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white swaddle blanket

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A small market ($83K/yr) — this niche doesn't clear our bar today.

Market size 21Growth 35Conversion 61Competition 52Returns 27Price range 76Avg price 82Brand share 71Review moat 47Quality gap 23

Avg price

Great$17.62

avg listing price — sweet spot $15–$100

Price range

Great$8.56–$36.30

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

Brand share

Good62%

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

Conversion

Good5.3%

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

Competition

Good54%

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

Review moat

Okay1,826.75

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+8.3%

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

Returns

Okay5.7%

return rate — above 6% kills the launch gate

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Market size

Bad$83K

$83K/yr · 89K searches

Competition

The top 5 products take 54% of clicks — established leaders, but buyers still shop beyond them.

Brands

21 falling

Sellers

27

Top-5 brand share

62%

Open market

32%

  • Meracorallo22%
  • KeaBabies19%
  • Organic Cotton Mart9%
  • DEZIGKA6%
  • KYTE BABY6%
  • TATA AMG5%

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%5%$4K10%$8K15%$12K20%$17K101001K10K 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.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +8.3% search growth over the last 90 days.
3K2KSpike '24Spike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jul, Sep · busiest ÷ quietest = 1.8×

Reviews

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

What buyers love

Soft Feel24%

“gentle on babys skin”

Quality-Overall12%

“Great quality”

Weight Light11%

“The weight it light and very breathable”

Advertised Vs Actual Product6%

“Just as described”

Value For Money5%

“This is worth buying”

Size-Overall5%

“Great size though”

Thickness4%

“thick this blanket was”

Warmth4%

“comfortable and warm”

Comfort-Overall4%

“Comfy”

Breathability4%

“super soft and breathable”

What buyers complain about

Thickness18%

“Too small and too thin”

Size-Overall11%

“Very big size”

Grip5%

“Slippery Fabric”

Quality-Overall5%

“Not really any quality”

Material Quality5%

“It definitely has polyester or some crappy fabric intertwined”

Washability5%

“can catch on other cloths in the washing/ drying machine if not placed into a laundry bag prior to”

Advertised Vs Actual Product5%

“Major let down and false advertising”

Noise Level5%

“the Velcro is noisy”

Hard Feel3%

“I know some muslin can be rough to the touch at first”

Value For Money3%

“not worth it”

Top return reasons

Size-Overall27%
Material Quality19%
Thin17%
Quality-Overall7%
Color6%
Value For Money3%
Thickness3%
Advertised Vs Actual Product3%
Stretchability/Expandability/Elasticity3%
Soft Feel2%