommerceIQ leans hardest into AI agents that act across sales, digital shelf, content, and media rather than just report on them. Skai unifies retail media with paid search, paid social, and app marketing under one roof, built for teams that do not want retail media siloed away from the rest of performance marketing. Perpetua and Teikametrics (Flywheel 2.0) sit a tier below, built mainly for Amazon and Walmart sellers rather than enterprise omnichannel programs. None of these platforms runs itself: each one assumes a specific person, at a specific level, is driving it daily, and matching the hire to the platform is where most brands actually leave money on the table.
A retail media management platform is a five- or six-figure annual line item, and most brands evaluate it the way they would evaluate any software purchase: a demo, a features checklist, a reference call. What rarely makes the evaluation is the question that determines whether the platform earns back its cost: who, specifically, is going to log in every day and run it.
That question matters more than usual right now. Retail media spend keeps climbing (we covered Meta's move into SKU-level retail media tools and the broader 18% growth trend earlier this year), and the platforms built to manage that spend have gotten more capable, not simpler. Reviewers evaluating Skai for RFP.wiki put it plainly: taxonomy, naming conventions, and automated-action design require dedicated platform ops, and thin staffing leaves paid features idle. That is not a knock on Skai specifically. It is true of every platform on this list. Buying the tool is the easy part.
The Platforms Brands Actually Compare
"Retail media management platform" and "commerce operating system" get used almost interchangeably in vendor marketing, but the five names that come up in nearly every RFP we see are Pacvue, CommerceIQ, Skai, Perpetua, and Teikametrics (marketed as Flywheel 2.0). They are not aimed at the same buyer.
| Platform | Core Bet | Strongest For |
|---|---|---|
| Pacvue | A commerce operating system spanning retail media, commerce operations, and measurement across 100+ retailers | Enterprise brands running Amazon, Walmart, Target, and Instacart media at real scale |
| CommerceIQ | AI agents (AllyAI) that act across sales, digital shelf, content, and media, not just report on them | Brands with large, complex catalogs who want automated profit recovery alongside media management |
| Skai | Retail media as one channel inside a broader paid search, paid social, and app marketing stack | Brands and agencies who want one owner and one platform across walled gardens |
| Perpetua | Goal-based automation for Amazon, Walmart, and Instacart advertising | Mid-market sellers who want a simpler interface and less manual bid management |
| Teikametrics (Flywheel 2.0) | Profitability-driven bidding tied to total account performance, with an optional managed-service layer | Marketplace sellers who want granular control or human specialists layered on the AI |
What Each Platform Is Actually Betting On
Pacvue: The Commerce Operating System
Enterprise, multi-retailerPacvue positions itself as an AI-powered commerce media operating system that connects retail media, commerce operations, and measurement across more than 100 retailers and marketplaces. It recently launched Pacvue Agent, moving from generating recommendations toward governed, automated execution. Pacvue has said it now touches roughly a tenth of global retail media ad spend, which says less about any single feature and more about how entrenched it already is inside large advertiser teams. This is the platform brands reach for when Amazon alone is no longer the whole job.
CommerceIQ: Agents Over Dashboards
Enterprise, large catalogsCommerceIQ unifies sales, retail media, and digital shelf data across more than 1,450 retailers through a set of purpose-built AI agents it brands AllyAI: separate agents for sales, shelf, content, and media, each tied to a specific KPI rather than a general chat assistant. Its Media Agent claims to optimize using more than 50 retail signals at a scale well beyond manual or rules-based bidding. CommerceIQ is also known for automated profit recovery: catching and disputing retailer chargebacks and shortage claims without a human combing through spreadsheets, which matters for brands whose margin quietly leaks through unreconciled deductions.
Skai: Retail Media as One Channel, Not the Whole Stack
Omnichannel performance marketingSkai (formerly Kenshoo) built its identity managing paid search and paid social years before retail media existed as its own category, so its pitch is unifying retail media with search, social, and app marketing under one roof rather than treating it as a separate silo. That is a real advantage for agencies and brands who do not want a fourth login just to run Amazon and Walmart. The tradeoff, echoed across buyer reviews, is that retail-media-specific coverage can feel thinner than a retail-native platform, and getting real value out of it takes dedicated platform ops, not a spare afternoon between other tasks.
Below the Enterprise Tier: Perpetua and Teikametrics
Marketplace-only, mid-marketPerpetua and Teikametrics (Flywheel 2.0) are lighter platforms built mainly for Amazon and Walmart sellers rather than full omnichannel enterprise stacks. Perpetua leans on simplicity and goal-based automation with a cleaner interface, which makes it a common first platform for a growing brand. Teikametrics leans on profitability-driven bidding tied to total account performance and offers a managed-service tier of human PPC specialists layered on top of the AI, a useful option for sellers who want more control, or who want to outsource the day-to-day rather than hire for it. When a brand outgrows either one, the upgrade path usually leads to Pacvue or CommerceIQ.
Who Is Actually Going to Run This?
Purchase decisions get made by a Director or VP sitting through a demo. Daily operation gets handed to whoever is already stretched thin, often a Marketing Manager or a generalist eCommerce Coordinator picking it up on top of an existing job. That gap is exactly why platform features go unused: dedicated platform ops is what turns automation into results, and thin staffing is what leaves it idle.
Matching the Platform to the Hire
| Platform Tier | Who Should Own It | Why |
|---|---|---|
| Pacvue / CommerceIQ | A Director of Retail Media or Retail Media Manager reporting to a VP of eCommerce, with a Retail Media Analyst added once spend clears roughly $2 to 3 million annually | These platforms touch supply chain, content, and finance as much as advertising, so the owner needs cross-functional standing, not just a media-buying background |
| Skai | A Senior Paid Media Manager or Retail Media Manager who already owns search and social | Skai's entire design bet is one owner across channels; splitting it between a retail media hire and a separate search hire defeats the reason a brand bought it |
| Perpetua / Teikametrics | An eCommerce Manager or dedicated Marketplace Manager, sometimes paired with the platform's own managed-service tier instead of a second hire | At this spend level a brand rarely needs a full Director yet, and a managed-service option can substitute for headcount while the team is still small |
For a fuller breakdown of the role itself, including experience benchmarks and platform-specific screening, see our guide to hiring a Retail Media Manager and our roadmap for filling Amazon Ads, Walmart Connect, and retail media roles. Our eCommerce org charts show where the role typically sits as a team scales.
Interview Questions That Actually Reveal Platform Fluency
A resume that lists Pacvue or CommerceIQ tells you a candidate has logged in. It does not tell you they can run one well. These five questions tend to separate the two:
- Walk me through how you would set up automated rules in [Platform] for a new product launch. Tests hands-on depth rather than resume claims.
- Tell me about a time a platform's automation did the wrong thing. How did you catch it? Tests whether they audit the AI rather than trust it blindly.
- How do you decide when to override the platform's recommended bid? Tests judgment against automation, not just comfort using the tool.
- What is one metric this platform reports that you do not fully trust, and why? Anyone who has genuinely used one of these tools has a real answer. "None" usually means they have not dug in.
- How have you handled a retailer chargeback or shortage claim outside the platform? Especially relevant for Pacvue and CommerceIQ, since both extend well past media into commerce operations.
The platform is the easy purchase. The hire who can actually run it is the harder one, and the one that determines whether the spend behind it works.
Frequently Asked Questions
What is the difference between Pacvue, CommerceIQ, and Skai?
Pacvue is built as a commerce operating system spanning retail media, commerce operations, and measurement across 100+ retailers. CommerceIQ leans hardest into AI agents (branded AllyAI) that act across sales, digital shelf, content, and media rather than just report on them, and is known for automated profit recovery on retailer chargebacks. Skai unifies retail media with paid search, paid social, and app marketing under one platform, making it the strongest fit for teams that do not want retail media siloed away from the rest of performance marketing. All three sit above lighter, marketplace-only tools like Perpetua and Teikametrics.
Do we need a dedicated hire to run a retail media platform?
Any platform in this tier assumes daily attention, and without an assigned owner most brands use only a fraction of what they are paying for. Below roughly $1 to 2 million in annual retail media spend, a strong eCommerce or Marketplace Manager can often run the platform alongside other duties, sometimes paired with the vendor's own managed-service tier. Past that threshold, a dedicated Retail Media Manager or Director typically earns back their salary through better platform utilization alone.
What title should own a retail media management platform?
It depends on the platform's scope. Enterprise, multi-agent platforms like Pacvue and CommerceIQ need a Retail Media Manager or Director of Retail Media with cross-functional reach into supply chain and finance, since features like chargeback recovery touch more than advertising. Skai, built around one owner across channels, fits a Senior Paid Media Manager who already handles search and social. Marketplace-only tools like Perpetua and Teikametrics fit a generalist eCommerce or Amazon Manager, often paired with the platform's managed-service option instead of a second hire.
Can one person run Pacvue or CommerceIQ across every retailer?
Not at true enterprise scale. Most large programs pair one strategic owner, typically a Director of Retail Media, with one or more Retail Media Analysts handling day-to-day bid management, reporting, and retailer-specific execution once the program spans several retailers and categories.
Should the platform we choose change who we hire?
Yes. A platform is a bet on a way of working, and the hire should match it. Buying an omnichannel platform like Skai and then hiring a retail-media-only specialist wastes the reason you bought it. Buying an enterprise commerce operating system like Pacvue or CommerceIQ and assigning it to a generalist without cross-functional standing means most of what you paid for goes unused.