Research briefs · Topic hub

Commerce & Consumer

Research on retail, apparel, advertising, digital commerce, grocery, and cross-border customer markets.

Market reports

DTC Apparel: Digital Sales Meet Wholesale Reality — Why apparel brands increasingly treat direct digital sales and wholesale distribution as complementary channels.

Editorial briefs

The E-commerce Share Needs a Denominator — How to read the Census Bureau’s quarterly online-sales series without mistaking a channel share for the whole consumer economy.
Retail Sales Are a First Draft — Why the advance monthly release is timely but not final, and how editorial analysis should handle revisions.
The Average Apparel Shopper Does Not Exist — Consumer Expenditure Survey tables show why household composition matters when sizing clothing demand.
Apparel Inflation Is Not Headline Inflation — A category-specific price index is the cleaner lens for interpreting clothing revenue and household affordability.
Online Ad Disclosures Must Travel With the Claim — A disclosure buried behind layout, device, or checkout friction may not cure a misleading digital promotion.
Influence Is a Disclosure Problem — Material relationships in social commerce need conspicuous, understandable disclosure in the endorsement itself.
Subscription Growth Starts With Consent — Recurring-revenue design is more durable when material terms, authorization, and cancellation are treated as core checkout functions.
Accessibility Is Commerce Infrastructure — Accessible product discovery and checkout reduce exclusion while giving teams a testable design standard.
Personalization Begins With a Data Inventory — Retail personalization is easier to govern when teams can identify the data, purpose, actors, and risks behind each use case.
Fraud Losses Are Not a Retail Demand Metric — Consumer fraud reports can reveal changing tactics, but they do not estimate total market incidence or legitimate online sales.
A Shipping Promise Is an Operational Claim — Delivery dates should reflect a reasonable basis, while delay workflows must preserve the customer’s choice.
Textile Labels Should Be Structured Product Data — Fiber, origin, and business identity requirements are easier to manage when labels and product pages share governed source data.
“Sustainable” Is Too Broad Without Proof — Apparel environmental marketing becomes more defensible when claims identify the attribute, boundary, and evidence.
Apparel Traceability Must Reach Past Tier One — Import compliance depends on evidence about inputs and production, not merely a finished-goods vendor declaration.
De Minimis Is a Customs Process, Not a Moat — Low-value direct shipments still require accurate admissibility, classification, value, and data practices.
Online SNAP Changes Access, Not Eligibility — Digital grocery participation can reduce channel friction, but program rules and payment boundaries still shape the basket.
A Broadband Map Is Not a Shopper Map — Service availability is foundational for digital commerce, but it does not establish adoption, affordability, skills, or purchase intent.