The feed decides what can be shown at all
A product missing a GTIN, carrying a disapproval or sitting in the wrong Google category cannot be matched to a query, however good the campaign or the creative is.
eCommerce & retail marketing
Margin-first eCommerce growth.
Blended ROAS hides the products losing you money. Oneskai rebuilds product feeds, category architecture and measurement so growth decisions are made on contribution margin instead.
Usually the first findingThe product feed
ShopifyShopify PlusHeadless
Why retail marketing works differently
The constraint is rarely the advertising.
eCommerce performance is limited less by ad creative than by data quality and margin visibility. Feed accuracy decides what can be shown, category architecture decides what is discovered, and margin reporting decides whether scaling builds profit.
Non-branded demand lands on category pages
Descriptive searches resolve to collection pages, not product pages. Where those are thin templates over a product grid, the demand goes to someone else.
Revenue can grow while profit does not
Blended ROAS averages a 70% margin hero product with a 25% margin filler. Scaling on that average buys revenue at a loss and reports it as success.
Where growth gets stuck
Three gaps hold most retail marketing back.
The catalogue cannot compete
A meaningful share of the catalogue is disapproved, missing identifiers, or described with manufacturer boilerplate — so it never reaches the auction.
Common signalsDisapproved SKUs · Missing GTINs · Wrong product category · Feed owned by nobody
Non-branded demand never arrives
Category and collection pages are thin, while faceted navigation generates near-duplicate URLs that spend crawl budget on pages with no commercial job.
Common signalsFlat non-branded organic · Thin collection pages · Faceted URL bloat · Affiliates outranking you
Growth is bought, not earned
One ROAS target across every margin tier, branded revenue counted as acquisition, and discount depth treated as growth rather than margin transfer.
Common signalsBlended ROAS reporting · Branded traffic inflating CAC · Returns excluded from channel cost
How retail customers decide
A retail purchase is fast, comparative and easily lost.
Consideration is compressed into hours or days, and price comparison happens in another tab while your page is still open.
- 01
Need or prompt
Triggered by a replacement need, a seasonal moment or an ad. The query is descriptive rather than branded, which is why category page quality decides whether you enter consideration.
- 02
Scan and filter
Buyers compare on price, delivery speed, returns policy and review volume at once. Missing delivery information removes you from the set more often than price does.
- 03
Validate
Reviews, sizing, materials and returns terms. Thin product content sends the buyer to a marketplace to validate, where a competitor often captures the sale.
- 04
Friction test
Unexpected shipping cost, forced account creation and limited payment options dominate abandonment — all fixable, and none of them advertising problems.
- 05
Repeat or churn
Retail economics depend on the second order. Lifecycle flows, replenishment timing and post-purchase content decide whether acquisition cost is recovered once or many times.
What we can help you build
The right capabilities, connected around contribution margin.
Feed, search and paid media matter most when they work as one system — and when the reporting underneath them tells you which products are actually worth scaling.
Product feed management
Make the catalogue eligible, correctly categorised and richly enough described to be matched to a query.
Feed audits · GTIN remediation · Category mapping · Title structure · Disapproval alertingCategory and organic discovery
Build collection pages as ranking assets and control indexation so crawl budget reaches commercially useful pages.
Category SEO · Faceted indexation · Product schema · AEO · GEOPaid acquisition
Scale demand across Google and social surfaces against margin-banded targets rather than one blended number.
Performance Max · Shopping · Paid social · Remarketing · Performance creativeStore and conversion
Remove the validation and checkout friction that costs more sales than price does.
Shopify & Shopify Plus · Headless builds · UI/UX · Checkout CRO · ExperimentationLifecycle and retention
Recover acquisition cost on the second and third order instead of buying every customer once.
Email · SMS · Replenishment flows · Post-purchase journeys · Win-backMargin analytics
Report on contribution margin after ad cost, with returns and fulfilment attributed to the channel that caused them.
GA4 · Contribution-margin reporting · Returns by channel · New-customer CAC · LTVStrategy before channels
Start with the constraint that matters most.
We do not begin with a fixed channel package. We assess the catalogue, the customer journey, current performance and the margin data available before deciding where to focus.
If the feed is unreliable
Catalogue diagnostics, identifier and attribute remediation, category mapping and continuous disapproval monitoring.
If discovery is weak
Category architecture, faceted indexation control, product schema and internal linking.
If acquisition is unprofitable
Margin-banded targets, branded and non-branded separation, media mix and product segmentation.
If conversion is weak
Delivery and returns clarity, product content depth, checkout friction and payment options.
If repeat purchase is weak
Post-purchase flows, replenishment timing, customer education and win-back campaigns.
Scope
Where we fit, stated plainly.
Our retail experience concentrates on mid-market direct-to-consumer and multi-brand retailers on Shopify and headless stacks. We are not the right partner for enterprise marketplace sellers operating primarily on Amazon, and we will say so early rather than take the engagement.
If your growth constraint is Amazon buy-box strategy rather than owned-store performance, a specialist marketplace agency will serve you better than we will.Oneskai retail scope statement
What we can show you
Anonymised feed diagnostics and margin-reporting structures from live accounts can be walked through on a call.
Ask to see oneHow we work
Sequenced so the data is fixed first.
- 1
Audit the data
Full catalogue diagnostic — disapprovals, missing GTINs, category mapping, attribute coverage and title structure — with margin data joined to product records.
- 2
Rebuild measurement
Branded and non-branded separated, contribution margin wired into reporting, returns and fulfilment cost attributed by channel.
- 3
Restructure and build
Margin-banded campaign targets and product segmentation, then collection pages rebuilt as ranking assets with indexation under control.
- 4
Defend the margin
Post-purchase flows to recover acquisition cost, continuous feed monitoring, and quarterly discount-depth review.
Questions
What retail teams ask before we start.
Clear answers to the commercial and delivery questions that shape a useful engagement.
Why does the product feed matter more than ad creative?
Because the feed decides eligibility. A product with a missing GTIN, a disapproval or the wrong Google category cannot be matched to a query no matter how good the creative is. In most catalogues we audit, a meaningful share of SKUs are ineligible or under-described, so feed remediation returns faster than any campaign change.
Is Performance Max worth running?
It is worth running on a clean feed with reliable margin signals, and actively harmful on a broken one. PMax optimises toward the conversion data it receives, so if branded traffic is counted as acquisition and low-margin products are treated as equal to high-margin ones, it will scale exactly the wrong thing very efficiently.
Should we discount to hit growth targets?
Discounting reliably moves revenue and frequently destroys margin, because a large share of redemptions come from customers who would have bought anyway. We model discount cost as an acquisition expense and report discount depth as a percentage of revenue so the trade-off is visible rather than assumed.
What size catalogue does this approach suit?
Feed and measurement work pays back at almost any size. Category and faceted SEO becomes materially valuable above roughly a few hundred SKUs, because below that the number of viable category queries is small enough that a handful of well-built pages covers the opportunity.
Do you work with Shopify, or custom platforms too?
Both. Most of our retail work runs on Shopify and Shopify Plus, with a smaller share on headless builds using commerce APIs. Platform matters less than data access — what we need is reliable margin data at SKU level and the ability to control indexation and templates.
How quickly do feed fixes show results?
Faster than most retail work. Disapproval and eligibility fixes can affect impression volume within days of the next feed fetch. Title and attribute improvements typically show within two to four weeks. Category page SEO is the slower half, generally three to six months to meaningful non-branded revenue.
Feed & margin audit
Find out what your catalogue is hiding.
A feed and margin audit covering catalogue eligibility, category mapping, attribute coverage and contribution margin by product tier — with the disapprovals and under-served SKUs listed individually.