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Muffin Fan

Fail

The top 5 brands take 96% of clicks, so Muffin Fan is a Fail.

Flapen Score
38
38 / 100
Ranks 5,797 of 8,347 Electronics niches · −5 vs the category median of 43
Market size
$114K/yr98K searches / yr
90-day growth
-12.4%search demand this quarter
Competition
48%top-5 click share · 8 brands · 13 sellers

Flapen Score

Muffin Fan against its category

The dotted line is the Electronics average. Past it, Muffin Fan is stronger. Inside it, weaker.

38Fail
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The Muffin Fan market on Amazon at a glance

Shoppers on Amazon United States searched for Muffin Fan 98K times last year and spent an estimated $114K. The top 5 brands take 96% of clicks. Demand peaks in Feb–Jul. Flapen scores it 38 out of 100, a Fail.

01 · Demand

An estimated 2.6% of those searches ended in a purchase.

Shoppers searched for this 98K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 2.6% of those searches ended in a purchase. Searches in the last 90 days moved -12.4% against the 90 days before. Searches, conversion and average price together put the market at an estimated $114K a year.

Searches, last 12 months
98K
Growth, 90 days vs prior 90
-12.4%
Conversion, latest week
2.6%
Market size, estimated
$114Ka year
Peak month
February1.8× the quietest month
Top search term
cabinet fan22K searches a year

02 · Price

A sale here is worth $44.81.

Listings sell for $44.81 on average, from $9.94 to $139.07. Amazon reports units sold in ranges. This niche sold 3K to 3K a year. The average listing sells 0 to 100 of them. At $44.81 that is $0 to $4K a year per listing.

Average price
$44.81inside the $15 to $100 sweet spot
Price range
$9.94–$139.07
Amazon United States median price
$24.38across 115,062 niches
Units sold a year
3K–3K
Units per listing a year
0–100
Revenue per listing a year
$0–$4K
Returns
3.4%of orders · Amazon United States median 2.1%

03 · Entry bar

The bar here is ads and reviews.

100% of listings pay for placement with sponsored ads. 100% ship with Prime. On an average day, 4.5% of listings are out of stock. The average listing ranks #154 within Internal Components. It carries 2,125 reviews at 4.59 stars, so a new listing needs social proof before a better product.

Sponsored listings
100%
Prime listings
100%
Out of stock, average day
4.5%
Average rank
#154in Internal Components
Average rating
4.59 starsAmazon United States average 4.42 stars
Average reviews
2,125per listing
Listings tracked
31

04 · Newcomers

0 of last year's 2 launches cleared the first-year sales bar.

2 products launched here in the last 12 months. 0 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 47 months on average, so the names here are settling in.

Launched, last 12 months
2
Successful launches
0Amazon's first-year sales bar
Average brand age
47 months

Products

Top Muffin Fan 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 21, 2026. The live listing can differ.

Competition

Competition: brands, sellers & click share

The top 5 products take an estimated 48% of clicks. Leaders hold, but buyers still shop past them.

$0$5K$9K$14K$18K1101001K10K100K Review Count Sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

Brands

8 falling

Sellers

13

Est. top-5 brand share

96%

Top 20: 100%

Est. top-5 click share

48%

Top 20: 89%

Open market

2%

  • AC Infinity76%
  • Easy Cloud9%
  • HuseWming5%
  • SCCCF5%
  • Wathai2%
  • Nalle2%
  • Open — no brand owns it (2 brands, 2%)

Demand

Muffin Fan search demand

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

5K3KSpike '25Prime Day '25Holiday '25Spike '26DecMarJunAugNovMarMay

Peak months: Feb, Jul · busiest ÷ quietest = 1.8×

Search terms

Top Muffin Fan search terms shoppers use

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

  • cabinet fan22K/yr
  • cabinet fans for electronics10K/yr
  • axial fan10K/yr
  • cabinet cooling fan7K/yr
  • muffin fan9K/yr
  • electronic cooling fans15K/yr
  • electronics fan4K/yr
  • ac infinity airplate4K/yr
  • av cabinet cooling fan5K/yr
  • cabinet fans4K/yr

Reviews and returns

What reviews say buyers love and hate about Muffin Fan

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

19%of positive reviews mention “Quality-Overall”
27%of negative reviews mention “Noise Level”
3.4%of orders come back
“Way too loud”
A buyer, on “Noise Level”27% 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.

17 topics

NegativePositive

FAQ

Common Muffin Fan 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