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heated hoodie

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Soft demand (-85.3% this quarter) — this niche doesn't clear our bar today.

Market size 16Growth 0Conversion 1Competition 94Returns 9Price range 48Avg price 82Brand share 83Review moat 60Quality gap 76

Competition

Great21%

top-5 click share — an open shelf

Brand share

Great52%

top-5 brand share — no brand owns this niche

Avg price

Great$80.57

avg listing price — sweet spot $15–$100

Quality gap

Great4.3★

avg incumbent rating — lower means beatable quality

Review moat

Good1,114.29

avg incumbent reviews — the moat a new listing must climb

Price range

Okay$13.84–$191.87

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

Market size

Bad$64K

$64K/yr · 1.6M searches

Returns

Bad9.8%

return rate — above 6% kills the launch gate

Conversion

Bad0.1%

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

Growth

Bad-85.3%

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

Competition

Clicks spread well past the top 5 (21% combined) — an open shelf where new products get seen.

Brands

42 rising

Sellers

55

Top-5 brand share

52%

Open market

43%

  • Venustas22%
  • Molifen13%
  • Qdreclod7%
  • Hcaiip6%
  • ORORO6%
  • Moteoza5%

Product shelf

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

0%2%$1K4%$3K6%$4K8%$5K1101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)1 product missing review or click data not plotted

All 104 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -85.3% search growth over the last 90 days.
175K125KPrime Day '24Spike '24Holiday '24Prime Day '25Spike '25Holiday '25SepDecMarJunAugNovMarMay

Peak months: Jan, Nov, Dec · busiest ÷ quietest = 59.3×

Reviews

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

What buyers love

Warmth33%

“Keeps me warm”

Size-Overall11%

“fits true to size”

Quality-Overall6%

“Decent Quality”

Comfort-Overall6%

“Extremely comfortable”

Soft Feel6%

“It's very soft”

Gifting Purpose4%

“Great gift idea”

Value For Money4%

“Great Value”

Weight Light3%

“making this vest the perfect lightweight layer I can rely on”

Advertised Vs Actual Product3%

“As advertised”

Material Quality2%

“The material is comfy”

What buyers complain about

Size-Overall16%

“Short length”

Durability7%

“Stopped working after a few weeks”

Weight Heavy5%

“Too heavy”

Warmth5%

“Cant feel the warmth”

Value For Money5%

“poor value for the money”

Charging4%

“Won't charge”

Functionality-Overall4%

“Did not work”

Heating3%

“Does not heat up”

Quality-Overall3%

“Spend your money on a better quality brand like Venustas”

Zipper Quality3%

“the zipper has already broke”

Top return reasons

Size-Overall51%
Chest Fit8%
Waist Fit4%
Warmth3%
Advertised Vs Actual Product3%
Hip Fit3%
Weight Heavy3%
Functionality-Overall2%
Product Condition2%
Length2%