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56

dry sweeping cloths

Worth a look

Shows searches that convert (22.7% search→purchase), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 96Growth 17Conversion 100Competition 50Returns 98Price range 48Avg price 58Brand share 27Review moat 19Quality gap 30

Conversion

Incredible22.7%

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

Returns

Incredible0.5%

return rate — above 6% kills the launch gate

Market size

Incredible$3.0M

$3.0M/yr · 1.0M searches

Avg price

Good$12.90

avg listing price — sweet spot $15–$100

Competition

Good55%

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

Price range

Okay$6.58–$22.72

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Brand share

Okay89%

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

Review moat

Bad15,247.26

avg incumbent reviews — the moat a new listing must climb

Growth

Bad-15.3%

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

Competition

The top 5 products take 55% of clicks — established leaders, but buyers still shop beyond them.

Brands

10 rising

Sellers

79

Top-5 brand share

89%

Open market

8%

  • Swiffer61%
  • Amazon Basics12%
  • Domudy7%
  • HOMEXCEL5%
  • UNIMADE4%
  • AIR U+4%
  • Open — no brand owns it (4 brands, 8%)

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%5%$150K10%$299K15%$449K20%$599K101001K10K100K 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 — -15.3% search growth over the last 90 days.
25K15KPrime Day '24Spike '24Spike '25Prime Day '25Black Friday '25Spike '26SepDecMarJunAugNovMarMay

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

Reviews

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

What buyers love

Value For Money22%

“Less expensive”

Ease Of Cleaning18%

“cleans up really well”

Quality-Overall15%

“Excellent product”

Ease Of Use7%

“Very handy”

Advertised Vs Actual Product5%

“As Advertised”

Efficiency4%

“Does the job”

Size-Overall4%

“Fit good”

Smell4%

“have no weird smell”

Durability2%

“and durable”

Thickness2%

“They feel thick enough to trap debris without falling apart”

What buyers complain about

Thickness19%

“Not as thick as the brand name product”

Quality-Overall14%

“It is low quality”

Ease Of Cleaning7%

“not for a true clean on all surfaces”

Smell7%

“Many people probably like this artificial smell”

Functionality-Overall5%

“Didnt work for me”

Value For Money4%

“TOTAL WASTE OF MONEY”

Size-Overall4%

“this falls short”

Advertised Vs Actual Product4%

“False advertising”

Strength3%

“Cheap and flimsy”

Thin3%

“Too thin”

Top return reasons

Smell22%
Size-Overall20%
Advertised Vs Actual Product16%
Thin6%
Material Quality5%
Quality-Overall5%
Functionality-Overall5%
Value For Money4%
Moist/Dry2%
Thickness2%