Baozun bets the 2028 plan on AI — and raises its operating-profit goal by 27%

China e-commerce operator lifts 2028 non-GAAP operating income target to RMB 700M, crediting AI-driven productivity and a stronger Gap-led brand portfolio.

BZUN · Earnings Call · 2026-08-27

The headline: a materially bigger profit goal

Baozun came to its Q2 call with a number that changes the shape of the bull case. Management raised the 2028 non-GAAP operating profit target from RMB 550 million to RMB 700 million — a ~27% increase — while reiterating the goal does not bank on any new brand acquisitions yet to be signed. The raise is notable because management is explicit about the engine: “AI efforts... can contribute the majority of the contribution in the midterm of our plan” — Wenbin Qiu, CEO · 2026-08-27. In the prior quarter's call, the same 2028 target was framed as the payoff of the “BEC plus BBM plus synergy model” — Wenbin Qiu, CEO · 2026-03-25; AI has now been elevated from supporting actor to lead driver. This is a genuine pivot. Six months ago the goal was RMB 550M and the anchor was the BBM organic growth of Gap and Hunter. Today the CEO cites a "stronger trend for BBM," BEC scale, and AI as the three pillars — with AI explicitly carrying "the majority" of the midterm increment. For a company that spent most of the past three years in a loss-making transformation, where AI agent automation was pitched primarily as cost control, turning AI into the primary driver of a quantifiably bigger profit pool is a step change in messaging.

With continued AI-driven empowerment and deeper synergies between our 2 business segments, we are raising our 2028 non-GAAP operating profit target from RMB 550 million to RMB 700 million, reflecting our increased confidence in long-term growth potential.
Wenbin Qiu, CEO · 2026-08-27

AI: from back-office efficiency to primary growth engine

The distinction matters because of what Baozun is NOT doing. The market's AI tape is dominated by AI tools and infrastructure names — HPC data centers, high-bandwidth memory — a capex-heavy buildout. Baozun's AI story is the opposite side of the ledger: software-led operating leverage inside an e-commerce services firm. Junhua Wu puts it directly: AI is leveraged “more focused on driving our operation efficiency rather than just driving the top line” — Junhua Wu, Senior Executive / Management · 2026-08-27. Q2's BEC metrics support the thesis — non-GAAP operating income of RMB 107 million was the best second-quarter since 2022, with services revenue up 10%. The counter-risk is whether ~480 brand partners' consumer engagement workflows can actually compound AI productivity as fast as the 2028 target implies. Management concedes AI is still early for top-line sales growth — "we have not leveraged a lot in terms of AI" — and the guide bakes in only what they can see today. Yet the CEO's conviction is unambiguous.

We think given that the scale of our BEC business base, our potential to be released from these tools and automation will be huge. So that is a quite important reason why we just raised that up.
Wenbin Qiu, CEO · 2026-08-27

BBM fires — while Western peers chase tariff refunds

The second pillar is brand management, and here Baozun is swimming against a notable current. This earnings week, a parade of Western retail reporters — ANF, BBY, BURL, DG, DLTR, HPQ, MOV — sang the same brand awareness tune about IEEPA/tariff refunds flowing back to margins. Baozun's transcript contains not a single mention of tariffs: it is China-based, immune to US tariff-refund mechanics, and instead riding domestic China consumption plus Gap's turnaround. Ken Huang raised BBM's full-year growth guide to “20% to 25% increase” — Ken Huang, Senior Executive / Management · 2026-08-27 from the 15-20% range analysts modeled, on the back of Gap same-store sales "in the 20s" and a brand ambassador marketing program with strong pull. “For the Gap brand alone, our non-GAAP operating loss improved by more than 40% year-over-year” — Ken Huang, Senior Executive / Management · 2026-08-27. The macro call is also contrarian. Discussing weak July NBS consumption data, Junhua Wu said “we have not seen any significant shifts in spending budgets of brand partners” — Junhua Wu, Senior Executive / Management · 2026-08-27, pointing to continued strength in premium luxury, sports/outdoor and fashion categories. The emerging brands portfolio (Hunter, Sweaty Betty) is maturing — Hunter's apparel mix exceeded 30% of sales in some stores — which management frames as an brand management model that can be replicated as international brands look for Chinese exits (Frank Tao's question on divestments).

The takeaway

Baozun is telling a coherent, compound-growth story: raise the 2028 profit goal, hand AI the majority of the incremental dollars, keep BBM compounding in the 20s, and keep new store expansion running at 50+ openings. The two big risks are execution on AI productivity at BEC's scale and a consumer that could turn more cautious than the "no significant shifts" line admits. But for the first time in this cycle, the company's own numbers — not just narrative — have moved in its favor: operating profit quality up, working capital turnover improved to 107 days from 148, and a guidance raise to match.