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Train Shirt

Fail

Shoppers spend an estimated $16K a year here, so Train Shirt is a Fail.

Flapen Score
46
46 / 100
Top 46% of 16,930 Clothing, Shoes & Jewelry niches · +1 vs the category median of 45
Market size
$16K/yr69K searches / yr
90-day growth
+11.3%search demand this quarter
Competition
40%top-5 click share · 24 brands · 22 sellers

Flapen Score

Train Shirt against its category

The dotted line is the Clothing, Shoes & Jewelry average. Past it, Train Shirt is stronger. Inside it, weaker.

46Fail
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The Train Shirt market on Amazon at a glance

Shoppers on Amazon United States searched for Train Shirt 69K times last year and spent an estimated $16K. The top 5 brands take 57% of clicks. Demand peaks in Dec. Flapen scores it 46 out of 100, a Fail.

01 · Demand

An estimated 1.7% of those searches ended in a purchase.

Shoppers searched for this 69K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 1.7% of those searches ended in a purchase. Searches in the last 90 days moved +11.3% against the 90 days before. Searches, conversion and average price together put the market at an estimated $16K a year.

Searches, last 12 months
69K
Growth, 90 days vs prior 90
+11.3%
Conversion, latest week
1.7%
Market size, estimated
$16Ka year
Peak month
December3.8× the quietest month
Top search term
train shirt17K searches a year

02 · Price

A sale here is worth $13.36.

Listings sell for $13.36 on average, from $7.27 to $19.98. Amazon reports units sold in ranges. This niche sold 2K to 2K a year. The average listing sells 0 to 100 of them. At $13.36 that is $0 to $1K a year per listing.

Average price
$13.36under the $15 to $100 sweet spot
Price range
$7.27–$19.98
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–$1K
Returns
1.6%of orders · Amazon United States median 2.1%

03 · Entry bar

The bar here is low.

88% of listings pay for placement with sponsored ads. 98% ship with Prime. On an average day, 3.1% of listings are out of stock. The average listing ranks #21,910 within Baby Boys. It carries 419 reviews at 4.76 stars, so a new listing needs social proof before a better product.

Sponsored listings
88%
Prime listings
98%
Out of stock, average day
3.1%
Average rank
#21,910in Baby Boys
Average rating
4.76 starsAmazon United States average 4.42 stars
Average reviews
419per listing
Listings tracked
41

04 · Newcomers

2 of last year's 18 launches cleared the first-year sales bar.

18 products launched here in the last 12 months. 2 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 30 months on average, so a newcomer is not facing entrenched names.

Launched, last 12 months
18
Successful launches
2Amazon's first-year sales bar
Average brand age
30 months

Products

Top Train Shirt 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 only 40% of clicks. An open shelf where new products get seen.

Brands

24 falling

Sellers

22

Top-5 brand share

57%

Top 20: 95%

Top-5 click share

40%

Top 20: 75%

Open market

38%

  • Brand 120%
  • Brand 219%
  • Brand 37%
  • Brand 46%
  • Brand 56%
  • Brand 65%

Demand

Train Shirt search demand

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

4K3KPrime Day '24Holiday '24Spike '25Prime Day '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Dec · busiest ÷ quietest = 3.8×

Search terms

Top Train Shirt search terms shoppers use

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

  • train shirt17K/yr
  • train shirts for boys14K/yr
  • train shirts for men14K/yr
  • toddler train shirt9K/yr
  • train shirts7K/yr
  • train shirts for toddler boys4K/yr
  • train tshirt4K/yr

Reviews and returns

What reviews say buyers love and hate about Train Shirt

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

27%of positive reviews mention “Size-Overall”
20%of negative reviews mention “Size-Overall”
1.6%of orders come back
“Size was 2 off”
A buyer, on “Size-Overall”20% 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.

15 topics

NegativePositive

FAQ

Common Train Shirt questions

Answered from the same tracked data.