Case Study: Custom Pink Baby Socks for an Amazon Private Label Seller in Thailand
Source:Pink Baby Socks /
Time:2026-09-18
Pink Baby Socks for an Amazon Private Label Seller in Thailand
An Amazon Private Label Seller approached us with a pink baby socks requirement for Thailand. The brief was specific: a defined look, a hard launch date and a unit cost that had to survive shipping and duty. This case study records what was specified, what went wrong in sampling and how the bulk order was delivered.
The challenge
- Long lead times that miss the selling season
- Inconsistent sizing between production runs
- Unclear responsibility when a defect shows up after washing
What we specified
| Product | Pink Baby Socks |
|---|---|
| Client type | An Amazon Private Label Seller |
| Market | Thailand |
| Order volume | 5,000 pieces across 4 colourways |
| Base fabric | Georgette |
| Decoration | Flat Embroidery |
| Size range | 2-12Y |
| Sampling rounds | 4 |
| Delivery window | 6 weeks from PO to ex-factory |
How it was resolved
- We rebuilt the tech pack around Georgette and locked shrinkage allowance before grading.
- Decoration was moved to Flat Embroidery after strike-off tests showed better wash durability.
- A pre-production sample was approved and retained as the golden reference.
- Production ran with in-line inspection and a mid-run photo report.
- Cartons were packed to the client's own barcode and size ratio specification.
Result
- 5,000 pieces delivered inside the 6-week window.
- Unit cost held within 2.0% of the original quotation.
- Return rate linked to fit or workmanship stayed under 1.0%.
- The specification is now on file, so reorders reproduce the approved sample.
What we would repeat
Keep one process owner on both sides. Most delays come from hand-offs, not from machines.
Planning something similar?
Send us your tech pack or even a rough sketch — we will come back with fabric options, a costed sample plan and a realistic production calendar.
