Pepperfry operates a hybrid business model that combines a marketplace platform earning commission revenue from third-party merchant sales with a private label manufacturing and distribution business, unified through an omnichannel delivery model built around Studio Pepperfry experience centres and a dedicated furniture logistics network. The marketplace layer connects approximately 10,000-plus merchants—furniture manufacturers, artisans, and home decor brands—with Pepperfry's customer base, earning commissions typically in the 15–25% range depending on product category, merchant tier, and whether products are fulfilled through Pepperfry's logistics network or merchant-owned delivery. Merchants on the platform benefit from access to Pepperfry's national customer base, marketing amplification through platform placements and promotional campaigns, and logistics services that handle the complexity of large item delivery that individual merchants cannot manage cost-effectively at small volumes. The private label segment operates differently: Pepperfry designs products under its own brand names, commissions manufacturing from its supply chain partner network concentrated in furniture manufacturing clusters across India, and sells these products at full retail margins rather than the net commission earned on third-party merchant sales. Private label gross margins run significantly higher than marketplace commission economics—typically 40–50% versus 15–25%—making the private label mix one of the primary levers for improving Pepperfry's consolidated contribution margins as the business scales. The challenge is that private label requires working capital investment in inventory and carries unsold stock risk that the marketplace model does not, creating a trade-off between margin quality and balance sheet efficiency. Studio Pepperfry operates on a franchise model that is asset-light at the corporate level. Franchise partners invest in studio setup costs—typically 25–50 lakh rupees for a 2,000–4,000 square foot studio space—and receive a commission on every purchase made by studio visitors who complete transactions on the Pepperfry platform. The studio is not a point-of-sale in the traditional retail sense—inventory is not held at studios and fulfilment happens through Pepperfry's central warehouse and logistics network. Studios function as brand experience and design consultation centres, with trained design consultants helping customers visualise how products would look in their specific home context, a service that substantially improves conversion rates and average order values compared to unaided online browsing. The Pepperfry logistics network—branded as Logistick and operating as a subsidiary—provides the dedicated large-item delivery and installation capability that furniture commerce requires. Unlike standard courier services that cannot handle items above a certain size and weight, Logistick's two-person teams are trained in furniture assembly and installation, reducing the post-delivery consumer effort that otherwise creates service complaints and returns. This logistics capability is both a competitive differentiator and a cost centre—furniture logistics cost as a percentage of GMV is significantly higher than apparel or electronics logistics, making network density and route optimisation critical to the unit economics of scaling into lower-density tier-2 and tier-3 markets. The revenue model includes a growing B2B and project business segment that serves interior designers, architects, and corporate clients furnishing offices, hotels, and hospitality properties. These project orders carry higher average order values—often 5–20 lakh rupees per project—and build relationships with the design professional community whose recommendations influence consumer purchase decisions in their residential projects. The B2B segment provides more predictable volume than the inherently seasonal and infrequent retail furniture business, improving revenue quality and factory utilisation in private label manufacturing. Interior design services, offered through Pepperfry's online design consultation tool and in-studio design consultants, add a service revenue layer that improves conversion and average order value. Customers who engage with design services—uploading room dimensions, choosing style preferences, receiving a curated room plan—convert at significantly higher rates than unassisted browsers and select more complete room sets rather than individual items, improving basket size metrics that drive revenue per transaction.