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61

swamp cooler pads

Worth a look

Shows low returns (0.6%), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 20Growth 88Conversion 18Competition 74Returns 97Price range 77Avg price 92Brand share 60Review moat 90Quality gap 37

Returns

Incredible0.6%

return rate — above 5% kills the launch gate

Avg price

Great$52.31

avg listing price — sweet spot $15–$100

Review moat

Great208.19

avg incumbent reviews — the moat a new listing must climb

Growth

Great+92.2%

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

Price range

Great$9.03–$118.19

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

Competition

Good41%

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

Brand share

Good69%

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

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Market size

Bad$80K

$80K/yr · 108K searches

Conversion

Bad1.4%

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

According to Flapen's Amazon United States niche tracking, swamp cooler pads is a $80K/yr Amazon United States market (108K searches/yr). The top 5 brands hold 69% of demand. Demand peaks in Mar–May–Jun–Jul. Verdict: Worth a look — 61/100.

Data updated Jul 24, 2026 · scored weekly · How we score niches

swamp cooler pads market data

Units sold / yr
2K–2K
avg 0–100/product
Revenue / yr
$78K–$105K
units × avg price
Conversion rate
1.4%
Avg BSR
#3,286
Page quality
0%
Prime
19%
Sponsored
61%
Out of stock
6.9%
Avg brand age
59 months
Avg seller age
158 days

Competition & brand share

The top 5 products take 41% of clicks — established leaders, but buyers still shop beyond them.

Brands

21 rising

Sellers

132

Top-5 brand share

69%

Top 20: 99%

Top-5 click share

41%

Top 20: 82%

Open market

27%

  • Dial29%
  • Champion22%
  • Mastercool7%
  • Dial Manufacturing6%
  • YTBDDHYUE5%
  • SereneLife4%

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +92.2% search growth over the last 90 days.
8K6KSpike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Mar, May, Jun, Jul · busiest ÷ quietest = 24.6×

Top swamp cooler pads search terms

  • swamp cooler pads55K/yr
  • evaporative cooler pads25K/yr
  • bonaire durango evaporative cooler pads8K/yr
  • swamp cooler filter pads4K/yr
  • bonaire swamp cooler pads5K/yr
  • cooler pads5K/yr
  • swamp cooler replacement pads3K/yr
  • swamp cooler pad3K/yr
All search terms

Top swamp cooler pads products on Amazon

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%4%$3K8%$6K12%$10K16%$13K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)2 products missing review or click data not plotted

All 24 tracked products in this niche — three views at once, no toggling.

What buyers say about swamp cooler pads

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

What buyers love

Size-Overall18%

“Perfect fit, It's like having a new cooler”

Filtration16%

“This is really effective for my aquarium filters”

Quality-Overall13%

“Great quality”

Advertised Vs Actual Product11%

“are just as advertised”

Value For Money10%

“be far more affordable”

Ease Of Cleaning5%

“Cleans the water very well”

Ease Of Use4%

“useful”

Efficiency3%

“Worked great”

Smell3%

“They smell so nice when you get a new pad”

Eco Friendliness2%

“Works great as biofiltration”

What buyers complain about

Size-Overall32%

“Too big though Great”

Value For Money13%

“Too much money for the amount received”

Thickness8%

“Not one inch thick”

Functionality-Overall7%

“They simply do not work”

Quality-Overall6%

“Garbage, dont buy”

Adhesion/Stickiness5%

“Foamed up bad”

Moist/Dry5%

“had to be soaked prior to use”

Smell3%

“The smell was is so bad I developed a severe headache”

Ease Of Cleaning2%

“A little hard to clean”

Ease Of Use2%

“beware once in use”

Top return reasons

Size-Overall52%
Filtration13%
Advertised Vs Actual Product8%
Thickness4%
Defective Material/Parts4%
Material Quality3%
Functionality-Overall2%
Compatibility-Overall2%
Thin2%
Value For Money2%

Common questions

Is swamp cooler pads profitable to sell on Amazon United States?
The niche generates $80K/yr across 36 tracked products. 1 of 3 products launched in the last 360 days are still selling. 90-day search growth is +92.2%. Flapen's verdict: Worth a look (61/100).
How competitive is the swamp cooler pads niche?
21 brands and 132 sellers compete. The top 5 products take 41% of clicks and top 5 brands hold 69% of demand.
What do buyers complain about in swamp cooler pads?
Top complaints mined from reviews: Size-Overall, Value For Money, Thickness. The return rate is 0.6%.
When does demand for swamp cooler pads peak?
Demand peaks in Mar–May–Jun–Jul; the busiest month runs 24.6× the quietest.
What does it cost to enter the swamp cooler pads niche?
Listings span $9.03–$118.19; the average listing price is $52.31 (sweet spot $15–$100). The average incumbent carries 208 reviews — the moat a new listing must climb.