Growth figures can hide weak economics, while falling sales can expose a regional problem rather than a broken brand. The latest ecommerce news makes one point clear: Shopify teams need to look past headline revenue and fix the mechanics underneath, from product data to customer acquisition and logistics.
Demand is splitting by market and customer
Axel Arigato’s 2025 annual report showed sales in Sweden falling by more than 35 percent, with weakness elsewhere in Europe. Markets outside Europe grew. That split matters because a company-wide average can blur two very different stories.
Shopify brands should review conversion rate, repeat purchase rate and contribution margin by country. A poor result in one region may come from local pricing, delivery promises or an assortment that no longer fits demand. Applying the same promotion everywhere can waste margin in healthy markets without fixing the weak ones.
Age groups also deserve separate treatment. A July 2026 survey of more than 1,000 shoppers found that Gen Z and Millennials are driving holiday spending growth. Price sensitivity remains a factor, though, and shoppers are starting to use AI tools as part of product discovery and purchase research.
For holiday planning, segment forecasts by age and acquisition channel. Test gift guides and bundles with younger shoppers before peak season, then check whether the extra sales still produce a worthwhile margin after discounts and paid media costs.
AI search depends on clean product data
Native AI search can interpret conversational queries better than a basic keyword box, but the software can only work with the catalog information it receives. Thin titles and inconsistent attributes leave it guessing.
A shopper might ask for a “waterproof black jacket for cycling under £150.” The search system needs reliable values for colour, use case, weather protection and price. If “waterproof” appears only inside an image or a supplier PDF, the right product may never appear.
Audit the fields that affect buying decisions in your category. Standardise units and colour names. Separate factual attributes from marketing copy. Add structured information for materials, fit and compatibility where relevant. Product data work isn’t glamorous, but it improves on-site search, filters, feeds and AI-assisted discovery at the same time.
Acquisition must produce value quickly
A 2026 Shopify Community discussion asked app developers what brings in paid merchants. Contributors repeatedly pointed to high-intent SEO and a short time-to-value.
The same principle applies to stores. Traffic from a broad article can look impressive while producing few orders. A focused page for a specific use case may attract fewer visits but bring shoppers much closer to a decision.
Match each landing page to a clear query, then remove the delay between arrival and proof. Show relevant products early. Explain shipping and returns before the shopper has to hunt for them. If setup or selection takes work, offer a quiz or sensible default rather than a blank screen.
Marketplace growth has more than one engine
eBay reported 14 percent growth in both revenue and gross merchandise volume for Q2 2026. Its advertising business and focus categories contributed, while its $1.4 billion acquisition of Depop added a major fashion resale platform to the company.
There’s a useful distinction here. Merchandise growth and advertising growth aren’t interchangeable. For Shopify merchants that sell through marketplaces, a channel can increase sales while becoming more expensive as paid placement gains influence. Track marketplace fees, ad spend, returns and fulfilment costs together. GMV alone won’t tell you whether the channel is earning its keep.
Expansion can make losses worse
Second-hand platform Sellpy reached 2 billion SEK in revenue, but operating losses grew as the company expanded and invested in logistics. H&M has supported the business with financing.
Resale is attractive because consumer interest is real, yet handling individual used items is operationally difficult. Every product may need inspection, photography, grading, storage and fulfilment. More volume can add cost instead of spreading it efficiently.
Shopify brands testing resale, trade-in or recommerce should start with a narrow category and define acceptance rules. Measure handling cost per item, sell-through time and recovery value. A popular programme can still be a bad business if slow stock piles up in the warehouse.
What to do this quarter
- Split performance by market: Find the countries where demand, margin or retention has changed.
- Clean your highest-value product records: Fix missing attributes before buying another search tool.
- Review channel profit: Include advertising, fees, returns and fulfilment.
- Test operations at small scale: Prove the unit economics of resale or expansion before chasing volume.
Takeaways
- Regional averages can conceal serious differences in demand.
- AI discovery improves when product data is specific and consistent.
- Revenue growth means little without channel and fulfilment costs.
- Focused acquisition and quick customer value beat empty traffic.
Sources
- Axel Arigato Sales Drop Over 35 Percent in Sweden
- Ecommerce Trends for the 2026 Holiday Season
- Product Data Gives Native AI Search Its Competitive Edge
- What Drives Paid Merchant Growth for Shopify Apps in 2026?
- eBay Reports 14% Revenue and GMV Growth in Q2 2026
- Sellpy Hits 2 Billion SEK Revenue as Losses Widen
Frequently asked questions
How should Shopify stores prepare for holiday shopping in 2026?
Segment forecasts by age, market and channel, then test offers before peak season. Track contribution margin after discounts, advertising, shipping and returns rather than judging campaigns only by revenue.
Why does product data matter for AI search?
AI search needs structured facts to match conversational queries with suitable products. Consistent attributes for colour, material, fit, use case and compatibility improve search results, filters and shopping feeds.
Which metrics reveal whether a marketplace channel is profitable?
Review contribution margin after marketplace fees, advertising, returns, discounts and fulfilment. GMV and revenue can grow even when the channel produces less profit.
How can a Shopify brand test a resale programme?
Begin with one product category and strict acceptance criteria. Measure inspection and handling cost, time to sell, recovery value and the amount of inventory that remains unsold.
