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scour daddy

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Brand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.

Market size 44Growth 18Conversion 76Competition 6Returns 97Price range 75Avg price 84Brand share 0Review moat 52Quality gap 21

Returns

Incredible0.5%

return rate — above 6% kills the launch gate

Avg price

Great$18.56

avg listing price — sweet spot $15–$100

Conversion

Great7.2%

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

Price range

Great$4.91–$45.73

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

Review moat

Good1,402.29

avg incumbent reviews — the moat a new listing must climb

Market size

Okay$233K

$233K/yr · 175K searches

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Growth

Bad-13.2%

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

Competition

Bad93%

top-5 click share — a locked-up shelf

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 93% of clicks — a locked-up shelf that new listings rarely crack.

Brands

3 falling

Sellers

55

Top-5 brand share

100%

Open market

0%

  • Scrub Daddy91%
  • EdgeVue5%
  • SCRUBIT4%

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%15%$35K30%$70K45%$105K60%$140K101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 7 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.
4K3KPrime Day '24Holiday '24Spike '25Prime Day '25Black Friday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jan · busiest ÷ quietest = 1.7×

Reviews

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

What buyers love

Ease Of Cleaning33%

“Cleans very well”

Smell10%

“Love the scent”

Quality-Overall9%

“have consistently found their cleaning tools to be good quality”

Durability9%

“Strong and durable”

Value For Money8%

“Worth the money”

Scratch Resistance6%

“They do not scratch”

Efficiency2%

“Overall, this deep clean kit works really well, especially once you match the right pad to the job”

Strength2%

“Its a solid”

Size-Overall2%

“The size and ease of use are perfect”

Advertised Vs Actual Product2%

“Came as described”

What buyers complain about

Quality-Overall12%

“Garbage”

Durability8%

“it will break down”

Smell6%

“has a slightly different scent”

Ease Of Cleaning6%

“food that is hard to wash with regular sponge”

Comfort-Overall3%

“Not veey comfortable”

Advertised Vs Actual Product3%

“False advertising”

Ease Of Use3%

“A little uncommon to hold in hand”

Functionality-Overall3%

“This does not work as well as I hoped it would”

Thickness3%

“The Scour Daddy pads are noticeably thicker”

Value For Money2%

“they have gotten so expensive”

Top return reasons

Advertised Vs Actual Product25%
Value For Money13%
Color9%
Functionality-Overall7%
Cleaning Modes6%
Thin6%
Size-Overall5%
Thickness4%
Quality-Overall4%
Ease Of Cleaning3%