Skip to content
45

changing pad liner

Skip it

Soft demand (-13.2% this quarter) — this niche doesn't clear our bar today.

Market size 45Growth 18Conversion 55Competition 34Returns 84Price range 74Avg price 84Brand share 48Review moat 24Quality gap 27

Returns

Great1.6%

return rate — above 6% kills the launch gate

Avg price

Great$18.46

avg listing price — sweet spot $15–$100

Price range

Good$8.80–$32.60

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

Conversion

Good4.6%

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

Brand share

Okay76%

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

Market size

Okay$237K

$237K/yr · 280K searches

Competition

Okay65%

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Review moat

Bad5,962.37

avg incumbent reviews — the moat a new listing must climb

Growth

Bad-13.2%

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

Competition

The top 5 products take 65% of clicks — established leaders, but buyers still shop beyond them.

Brands

14 flat

Sellers

21

Top-5 brand share

76%

Open market

19%

  • Munchkin27%
  • BlueSnail20%
  • TILLYOU13%
  • mushie12%
  • Moonsea5%
  • Peekapoo4%

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%10%$24K20%$47K30%$71K40%$95K1001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 19 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -13.2% search growth over the last 90 days.
8K6KSpike '24Prime Day '25Spike '26SepDecMarJunAugNovMarMay

No pronounced peak months · busiest ÷ quietest = 1.3×

Reviews

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

What buyers love

Quality-Overall14%

“Really nice quality for diaper changing”

Ease Of Cleaning10%

“Easy cleanup”

Absorbency10%

“Excellent absorbency”

Size-Overall8%

“Good size”

Leak-Proof6%

“Do not leak”

Value For Money6%

“Great value for the price”

Soft Feel5%

“Very soft and gentle on babys skin”

Washability4%

“easy to wash”

Portability4%

“Great for travel”

Ease Of Use4%

“easy to use”

What buyers complain about

Size-Overall21%

“Wrong size”

Thickness13%

“Not thick”

Absorbency10%

“Not Very Absorbent”

Leak-Proof7%

“Leak”

Quality-Overall7%

“Really cheap quality”

Water Resistance6%

“the floor underneath would be wet”

Value For Money4%

“They aren't particularly cheap”

Age Suitability3%

“Not for adults”

Advertised Vs Actual Product3%

“False advertising”

Smell2%

“Chemical Smell”

Top return reasons

Size-Overall64%
Advertised Vs Actual Product5%
Thin5%
Absorbency4%
Material Quality4%
Quality-Overall3%
Value For Money3%
Leak-Proof1%
Water Resistance1%
Color1%