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Machine Clean

Maybe

The products selling today average only 3.1★. But the top 5 products take 82% of clicks, so Machine Clean is a Maybe.

Flapen Score
53
53 / 100
Top 31% of 7,287 Automotive niches · +4 vs the category median of 49
Market size
$201K/yr260K searches / yr
90-day growth
+13.1%search demand this quarter
Competition
82%top-5 click share · 8 brands · 12 sellers

Flapen Score

Machine Clean against its category

The dotted line is the Automotive average. Past it, Machine Clean is stronger. Inside it, weaker.

53Maybe
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The Machine Clean market on Amazon at a glance

Shoppers on Amazon United States searched for Machine Clean 260K times last year and spent an estimated $201K. The top 5 brands take 89% of clicks. Demand peaks in Mar–Apr–May–Aug. Flapen scores it 53 out of 100, a Maybe.

01 · Demand

An estimated 4.8% of those searches ended in a purchase.

Shoppers searched for this 260K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 4.8% of those searches ended in a purchase. Searches in the last 90 days moved +13.1% against the 90 days before. Searches, conversion and average price together put the market at an estimated $201K a year.

Searches, last 12 months
260K
Growth, 90 days vs prior 90
+13.1%
Conversion, latest week
4.8%
Market size, estimated
$201Ka year
Peak month
August5.7× the quietest month
Top search term
machine clean107K searches a year

02 · Price

A sale here is worth $16.24.

Listings sell for $16.24 on average, from $9.81 to $26.28. Amazon reports units sold in ranges. This niche sold 10K to 13K a year. The average listing sells 500 to 750 of them. At $16.24 that is $8K to $12K a year per listing.

Average price
$16.24inside the $15 to $100 sweet spot
Price range
$9.81–$26.28
Amazon United States median price
$24.38across 115,062 niches
Units sold a year
10K–13K
Units per listing a year
500–750
Revenue per listing a year
$8K–$12K
Returns
0.4%of orders · Amazon United States median 2.1%

03 · Entry bar

The bar here is ads.

100% of listings pay for placement with sponsored ads. 45% ship with Prime. On an average day, 34.4% of listings are out of stock. The average listing ranks #455 within Exterior Care. It carries 721 reviews at 3.14 stars, so a new listing needs social proof before a better product.

Sponsored listings
100%
Prime listings
45%
Out of stock, average day
34.4%
Average rank
#455in Exterior Care
Average rating
3.14 starsAmazon United States average 4.42 stars
Average reviews
721per listing
Listings tracked
11

04 · Newcomers

1 of last year's 7 launches cleared the first-year sales bar.

7 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
7
Successful launches
1Amazon's first-year sales bar
Average brand age
59 months

Products

Top Machine Clean products & what they sell for

Every tracked product: its share of the shelf, its reviews, and its price.

Sign in to see the products

The products selling in this niche are for signed-in readers. Every market figure above stays open to everyone.

Competition

Competition: brands, sellers & click share

The top 5 products take 82% of clicks. A locked shelf that new listings rarely crack.

Brands

8 rising

Sellers

12

Top-5 brand share

89%

Top 20: 100%

Top-5 click share

82%

Top 20: 100%

Open market

5%

  • Brand 131%
  • Brand 229%
  • Brand 314%
  • Brand 49%
  • Brand 57%
  • Brand 66%
  • Open — no brand owns it (2 brands, 5%)

Demand

Machine Clean search demand

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

13K8KSpike '25Spike '26JunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Mar, Apr, May, Aug · busiest ÷ quietest = 5.7×

Search terms

Top Machine Clean search terms shoppers use

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

  • machine clean107K/yr
  • 13 supplies machine clean37K/yr
  • machine clean 1320K/yr
  • machine clean spray25K/yr
  • acid machine clean 1316K/yr
  • acid machine clean28K/yr
  • 13 supplies machine clean spray3K/yr
  • 13 supplies acid machine clean14K/yr
  • machine clean 13 supplies7K/yr
  • 13 machine clean spray2K/yr

Reviews and returns

What reviews say buyers love and hate about Machine Clean

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

25%of positive reviews mention “Ease Of Cleaning”
17%of negative reviews mention “Size-Overall”
0.4%of orders come back
“Bottles were smaller than expected”
A buyer, on “Size-Overall”17% 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.

16 topics

NegativePositive

FAQ

Common Machine Clean questions

Answered from the same tracked data.