A consumer in Jiangxi bought two identical down jackets from the same online store and discovered that the two items—bought only in different sizes—differed in color, cut and fill. Her social‑media post joined a steady stream of complaints about so‑called “A/B goods”: products that look high‑end in a livestream or on a product page but arrive to shoppers as cheaper, visibly inferior versions.
Chinese complaint platform data show the phenomenon is widespread. Jiemian News found some 2,660 complaints referencing “A/B” discrepancies on the Black Cat complaints portal, with examples ranging from claimed top‑grain leather that turned out to be low‑grade synthetic, to carpets advertised as 1.6cm thick that arrived at 1cm.
The most clear‑cut pattern appears in livestreamed apparel sales. Hosts and sample garments on camera often showcase plush fabrics and precise tailoring—the “A” sample—while the bulk orders sent to factories are produced with cheaper materials and simpler workmanship. Factory operators and industry insiders told Jiemian this is a profit‑maximising strategy: show an attractive sample to generate orders, then cut material and labour costs when producing at scale.
The gap between promotional imagery and delivered goods is not limited to livestreams. Many merchants lift images from bloggers or other shops rather than using true product photos. One industry participant told the outlet that stylised influencer shots are routinely copied as templates for production, with genuine collaborations being the exception rather than the rule.
The structure of modern e‑commerce supply chains amplifies these risks. Clothing passes through multiple stages—upstream mills or workshops, warehousing and logistics, and third‑party “cloud” fulfilment centres—before reaching consumers. In many merchant models the seller never physically inspects every parcel; when orders spike, brands may switch subcontractors and introduce untested factories, creating batch‑to‑batch variance.
Quality control can be further subverted by falsified paperwork. Investigators found that unverified “test reports” for fabric composition can be bought on second‑hand platforms for roughly RMB 200–350. Legal experts warn that if a seller knowingly uses forged reports the conduct may escalate from consumer‑rights violations into criminal fraud, and fabricating official inspection documents could trigger charges of forging state documents.
The widely circulated belief that merchants deliberately ship better items to urban buyers and worse ones to rural customers is technically possible but practically cumbersome. Order‑management systems used by merchants do not typically support geo‑tagged, quality‑tiered fulfilment, and business owners told Jiemian that maintaining separate warehouses and parallel fulfilment lines would be prohibitively costly for most sellers. The uneven experience across regions therefore more plausibly reflects batch differences, logistics substitutions and uneven QC than a coordinated regional discrimination scheme.
Chinese consumer‑protection law treats goods that materially diverge from advertised samples as “not as described,” a violation whether deliberate or negligent. Lawyers emphasise that platforms also have duties: they must vet sellers and act when they know a livestream or listing misrepresents products. Regulators have therefore begun to pursue the triangular responsibility of merchant, host and platform when deception occurs.
The recurrence of “A/B” disputes reveals a deeper industry tension. A fiercely competitive environment shaped by price wars and a livestream economy incentivises marketing polish and inventory flexibility, while simultaneously eroding the hands‑on quality checks that used to bind product claims to reality. Without stronger platform oversight, traceable supply‑chain practices and credible third‑party verification, the mismatch between online glamour and factory reality is likely to persist—and with it the risk of regulatory and criminal enforcement as enforcement catches up.