---
title: "Reviews — white one shoulder dress - Flapen"
canonical_url: "https://flapen.com/research/us/clothing-shoes-jewelry/white-one-shoulder-dress/reviews"
last_updated: "2026-08-09T09:33:51.216Z"
locale: en
meta:
  description: "Niche score 54/100 · $15K/yr market · 412K searches/yr · $39.36 avg price. High returns (32.9%) keeps it on the watch list. Data updated Jul 2026."
  "og:description": "Niche score 54/100 · $15K/yr market · 412K searches/yr · $39.36 avg price. High returns (32.9%) keeps it on the watch list. Data updated Jul 2026."
  "og:title": "Reviews — white one shoulder dress - Flapen"
---

# **white one shoulder dress**

**Worth a look**

Shows a fragmented shelf (top 5 take 6% of clicks), but high returns (32.9%) keeps it on the watch list.

Market size 4Growth 66Conversion 1Competition 98Returns 0Price range 56Avg price 95Brand share 96Review moat 58Quality gap 89

**Competition**

**Incredible****6%**

top-5 click share — an open shelf

**Brand share**

**Incredible****34%**

top-5 brand share — no brand owns this niche

**Avg price**

**Incredible****$39.36**

avg listing price — sweet spot $15–$100

**Quality gap**

**Great****4.1★**

avg incumbent rating — lower means beatable quality

**Growth**

**Good****+45.8%**

90-day search growth — must beat 0% to launch

**Review moat**

**Good****1,183.3**

avg incumbent reviews — the moat a new listing must climb

**Price range**

**Good****$14.22–$165.30**

cheapest to priciest tracked listing — scored on the share inside $15–$100

**Market size**

**Bad****$15K**

$15K/yr · 412K searches

**Conversion**

**Bad****0.1%**

search→purchase rate — share of searches ending in a sale

**Returns**

**Bad****32.9%**

return rate — above 5% kills the launch gate

**Signals**[** No Dominant Brand**](https://flapen.com/research/niches?market=us&signal=no_dominant_brand "Top brand's click share < 20%") [** High Returns**](https://flapen.com/research/niches?market=us&signal=high_returns "Return rate > 5%")

## Reviews