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48

dummy cake

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Soft demand (+0.0% this quarter) — this niche doesn't clear our bar today.

Market size 30Growth 25Conversion 50Competition 58Returns 49Price range 74Avg price 85Brand share 35Review moat 88Quality gap 57

Review moat

Great238.59

avg incumbent reviews — the moat a new listing must climb

Avg price

Great$18.92

avg listing price — sweet spot $15–$100

Price range

Good$6.80–$37.96

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

Competition

Good50%

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

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Conversion

Good4.0%

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

Returns

Okay3.1%

return rate — above 6% kills the launch gate

Brand share

Okay84%

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

Market size

Okay$135K

$135K/yr · 176K searches

Growth

Okay+0.0%

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

Competition

The top 5 products take 50% of clicks — established leaders, but buyers still shop beyond them.

Brands

15 falling

Sellers

25

Top-5 brand share

84%

Open market

12%

  • JOBVERT43%
  • Crafare17%
  • Fessary8%
  • O'CREME8%
  • Hedume7%
  • Global Sugar Art4%
  • Open — no brand owns it (9 brands, 12%)

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%4%$5K8%$11K12%$16K16%$22K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 37 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +0.0% search growth over the last 90 days.
5K4KSpike '25Spike '26SepDecMarJunAugNovMarMay

No pronounced peak months · busiest ÷ quietest = 1.8×

Reviews

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

What buyers love

Smell18%

“Great smell”

Size-Overall9%

“decent size”

Suitability Curly Hair8%

“Great for curly hair”

Baking7%

“Cake came out amazing”

Quality-Overall6%

“Perfect for display cakes”

Value For Money6%

“Worth your money”

Soft Feel4%

“Soft touch all day”

Advertised Vs Actual Product3%

“These came exactly as pictured”

Ease Of Use3%

“This was sooooo easy”

Moist/Dry3%

“Drying”

What buyers complain about

Size-Overall23%

“Slightly shorter than a real tiered cake”

Hair Related8%

“It doesnt do much for my hair”

Smell7%

“I was not fond of the scent”

Moist/Dry4%

“Took too long to dry”

Suitability Curly Hair4%

“This product did not do much for my hair as far as making it curly or less frizz”

Advertised Vs Actual Product4%

“Fake foam cake set up”

Value For Money3%

“Not worth the price”

Grip3%

“no hold at all”

Functionality-Overall3%

“Doesnt work”

Strength2%

“not strong enough for it to ve overpowering”

Top return reasons

Size-Overall66%
Value For Money4%
Advertised Vs Actual Product4%
Functionality-Overall4%
Suitability Short Hair4%
Smell3%
Adhesion/Stickiness2%
Suitability Long Hair1%
Quality-Overall1%
Suitability Straight Hair1%