BeforeA single asset group covering all products with a single ROAS target tells Google's algorithm to optimise across your entire catalogue for one efficiency metric. The algorithm does this by concentrating spend on the path of least resistance: returning customers, low-priced products with high historical conversion rates, and branded queries. New customer acquisition — which requires higher bids and more impressions against cold audiences — is systematically underserved. The campaign reports a ROAS that reflects the easy conversions, not the incremental growth the brand needs.
AfterProduct segmentation and per-asset-group ROAS targets mean budget flows to high-margin products and new customer acquisition, not to the easiest conversions. The campaign structure reflects what you are trying to achieve commercially, not what the algorithm finds convenient.
BeforeShopify's default product feed exports titles as they appear in your product catalogue: "Blue Hoodie - M," "Ceramic Mug Set - 4 Pack," "Running Shoe - Black - Size 10." These titles do not match the search queries US buyers use. Buyers search "men's blue pullover hoodie medium," "ceramic coffee mug gift set," "black road running shoes." The gap between your feed titles and actual search queries limits Shopping impressions to exact-match catalogue searches, missing the broader category demand that drives new customer acquisition.
AfterSupplemental feed titles are built around actual US search volume data. Shopping impressions expand beyond branded and exact-match catalogue searches to include the category-level demand where new customer acquisition happens.
BeforeTo improve a feed title, someone has to edit the product in Shopify. In a catalogue of hundreds or thousands of SKUs, that means either a manual editing project across the product catalogue or a conflict between the marketing team's SEO-optimised product titles and the Shopping team's query-optimised feed titles. A supplemental feed solves this by allowing feed field overrides — including titles, descriptions, and custom labels — without changing the source Shopify product data. Without one, feed optimisation is constrained by whoever controls the Shopify product catalogue.
AfterThe Standard Shopping campaign surfaces actual queries triggering your Shopping ads. Negative keywords are added based on real data. Title rewrites are validated against what is driving clicks. The optimisation loop runs on evidence, not estimates.
BeforePerformance Max does not surface the actual search queries triggering your Shopping ads. Google Ads shows "search categories" in PMax reporting, not individual search terms. Without a parallel Standard Shopping campaign running at a lower budget, there is no mechanism to see what queries are driving Shopping clicks. This means negative keyword strategy is built on guesswork, title optimisation has no search term feedback loop, and the account cannot identify irrelevant or low-intent queries consuming budget. Brands spending significant sums on PMax without a search term visibility strategy are optimising without data.
AfterThe supplemental feed means title and attribute changes do not require Shopify product edits. New products are added to the correct segmentation tier by adding a custom label. The structure accommodates a growing catalogue without requiring a rebuild every time product volume increases significantly.