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snowflake stencil

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Soft demand (-54.0% this quarter) — this niche doesn't clear our bar today.

Market size 6Growth 0Conversion 56Competition 49Returns 50Price range 0Avg price 21Brand share 73Review moat 88Quality gap 32

Review moat

Great236.96

avg incumbent reviews — the moat a new listing must climb

Brand share

Good61%

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

Conversion

Good4.7%

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

Returns

Good3.0%

return rate — above 6% kills the launch gate

Competition

Okay56%

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Avg price

Bad$7.73

avg listing price — sweet spot $15–$100

Market size

Bad$24K

$24K/yr · 65K searches

Growth

Bad-54.0%

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

Price range

Bad$4.82–$13.89

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

Competition

The top 5 products take 56% of clicks — established leaders, but buyers still shop beyond them.

Brands

20 falling

Sellers

23

Top-5 brand share

61%

Open market

34%

  • Jmkcoz27%
  • Foaryoer11%
  • SEIHDHIK9%
  • Konsait8%
  • Abeillo5%
  • Vantico5%

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%$1K10%$2K15%$4K20%$5K1101001K10K 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 — -54.0% search growth over the last 90 days.
6K4KSpike '24Black Friday '24Holiday '24Spike '25Prime Day '25Black Friday '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Nov, Dec · busiest ÷ quietest = 36.6×

Reviews

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

What buyers love

Quality-Overall31%

“Great variety”

Advertised Vs Actual Product21%

“As advertised”

Durability11%

“Very sturdy and fun to use on all types of projects”

Strength10%

“They are sturdy”

Size-Overall8%

“Big snow stencil”

Ease Of Cleaning7%

“It also clean very easily with the paint that I used”

Value For Money4%

“Great value, used for decorating cakes and windows with ease”

Ease Of Use2%

“It's so much easier to have them separated”

Color2%

“great for adding a different color”

Embellishment/Embroidery Quality2%

“worked great for decorating”

What buyers complain about

Advertised Vs Actual Product50%

“Not what I expected”

Size-Overall50%

“small will work”

Top return reasons

Size-Overall72%
Advertised Vs Actual Product8%
Product Condition6%
Thin3%
Value For Money2%
Material Quality2%
Quality-Overall2%
Wood Quality2%
Defective Material/Parts1%
Stain Resistance1%