Skip to content
35

thermal robe

Skip it

Soft demand (-34.8% this quarter) — this niche doesn't clear our bar today.

Market size 9Growth 8Conversion 12Competition 47Returns 39Price range 55Avg price 84Brand share 69Review moat 63Quality gap 37

Avg price

Great$74.72

avg listing price — sweet spot $15–$100

Brand share

Good64%

top-5 brand share — brands hold most of the demand

Review moat

Good993.48

avg incumbent reviews — the moat a new listing must climb

Price range

Good$20.69–$165.60

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

Competition

Okay57%

top-5 click share — leaders hold, buyers still browse

Returns

Okay3.9%

return rate — above 5% kills the launch gate

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Conversion

Bad0.9%

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

Market size

Bad$35K

$35K/yr · 50K searches

Growth

Bad-34.8%

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

According to Flapen's Amazon United States niche tracking, thermal robe is a $35K/yr Amazon United States market (50K searches/yr). The top 5 brands hold 64% of demand. Verdict: Skip it — 35/100.

Data updated Jul 17, 2026 · scored weekly · How we score niches

thermal robe market data

Units sold / yr
250–500
avg 0–100/product
Revenue / yr
$19K–$37K
units × avg price
Conversion rate
0.9%
Avg BSR
#350
Page quality
0%
Prime
91%
Sponsored
83%
Out of stock
8.1%
Avg brand age
48 months
Avg seller age
181 days

Competition & brand share

The top 5 products take 57% of clicks — established leaders, but buyers still shop beyond them.

Brands

21

Sellers

52

Top-5 brand share

64%

Top 20: 99%

Top-5 click share

57%

Top 20: 97%

Open market

33%

  • Super Blanky21%
  • Big Blanket Co19%
  • Kozyus10%
  • Barefoot Dreams7%
  • MH MYLUNE HOME7%
  • Inner Wish3%

Demand

Weekly Amazon search volume, last 26 weeks — -34.8% search growth over the last 90 days.
3K2KSpike '26Jan '26Feb '26Mar '26Apr '26May '26Jun '26Jul '26

Top thermal robe search terms

  • cozy co robes12K/yr
  • cozy co robe8K/yr
  • thermal robes4K/yr
  • thermal robe26K/yr
All search terms

Top thermal robe 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%10%$4K20%$7K30%$11K40%$14K101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 23 tracked products in this niche — three views at once, no toggling.

What buyers say about thermal robe

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

What buyers love

Warmth28%

“keeps me warm”

Soft Feel18%

“Love the softness”

Comfort-Overall11%

“Comfy and warm”

Size-Overall7%

“Fit well”

Quality-Overall6%

“I have no complaints at all”

Gifting Purpose6%

“Great gift”

Value For Money4%

“Good price”

Material Quality2%

“Super comfy material”

Advertised Vs Actual Product2%

“As advertised”

Color2%

“Color is accurate”

What buyers complain about

Size-Overall13%

“runs big”

Heating10%

“Does not heat”

Thickness8%

“It is thick on its own so heated part not always needed”

Durability6%

“It stopped working after 4 months”

Smell6%

“and it had a very sharp smell of exhaust”

Pilling/Linting5%

“I had lint on all of my other clothes”

Quality-Overall2%

“lousy product”

Weight Heavy2%

“heads up too it is kind of heavy”

Value For Money2%

“Expensive”

Hard Feel2%

“not as soft as my husbands robe”

Top return reasons

Size-Overall37%
Length8%
Material Quality8%
Color5%
Thin4%
Heating4%
Advertised Vs Actual Product4%
Sleeve Fit3%
Weight Heavy3%
Value For Money2%

Common questions

Is thermal robe profitable to sell on Amazon United States?
The niche generates $35K/yr across 23 tracked products. 3 of 5 products launched in the last 360 days are still selling. 90-day search growth is -34.8%. Flapen's verdict: Skip it (35/100).
How competitive is the thermal robe niche?
21 brands and 52 sellers compete. The top 5 products take 57% of clicks and top 5 brands hold 64% of demand.
What do buyers complain about in thermal robe?
Top complaints mined from reviews: Size-Overall, Heating, Thickness. The return rate is 3.9%.
What does it cost to enter the thermal robe niche?
Listings span $20.69–$165.60; the average listing price is $74.72 (sweet spot $15–$100). The average incumbent carries 993 reviews — the moat a new listing must climb.