“It won’t fit — and a bra that is one size off is useless.”
SecondaryIndustry research, not Zaituni data
Lingerie and shapewear are estimated to return at 30–35% online — the hard end of fashion — because fit tolerance is almost zero and a bra one band or cup off is a return, not “close enough”. Fit and size already drive roughly 22–25% of e-commerce returns, and one in three online lingerie shoppers names fit as a barrier to buying S1S2.
The demand for help is explicit: 61% of consumers want help choosing the right product, 55% want size and fit advice through chat or messaging, 60% say detailed size charts help them buy, and 54% of lingerie customers prefer a size or fit calculator S2. In one study cited by a sizing vendor, bra returns fell from 20% to 5% when shoppers followed a direct size recommendation instead of picking from a general listing S1 — a vendor claim, so treat the size of the effect as directional, not proven.
For Zaituni the problem is doubled. Imported brands fit differently from one another; sister sizes (a 34C versus a 36B) confuse the decision; and a first-time Kenyan buyer may have been told elsewhere that lingerie is non-returnable, so a wrong guess feels expensive.
What Zaituni does now
| Page | What it does |
|---|---|
| size-guide.html | Band and cup measurement, sister-size table, conversion from XS–4XL and band/cup, “between sizes?” note. |
| fit-quiz.html | A short guided quiz that returns a recommended size, a sister size and a confidence note. In the review build it is a demonstration; nothing is stored. |
| product-aurelia-silk-set.html | Fit notes per style (runs true / small / large), model measurements, fabric stretch and the band/cup sizes actually sold. |
| product-kilele-push-up-bra.html | Push-up fit notes: band firmness, cup depth, what to size up or down for. |
| product-mvua-lace-brief.html | Panty fit notes against dress size and hip measurement; no “one size” claims. |
| journal-bra-size.html | Long-form “bra size guide Kenya” article: how to measure, sister sizes, why sizes differ by brand. |
| care-guide.html | How to keep the fit after washing — a smaller but real cause of early replacement. |
| faq.html | Short answers: “What if I am between sizes?”, “Do you stock DD and above?”, “Can you help me choose?” |
What operations must do
- Ask for the current bra size, the brand and the discomfort (band rides up, straps dig, cup gapes) before recommending. Record band, cup and “current vs recommended” in the CRM size profile.
- Hold a real fit conversation on WhatsApp for first purchases; do not let an AI send a final size recommendation without a human check until the recommendation accuracy is measured.
- Make the first size exchange free of charge (owner decision; confirm the policy and its cost before publishing it) and make the route visible in the parcel and on the order-confirmation message.
- Collect “runs small / true / large” signals from every return and exchange, and update product copy monthly. Fit notes are a living dataset, not launch copy.
- Stock depth in the band/cup combinations that fit chats actually request, and report the top five missing sizes weekly to the owner.