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White Robe

Fail

Buyers convert on only 0.8% of searches, so White Robe is a Fail.

Flapen Score
40
40 / 100
Ranks 12,044 of 16,930 Clothing, Shoes & Jewelry niches · −5 vs the category median of 45
Market size
$161K/yr763K searches / yr
90-day growth
-3.9%search demand this quarter
Competition
49%top-5 click share · 13 brands · 21 sellers

Flapen Score

White Robe against its category

The dotted line is the Clothing, Shoes & Jewelry average. Past it, White Robe is stronger. Inside it, weaker.

40Fail
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The White Robe market on Amazon at a glance

Shoppers on Amazon United States searched for White Robe 763K times last year and spent an estimated $161K. The top 5 brands take 80% of clicks. Demand peaks in Jan–Apr–May. Flapen scores it 40 out of 100, a Fail.

01 · Demand

An estimated 0.8% of those searches ended in a purchase.

Shoppers searched for this 763K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 0.8% of those searches ended in a purchase. Searches in the last 90 days moved -3.9% against the 90 days before. Searches, conversion and average price together put the market at an estimated $161K a year.

Searches, last 12 months
763K
Growth, 90 days vs prior 90
-3.9%
Conversion, latest week
0.8%
Market size, estimated
$161Ka year
Peak month
January2.3× the quietest month
Top search term
waffle robe242K searches a year

02 · Price

A sale here is worth $25.78.

Listings sell for $25.78 on average, from $14.75 to $76.37. Amazon reports units sold in ranges. This niche sold 6K to 8K a year. The average listing sells 100 to 250 of them. At $25.78 that is $3K to $6K a year per listing.

Average price
$25.78inside the $15 to $100 sweet spot
Price range
$14.75–$76.37
Amazon United States median price
$24.38across 115,062 niches
Units sold a year
6K–8K
Units per listing a year
100–250
Revenue per listing a year
$3K–$6K
Returns
5.9%of orders · Amazon United States median 2.1%

03 · Entry bar

The bar here is reviews.

90% of listings pay for placement with sponsored ads. 100% ship with Prime. On an average day, 0.7% of listings are out of stock. The average listing ranks #446 within Sleep & Lounge. It carries 8,368 reviews at 4.48 stars, so a new listing needs social proof before a better product.

Sponsored listings
90%
Prime listings
100%
Out of stock, average day
0.7%
Average rank
#446in Sleep & Lounge
Average rating
4.48 starsAmazon United States average 4.42 stars
Average reviews
8,368per listing
Listings tracked
30

04 · Newcomers

0 of last year's 3 launches cleared the first-year sales bar.

3 products launched here in the last 12 months. 0 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 49 months on average, so the names here are settling in.

Launched, last 12 months
3
Successful launches
0Amazon's first-year sales bar
Average brand age
49 months

Products

Top White Robe products & what they sell for

Every tracked product: its share of the shelf, its reviews, and its price.

Sign in to see the products

The products selling in this niche are for signed-in readers. Every market figure above stays open to everyone.

Competition

Competition: brands, sellers & click share

The top 5 products take 49% of clicks. Leaders hold, but buyers still shop past them.

Brands

13 falling

Sellers

21

Top-5 brand share

80%

Top 20: 100%

Top-5 click share

49%

Top 20: 87%

Open market

13%

  • Brand 129%
  • Brand 221%
  • Brand 311%
  • Brand 410%
  • Brand 59%
  • Brand 67%
  • Open — no brand owns it (7 brands, 13%)

Demand

White Robe search demand

Weekly searches over the year, seasonality beneath. Pick a range.

15K10KSpike '24Spike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jan, Apr, May · busiest ÷ quietest = 2.3×

Search terms

Top White Robe search terms shoppers use

The exact words shoppers type, with yearly volume, growth, and conversion.

  • waffle robe242K/yr
  • white robe203K/yr
  • waffle knit robe86K/yr
  • hotel robe47K/yr
  • waffle knit robes for women39K/yr
  • getting ready robe22K/yr
  • light pink robe15K/yr
  • bath robes unisex12K/yr
  • amazon essentials robe10K/yr
  • hot tub robes13K/yr

Reviews and returns

What reviews say buyers love and hate about White Robe

We read the reviews and the return reasons for every product selling here.

18%of positive reviews mention “Soft Feel”
22%of negative reviews mention “Size-Overall”
5.9%of orders come back
“Longer than expected”
A buyer, on “Size-Overall”22% of negative reviews mention the same topic

Every topic

Every topic buyers talk about, one row each.

Red shows the share of negative reviews and green the share of positive reviews, biggest topic first. Open a row to read what they wrote.

20 topics

NegativePositive

FAQ

Common White Robe questions

Answered from the same tracked data.