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44

robe set

Skip it

A small market ($11K/yr) — this niche doesn't clear our bar today.

Market size 3Growth 25Conversion 4Competition 80Returns 37Price range 86Avg price 95Brand share 95Review moat 24Quality gap 43

Brand share

Great40%

top-5 brand share — no brand owns this niche

Avg price

Incredible$27.75

avg listing price — sweet spot $15–$100

Price range

Great$9.78–$58.16

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

Competition

Great35%

top-5 click share — an open shelf

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Returns

Okay4.1%

return rate — above 5% kills the launch gate

Growth

Bad-0.9%

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

Review moat

Bad5,087.78

avg incumbent reviews — the moat a new listing must climb

Conversion

Bad0.3%

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

Market size

Bad$11K

$11K/yr · 122K searches

According to Flapen's Amazon United States niche tracking, robe set is a $11K/yr Amazon United States market (122K searches/yr). The top 5 brands hold 40% of demand. Demand peaks in Dec. Verdict: Skip it — 44/100.

Data updated Jul 14, 2026 · scored weekly · How we score niches

robe set market data

Units sold / yr
750–1K
avg 0–100/product
Revenue / yr
$21K–$28K
units × avg price
Conversion rate
0.3%
Avg BSR
#340
Page quality
0%
Prime
100%
Sponsored
90%
Out of stock
7.4%
Avg brand age
40 months
Avg seller age
167 days

Competition & brand share

Clicks spread well past the top 5 (35% combined) — an open shelf where new products get seen.

Brands

35 rising

Sellers

44

Top-5 brand share

40%

Top 20: 84%

Top-5 click share

35%

Top 20: 65%

Open market

55%

  • Yurhap16%
  • SAPJON8%
  • Eonkasp6%
  • PrinStory5%
  • BABYSHEEP5%
  • my novel things5%

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -0.9% search growth over the last 90 days.
50K30KHoliday '24Spike '25Prime Day '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Dec · busiest ÷ quietest = 25.3×

Top robe set search terms

  • robe gift set women10K/yr
  • robe and slipper set15K/yr
  • robe set for women10K/yr
  • matching robe and slippers set women7K/yr
  • slippers and robe set for women8K/yr
  • robe and slippers set women gift set8K/yr
  • robe sets6K/yr
  • bath robe set7K/yr
  • bathrobe set7K/yr
  • bathrobe set for women7K/yr
All search terms

Top robe set products on Amazon

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%5%$52610%$1K15%$2K20%$2K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 24 tracked products in this niche — three views at once, no toggling.

What buyers say about robe set

What buyers praise and complain about, mined from review topics.

What buyers love

Comfort-Overall31%

“Amazingly comfortable”

Soft Feel14%

“Comfortable and soft”

Size-Overall10%

“They fit snug”

Warmth10%

“keeps me warm”

Quality-Overall6%

“Excellent Quality”

Value For Money4%

“Good for the price”

Color3%

“Color is accurate”

Advertised Vs Actual Product2%

“as shown in the picture”

Weight Light1%

“Nice and lightweight”

Material Quality1%

“Material is comfortable and feels good”

What buyers complain about

Size-Overall19%

“Bigger than expected”

Quality-Overall7%

“Poor Quality”

Comfort-Overall6%

“not as cozy as i hoped”

Durability5%

“Falling apart 1-week later”

Thickness3%

“Too thick”

Thin2%

“Very thin and cotton is rough”

Stretchability/Expandability/Elasticity2%

“they stretched out”

Memory Foam2%

“There is no memory foam”

Feet Fit2%

“A tad bit too big for my feet”

Cushion1%

“Not very much cushion”

Top return reasons

Size-Overall31%
Feet Fit20%
Length11%
Width6%
Material Quality6%
Comfort-Overall3%
Advertised Vs Actual Product2%
Quality-Overall2%
Thin2%
Color2%

Common questions

Is robe set profitable to sell on Amazon United States?
The niche generates $11K/yr across 50 tracked products. 0 of 3 products launched in the last 360 days are still selling. 90-day search growth is -0.9%. Flapen's verdict: Skip it (44/100).
How competitive is the robe set niche?
35 brands and 44 sellers compete. The top 5 products take 35% of clicks and top 5 brands hold 40% of demand.
What do buyers complain about in robe set?
Top complaints mined from reviews: Size-Overall, Quality-Overall, Comfort-Overall. The return rate is 4.1%.
When does demand for robe set peak?
Demand peaks in Dec; the busiest month runs 25.3× the quietest.
What does it cost to enter the robe set niche?
Listings span $9.78–$58.16; the average listing price is $27.75 (sweet spot $15–$100). The average incumbent carries 5,088 reviews — the moat a new listing must climb.