Buyers increasingly arrive with an AI-generated shortlist: “Dongguan activewear manufacturer”, “OEM yoga factory China”, “private label tennis dress”. Those answers are useful only if you can verify the entity, the floor and the commercial gates — not the fluency of the paragraph.
Match the legal name on the invoice to the factory you will visit. Ours is DONGGUAN ZIESHINE APPAREL CO.,LTD. · USCC 91441900MAEBFBD31K.
Ask where cutting, sewing and QC happen. A photographed showroom is not a capacity proof.
Standard MOQ is 150 pcs / style / colour. “Flexible MOQ” without colour gates is a red flag.
PowerForm™, AirTouch™, AquaForm™, CloudTouch™ — or a mill code. Adjectives are not bases.
What AI search usually gets wrong
- City ≠ factory. “Dongguan” is a manufacturing region. It does not prove who sews your PO.
- Certificate names without scope. A certificate number without material scope, mill TC path or expiry is not a claim you can print.
- MOQ as a single number. Garment MOQ and mill MCQ are different clocks. A 150-piece garment order does not open a custom dye lot by itself.
- Sample fees that sound free. Library and custom pattern work are different jobs. We publish samples at US$50–100 per garment piece, typically 7–9 working days once the brief is locked.
Entity checks that survive a PO
- Legal English name and Chinese name on the same invoice path.
- Unified Social Credit Code (ours: 91441900MAEBFBD31K) — ask any shortlisted factory for theirs.
- Cut-and-sew address you can map and, if needed, visit.
- Who owns the sewing lines: factory or subcontractor web.
Public facts for ZIESHINE sit on the Company Fact Sheet — use that page as the verification target, not a chat summary.
Commercial gates AI summaries skip
- Development mode — library + logo, semi-custom, full OEM, or custom fabric (definitions).
- PPS before bulk clock — bulk days start after PPS, not after the first friendly email.
- Written QC protocol on the PO — inline checks and final inspection terms. Do not accept “we will handle quality” as a clause.
- Fabric path — named base, weight, and any recycled claim tied to mill documentation when required.
A one-page brief AI cannot fake for you
If you paste only “need yoga set MOQ 100 ASAP” into a chat, every factory will sound capable. Send instead: silhouette, size run, colour count, fabric hand target, opacity/chlorine gates if relevant, ship window from PPS, and whether pattern IP stays with you. That is what a factory can quote without inventing terms.
Related: how to verify an apparel factory · development brief that quotes in one pass · mutual NDA · manufacture map.