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54

mr clean mop

Worth a look

Shows low returns (0.4%), but brand-locked demand (top 5 brands take 100% of clicks) keeps it on the watch list.

Market size 54Growth 46Conversion 56Competition 25Returns 98Price range 85Avg price 95Brand share 0Review moat 47Quality gap 84

Returns

Incredible0.4%

return rate — above 6% kills the launch gate

Avg price

Incredible$23.76

avg listing price — sweet spot $15–$100

Price range

Great$9.43–$53.26

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

Quality gap

Great4.2★

avg incumbent rating — lower means beatable quality

Conversion

Good4.7%

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

Market size

Good$363K

$363K/yr · 328K searches

Review moat

Okay1,810.47

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+16.7%

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

Competition

Okay70%

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

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products take 70% of clicks — established leaders, but buyers still shop beyond them.

Brands

4 rising

Sellers

98

Top-5 brand share

100%

Open market

0%

  • Mr. Clean65%
  • BAISENJIE31%
  • Butler in the Home2%
  • Tidy Monster1%
  • Open — no brand owns it (0%)

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%$36K20%$73K30%$109K40%$145K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 15 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 58 weeks — +16.7% search growth over the last 90 days.
8K6KPrime Day '25Spike '25Spike '26JunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Apr, May, Aug, Sep · busiest ÷ quietest = 2.6×

Reviews

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

What buyers love

Ease Of Cleaning35%

“Cleans well”

Ease Of Use13%

“easy to control”

Quality-Overall6%

“Excellent product”

Smell6%

“Love the Lavender”

Efficiency5%

“Effective”

Handle Quality5%

“Nice handle”

Value For Money3%

“Money well spent”

Advertised Vs Actual Product3%

“As advertised”

Size-Overall2%

“Fits perfectly”

Durability2%

“Handle is perfect length and very durable”

What buyers complain about

Ease Of Cleaning14%

“Doesn't clean”

Value For Money12%

“Over priced”

Durability9%

“does not last”

Functionality-Overall8%

“Meh, not functional”

Size-Overall6%

“Smaller than”

Quality-Overall5%

“Cheap product”

Grip4%

“grips is terrible”

Add-Ons/Attachments3%

“the sponge does not stay attached”

Ease Of Use3%

“Too hard to use”

Stain Resistance3%

“stains like you wouldnt believe”

Top return reasons

Size-Overall31%
Advertised Vs Actual Product11%
Functionality-Overall9%
Smell7%
Value For Money5%
Ease Of Cleaning5%
Refills-Overall4%
Durability3%
Quality-Overall3%
Adhesion/Stickiness3%