technology, smartphone, telephone, touchscreen, screen, display, computer, social media, mobile, digital, network, blue computer, blue technology, blue laptop, blue phone, blue mobile, blue facebook, blue network, blue digital, blue social, blue smartphone, blue media, blue telephone, social media, social media, social media, social media, social media
Photo by Erik_Lucatero on Pixabay

Strategy

Part of Retail media vs search ads: which drives better UK ecommerce sales?

Retail media vs search ads: which drives better UK ecommerce sales?

A head-to-head look at retail media and search ads for UK ecommerce: CPC patterns, attribution limits, and where each channel earns its budget.

What to take away

  • Retail media versus search ads comes down to one testincremental sales per pound, measured with a holdout rather than a platform dashboard.
  • Paid search (Google Ads, Microsoft Advertising) captures demand that already exists. Retail media (Amazon Ads, Tesco Media and Insight Platform, Nectar360, Boots Media Group, Ocado Ads) buys placement where the purchase decision is close to completing.
  • Search ads usually deliver the cheaper incremental sale for demand you already own. Retail media wins on products with little search volume.
  • Cost per click is not comparable across the two until billing events, placements and viewability rules are matched.
  • Retail media platforms usually report attributed sales, which is an allocation of credit rather than proof of incremental sales.
  • Run a holdout before moving budget, and keep the conversion definition identical on both sides.

What each channel is actually selling

Search advertising sells access to a query. You bid against other advertisers for a slot on a results page, and the auction sets the price of the click.

Google Ads and Microsoft Advertising both work this way, with a product feed supplying the creative. Google Shopping needs a Merchant Center feed, and Microsoft Advertising runs the same auction on Bing and partner sites.

Retail media sells access to a shopper inside a retailer's own property. The retail media category covers sponsored products on a retailer's search page, off-site display bought with the retailer's shopper data, and screens in a physical store.

Amazon Ads runs sponsored products on amazon.co.uk, open to sellers with a Seller Central or Vendor Central account. Tesco Media and Insight Platform sells on-site placements built on Clubcard data, reported at around 20 million UK households. Sainsbury's Nectar360 covers Sainsbury's and Argos, with Nectar reported at roughly 18 million accounts.

Boots Media Group sells sponsored products on boots.com against an Advantage Card base reported at about 17 million members. Ocado Ads sells self-serve sponsored placements to suppliers on ocado.com. eBay Ads runs promoted listings on a cost per click auction for sellers of any size.

The bigger difference is who holds the record. In search, you keep query-level reporting and your own conversion tag. In retail media, the retailer holds the shopper record and you see the summary it chooses to publish.

Both channels can sell the same shopper twice in one purchase journey. A single reported return figure will not settle the comparison, so the verdict rests on incremental sales per pound.

Which channel drives better UK sales

Judge both channels on incremental sales per pound, measured with a holdout and one conversion definition. Reported return on ad spend cannot do that job, because each platform counts a different event.

Paid search wins on demand you already own. Brand clicks on Google Ads are typically the cheapest in the account, and they reach shoppers who typed your name or product.

Retail media wins on discovery. Amazon Ads and Tesco Media placements reach shoppers browsing a category, which suits new flavours, impulse lines and products nobody searches for by name.

Where both chase the same query, Google Shopping and Amazon sponsored products are substitutes. Fund whichever shows the lower cost per incremental sale on a like-for-like test.

How the cost per click compares

A single cost per click figure hides the differences that matter. The table puts the same questions to both channels, with typical UK ranges where a public rate exists.

Paid search vs retail media

Paid search

What you buy
Click on results page
Who sets price
Platform auction
Signals used
Query, device, location
Reported outcome
Your tag's conversions
Main blind spot
Sales without the click

Retail media on-site

What you buy
Sponsored placement
Who sets price
Retailer rate card
Signals used
Shopper data, basket
Reported outcome
Retailer's attributed sales
Main blind spot
Sales without the placement

Paid search

What you buy
A click from a search results page
Who sets the price
An auction between advertisers, run by the platform
Signals used
Query, device, location, your own audiences
Reported outcome
Clicks and conversions recorded by your tag
Main blind spot
Sales that would have happened without the click
Named UK platforms
Google Ads, Microsoft Advertising, Google Shopping
Typical UK price, as of 2026
Non-brand retail clicks typically £0.30 to £1.50; brand terms often under £0.30

Retail media on-site

What you buy
A sponsored placement in a retailer's search or category page
Who sets the price
A rate card or closed auction run by the retailer
Signals used
The retailer's shopper data and basket context
Reported outcome
Attributed sales, using the retailer's window
Main blind spot
Sales that would have happened without the placement
Named UK platforms
Amazon Ads, Tesco Media, Nectar360, Boots Media Group, Ocado Ads
Typical UK price, as of 2026
On-site display typically £5 to £30 per thousand impressions; sponsored product clicks typically £0.40 to £2.00

Google Ads sets the reference point: UK non-brand retail clicks typically cost £0.30 to £1.50, and brand terms often clear under £0.30 because few advertisers compete. Microsoft Advertising usually sells the same term for less, on a smaller audience.

Amazon Ads sponsored product clicks in the UK typically fall between £0.30 and £1.20, set by category and by the number of sellers bidding on the same ASIN.

Retailer networks sell on a mixed model. Tesco Media, Nectar360 and Boots Media Group usually quote on-site display per thousand impressions, typically £5 to £30 by placement and season. Sponsored product clicks on retailer search pages commonly run from £0.40 to £2.00.

Two cost figures are not comparable if one bills on a click and the other on a thousand impressions. Ask for the billing unit in writing before you build a model.

Attribution: why the two numbers do not line up

Paid search reports a click you paid for, then conversions your own tag recorded. Retail media reports sales the retailer matched to the placement. These are two different measurements, and neither includes a control group.

A retail media sale is an allocation of credit. A shopper who saw a sponsored product and then bought in store may be counted to that placement, while the same sale also appears in your search report.

Amazon Ads publishes attributed sales over a window it sets, commonly seven or 14 days for sponsored products. Tesco Media and Nectar360 can match a sale to a Clubcard or Nectar transaction, including in-store purchases.

Before treating a retail media return as proof, read the definitions behind it. Our guide to retail media return on investment explains how to label attribution as allocation and keep the arithmetic traceable.

A four-step test before you shift budget

Keep the first test small and reversible. Set the budget cap before you start, and write down the result that would make you stop.

Four-step budget shift test

  1. Write one conversion definition for both channels
  2. Pull four weeks of baseline at same aggregation
  3. Match brand with brand, category with category
  4. Run holdout, judge incremental sales per pound

Holdout design decides whether any of this means anything. Our walkthrough on running a retail media incrementality test sets out the split, the duration and the limits of what a single result can support.

Where the official retail data helps

ONS retail industry data gives you sales volumes and values by sector, not your campaign's effect. Use it to set a seasonal baseline and to record the release date you relied on.

The ONS publishes its retail sales estimate every month, usually a few weeks after the period ends, and revises it later.

If total retail sales are flat while your retail media spend doubles, the extra reported sales are more likely to be a shift between channels than new demand.

Common questions

Which is better for ecommerce, retail media or paid search?

Search ads usually win on incremental sales per pound for demand you already own, such as brand and category terms on Google Ads. Retail media wins for products with little search volume, where Amazon Ads or Tesco Media placements reach the shopper at the point of choice. Both numbers stay on different scales until the conversion definitions match.

Is retail media cheaper than Google Ads?

Not reliably. Retailer on-site display is usually sold per thousand impressions, typically £5 to £30, and sponsored product clicks commonly run from £0.40 to £2.00. Google Ads non-brand retail clicks typically cost £0.30 to £1.50. Compare cost per incremental sale instead.

Can I compare retail media return on ad spend with Google Ads return on ad spend?

Only if the attribution windows, conversion definitions and return handling match. Even then, the retail media figure includes sales that may have happened anyway.

Where does Google Shopping fit?

Google Shopping is paid search with a product feed attached. It competes for the same commercial queries as Amazon sponsored products and retailer placements, so treat the two as substitutes when splitting budget.

More in Strategy