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Swamp Cooler Pads

Maybe

An estimated 0.6% of orders come back. But buyers convert on only 1.4% of searches, so Swamp Cooler Pads is a Maybe.

Flapen Score
61
61 / 100
Top 9% of 8,101 Sports & Outdoors niches · +14 vs the category median of 47
Market size
$80K/yr108K searches / yr
90-day growth
+92.2%search demand this quarter
Competition
41%top-5 click share · 21 brands · 132 sellers

Flapen Score

Swamp Cooler Pads against its category

The dotted line is the Sports & Outdoors average. Past it, Swamp Cooler Pads is stronger. Inside it, weaker.

61Maybe
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The Swamp Cooler Pads market on Amazon at a glance

Shoppers on Amazon United States searched for Swamp Cooler Pads 108K times last year and spent an estimated $80K. The top 5 brands take 69% of clicks. Demand peaks in Mar–May–Jun–Jul. Flapen scores it 61 out of 100, a Maybe.

01 · Demand

An estimated 1.4% of those searches ended in a purchase.

Shoppers searched for this 108K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 1.4% of those searches ended in a purchase. Searches in the last 90 days moved +92.2% against the 90 days before. Searches, conversion and average price together put the market at an estimated $80K a year.

Searches, last 12 months
108K
Growth, 90 days vs prior 90
+92.2%
Conversion, latest week
1.4%
Market size, estimated
$80Ka year
Peak month
June24.6× the quietest month
Top search term
swamp cooler pads55K searches a year

02 · Price

A sale here is worth $52.31.

Listings sell for $52.31 on average, from $9.03 to $118.19. Amazon reports units sold in ranges. This niche sold 2K to 2K a year. The average listing sells 0 to 100 of them. At $52.31 that is $0 to $5K a year per listing.

Average price
$52.31inside the $15 to $100 sweet spot
Price range
$9.03–$118.19
Amazon United States median price
$24.38across 115,062 niches
Units sold a year
2K–2K
Units per listing a year
0–100
Revenue per listing a year
$0–$5K
Returns
0.6%of orders · Amazon United States median 2.1%

03 · Entry bar

The bar here is low.

61% of listings pay for placement with sponsored ads. 19% ship with Prime. On an average day, 6.9% of listings are out of stock. The average listing ranks #3,286 within Camp Kitchen. It carries 208 reviews at 4.53 stars, so a new listing needs social proof before a better product.

Sponsored listings
61%
Prime listings
19%
Out of stock, average day
6.9%
Average rank
#3,286in Camp Kitchen
Average rating
4.53 starsAmazon United States average 4.42 stars
Average reviews
208per listing
Listings tracked
36

04 · Newcomers

1 of last year's 3 launches cleared the first-year sales bar.

3 products launched here in the last 12 months. 1 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 59 months on average, so the names here are settling in.

Launched, last 12 months
3
Successful launches
1Amazon's first-year sales bar
Average brand age
59 months

Products

Top Swamp Cooler Pads products & what they sell for

The products selling here, as shoppers see them on Amazon. Shelf share and sales are our estimates.

Prices and ratings read from Amazon on Jul 24, 2026. The live listing can differ.

Competition

Competition: brands, sellers & click share

The top 5 products take an estimated 41% of clicks. Leaders hold, but buyers still shop past them.

$0$3K$6K$10K$13K1101001K10K Review Count Sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)2 products missing review or click data not plotted

Brands

21 rising

Sellers

132

Est. top-5 brand share

69%

Top 20: 99%

Est. top-5 click share

41%

Top 20: 82%

Open market

27%

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

Demand

Swamp Cooler Pads search demand

Weekly searches over the year, seasonality beneath. Pick a range.

8K6KSpike '25Spike '26SepDecMarJunAugNovMarMay

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

Search terms

Top Swamp Cooler Pads search terms shoppers use

The exact words shoppers type, with estimated yearly volume, growth, and conversion.

  • 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

Reviews and returns

What reviews say buyers love and hate about Swamp Cooler Pads

We read the reviews and the return reasons for every product selling here.

18%of positive reviews mention “Size-Overall”
32%of negative reviews mention “Size-Overall”
0.6%of orders come back
“Too big though Great”
A buyer, on “Size-Overall”32% of negative reviews mention the same topic

Every topic

Every topic buyers talk about, one row each.

Red shows the share of negative reviews and green the share of positive reviews, biggest topic first. Open a row to read what they wrote.

18 topics

NegativePositive

FAQ

Common Swamp Cooler Pads questions

Answered from the same tracked data.

Figures on this page are estimates modeled from public Amazon pages and third-party keyword data. Amazon does not supply them, and no connected seller's data is used. How we handle Amazon data