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53

mop pads

Worth a look

Shows searches that convert (21.7% search→purchase), but brand-locked demand (top 5 brands take 95% of clicks) keeps it on the watch list.

Market size 97Growth 24Conversion 100Competition 18Returns 98Price range 64Avg price 77Brand share 12Review moat 16Quality gap 32

Conversion

Incredible21.7%

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

Returns

Incredible0.4%

return rate — above 6% kills the launch gate

Market size

Incredible$4.9M

$4.9M/yr · 1.4M searches

Avg price

Great$15.82

avg listing price — sweet spot $15–$100

Price range

Good$7.25–$28.54

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Growth

Bad-2.9%

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

Competition

Bad78%

top-5 click share — a locked-up shelf

Review moat

Bad20,357.31

avg incumbent reviews — the moat a new listing must climb

Brand share

Bad95%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 78% of clicks — a locked-up shelf that new listings rarely crack.

Brands

7 rising

Sellers

116

Top-5 brand share

95%

Open market

2%

  • Swiffer55%
  • Amazon Basics31%
  • NXPPYY3%
  • HOMEXCEL3%
  • Chyodi3%
  • YHOVID3%
  • Open — no brand owns it (1 brand, 2%)

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%$488K20%$976K30%$1.5M40%$2.0M1001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 13 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -2.9% search growth over the last 90 days.
80K60KPrime Day '24Spike '24Prime Day '25Spike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Feb, Mar · busiest ÷ quietest = 2.7×

Reviews

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

What buyers love

Ease Of Cleaning20%

“Cleans like a dream”

Quality-Overall15%

“Excellent product”

Value For Money15%

“less expensive”

Ease Of Use8%

“Easy to remove”

Smell7%

“Clean scent”

Advertised Vs Actual Product7%

“As described”

Efficiency6%

“They do the job”

Size-Overall3%

“Fits well”

Absorbency2%

“They are absorbent”

Durability2%

“The pads are pretty durable”

What buyers complain about

Size-Overall11%

“they are too small”

Leak-Proof8%

“Leaked”

Ease Of Cleaning7%

“harder to clean as a result”

Value For Money7%

“over priced”

Smell6%

“Scent is too strong”

Quality-Overall6%

“Not good quality”

Adhesion/Stickiness6%

“DOESNT STICK AS ADVERTISED”

Moist/Dry5%

“Not very moist”

Thickness5%

“Not very thick”

Advertised Vs Actual Product5%

“Misleading description”

Top return reasons

Leak-Proof37%
Size-Overall17%
Advertised Vs Actual Product8%
Smell7%
Moist/Dry7%
Value For Money4%
Wet Cleaning3%
Adhesion/Stickiness3%
Compatibility-Overall2%
Functionality-Overall2%