
Reviews
Part of Retail media reviews: a method for keeping evidence apart
Retail media best providers: seven records, no rankings
Retail media best providers: seven unranked supplier records describe published product claims and evidence gaps; they do not rank or recommend a winner.
Searching for retail media best providers does not establish which service suits an England retailer. The records below cover seven suppliers of controlled advertising inventory. They are CitrusAd, Criteo Commerce Yield, Kevel, Microsoft Retail Media and Mirakl Ads. Moloco Commerce Media and Topsort complete the seven.
Each entry records what the supplier publishes and what it leaves unproven. No best award, ranking or score is justified here because no deployment, account or comparative product test was available.
What to take away
- No best award, ranking or score is justified because no deployment, account or comparative product test was available.
- CitrusAd, Criteo and Kevel records describe retailer-side advertising functions relevant to on-site inventory.
- Microsoft Retail Media, Mirakl Ads, Moloco Commerce Media and Topsort records describe comparable infrastructure for sponsored listings.
- The list is a bounded source list, not a market-wide census, and no paid inclusion is offered.
- These global product records do not establish an England contract, availability commitment or implementation.
- Unsupported criteria should remain unresolved rather than rewarding a more promotional description.
Published selection method
The records are based on an automated inspection of the direct first-party material cited in each entry. No product testing or named human review is claimed.
Included vs Excluded Records
Included
- Retailer-side ad function
- Required
- Advertiser-only buying tools
- Excluded
- General marketplace software
- Excluded
- Agencies
- Excluded
- Unsupported directory entries
- Excluded
- Retailer-owned networks
- Excluded
Excluded
- Retailer-side ad function
- Not required
- Advertiser-only buying tools
- Included
- General marketplace software
- Included
- Agencies
- Included
- Unsupported directory entries
- Included
- Retailer-owned networks
- Included
The reviewed universe is the CitrusAd retailer page, Criteo Commerce Yield introduction and Kevel Retail Media Guide. It also covers the Microsoft Retail Media, Mirakl Ads, Moloco Commerce Media and Topsort records described below.
Inclusion requires a publicly described retailer-side advertising function relevant to on-site inventory. Advertiser-only buying tools, general marketplace software, agencies and unsupported directory entries are excluded.
Entries follow alphabetical provider order without ranking. The geography of the buyer's task is England. These global product records do not establish an England contract, availability commitment or implementation.
Publication dates and software versions were not established, so the inspection date identifies the documentary evidence.
No paid inclusion is offered. Publisher sponsorships, affiliate interests and supplier relationships remain unverified and must be disclosed.
Retailer-owned networks are not supplier candidates here: Tesco Media and Insight Platform, Nectar360 and Boots Media Group sell placements on their own estates, not software for someone else's.
Recheck the records at publication and when an offering changes; correct affected entries with the revised source date and explanation. This is a bounded source list, not a market-wide census.
CitrusAd: retailer-side placement description
CitrusAd's Retail Media for Retailers page describes sponsored product advertising and retailer control over requests and placement. That supports including its published offering within the documentary universe.
The record does not establish the build, package or integration required by a particular retailer. Ask for those boundaries before comparing it with another product.
Statements about speed, shopper experience or revenue on a supplier page are not treated as observed results in this list.
No CitrusAd account, creative configuration or rendered placement was inspected. Its inclusion is neither a recommendation nor an assessment of reliability, privacy or accessibility.
Criteo: Commerce Yield scope
Criteo's Introduction to Commerce Yield describes on-site inventory monetisation and supply-side tools and reporting. Keep the retailer-facing subject distinct from advertiser buying products and other services in the wider company.
Request a scoped product record for the proposed retailer assignment. The introductory page does not prove which components an actual agreement includes. Its privacy and revenue language does not replace qualified assessment or independent campaign evidence.
No private-market configuration, supplier support interaction or reporting export was reviewed. Commercial terms and outcomes remain unestablished.
Kevel: configurable advertising components
Kevel's Retail Media Guide describes sponsored listings, campaign functions and ad decisioning. It explains a boundary between returned content and rendering by the implementing site or app. This supports investigating integration responsibility rather than assuming a complete hosted marketplace.
Attribution functionality should be assessed separately from ad serving and the shopper-facing placement. Its description does not demonstrate that a retailer implemented the connection accurately or that reported sales were caused by advertising.
No Kevel deployment, dataset or user feedback was obtained. Comparative ease, performance and suitability cannot be inferred from the amount of detail in the documentation.
Microsoft Retail Media: PromoteIQ for on-site sponsored products
Microsoft acquired PromoteIQ in 2019 and sells on-site sponsored product advertising to retailers under Microsoft Retail Media. Its published material describes retailer control over placements and access to Microsoft Advertising demand.
The pages do not state which modules a retailer contract includes, or which demand sources are live in England. Ask for the component list and the demand mix in writing.
No Microsoft Retail Media account, campaign or reporting export was inspected. Inclusion here is neither a recommendation nor a view on reliability, privacy or accessibility.
Mirakl Ads: sponsored placements inside a marketplace platform
Mirakl is a French marketplace software company founded in 2012. Mirakl Ads adds sponsored product placements to marketplaces that run on its platform, sold to brands and sellers.
The published pages do not state the commercial model, so ask for it alongside the auction rules. They also do not confirm which England marketplaces run Mirakl Ads.
No Mirakl Ads account, auction data or seller feedback was obtained. Inclusion here is neither a recommendation nor an assessment of performance.
Moloco Commerce Media: machine-learning ad ranking
Moloco Commerce Media applies Moloco's machine-learning ad-ranking models to sponsored listings on retail sites and apps. Moloco was founded in 2013 and is based in Redwood City, California.
The published material covers auctions for retail media networks, but not which components a given retailer contract includes. Ask for the component list and the data each model uses.
No Moloco deployment, dataset or advertiser feedback was obtained. Inclusion here is neither a recommendation nor a view on performance.
Topsort: auction-based retail media infrastructure
Topsort, founded in 2021 and based in California, publishes auction-based infrastructure and a self-serve advertiser interface for sponsored listings. Its published material describes retailers running their own auctions and keeping first-party data.
Fee models and minimum volumes are not published in comparable form, so request them for the same assignment you send to other candidates.
No Topsort auction, account or performance data was obtained. Inclusion here is neither a recommendation nor an assessment of results.
Turn the list into an evidence request
Give candidates the same defined retail-media assignment, including placement scope and reporting units. Ask for versioned records and identify the observations a qualified review would require. Keep unsupported criteria unresolved rather than rewarding a more promotional description.
Evidence Request Steps
- Give candidates the same defined assignment
- Include placement scope and reporting units
- Ask for versioned records
- Identify observations for qualified review
- Keep unsupported criteria unresolved
The bounded finding is that these records warrant examination against a real brief. Independent deployment evidence is missing, and no winner is selected.
Before you act
- Recheck the records at publication and when an offering changes.
- Ask for versioned records and defined retail-media assignment scope.
- Request a scoped product record for the proposed retailer assignment.
- Assess attribution separately from ad serving and shopper-facing placement.
- Keep unsupported criteria unresolved rather than rewarding promotional description.
- Confirm named authorship and conflicts before publication.
Common questions
Why is no best award, ranking or score given in this article?
No deployment, account or comparative product test was available. The article states that no best award, ranking or score is justified here. It is a bounded source list, not a market-wide census, and no paid inclusion is offered.
What do the seven supplier records establish for an England retailer?
They describe retailer-side advertising functions relevant to controlled inventory. None establishes an England contract, availability commitment or implementation for a specific retailer. No deployment, account or comparative product test was available. The geography of the buyer's task is England.
What should a reader do before comparing these retail media providers?
Ask for versioned records and identify the observations a qualified review would require. Give candidates the same defined retail-media assignment, including placement scope and reporting units. Keep unsupported criteria unresolved rather than rewarding a more promotional description. Recheck the records at publication and when an offering changes.



