Train Shirt
FailShoppers spend an estimated $16K a year here, so Train Shirt is a Fail.
- Flapen Score
- 46 / 100Top 46% of 16,930 Clothing, Shoes & Jewelry niches · +1 vs the category median of 4546
- 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.
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
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 8, 2026. The live listing can differ.
Top sellers
by estimated 90-day click share
Zcaynger Toddler Baby Boy Girl T Shirt Cotton Summer Train Short Sleeve Crew Neck Undershirts T Shirts Black
- Price
- $11.97
- Rating
- 4.1/5
- Reviews
- 17
- Age
- 10mo ago

Unordinary Toddler 2nd Birthday Shirt boy Chugga Chugga Two Two Train im 2 Years Old Second Birthday Tshirt (US Age 3 Years Charcoal Black)
- Price
- $12.96
- Rating
- 4.8/5
- Reviews
- 2,447
- Age
- 6y ago

ZOELNIC Toddler Boy 3rd Birthday Shirt 3 Year Old Short Sleeve 2-Sided Train Print Cotton T-Shirt 3T A-Blue
- Price
- $14.05
- Rating
- 4.8/5
- Reviews
- 46
- Age
- 6mo ago

GGBNOMER Toddler Baby Boy Summer Clothes Waffle Truck Embroidery Short Sleeve Tops T-Shirt and Shorts Sets Cute 2Pcs Outfits (Cute Blue 2-3T)
- Price
- $13.85
- Rating
- 4.6/5
- Reviews
- 104
- Age
- 7mo ago

Kachibud Toddler Boys Shirts Cotton T-Shirts Grey Round Neck Short Sleeve Tops Trains Lover Just A Boy Who Love Trains Kids Tees 3T
- Price
- $10.28
- Rating
- 4.8/5
- Reviews
- 40
- Age
- 7mo ago
Trending
estimated 90-day click momentum
Kachibud Toddler Boys Trains Shirts Cotton Grey Round Neck Short Sleeve Choo Choo Locomotive Kids T-Shirts 4T
- Price
- $10.49
- Rating
- 5.0/5
- Reviews
- 23
- Age
- 3mo ago

Kachibud Toddler Shirts Boys Cotton Grey Round Neck Short Sleeve Choo Choo Classic Locomotive Kids Trains T-Shirts 6T
- Price
- $10.16
- Rating
- 5.0/5
- Reviews
- 23
- Age
- 3mo ago

GGBNOMER Toddler Baby Boy Summer Clothes Waffle Truck Embroidery Short Sleeve Tops T-Shirt and Shorts Sets Cute 2Pcs Outfits (Cute Blue 2-3T)
- Price
- $13.85
- Rating
- 4.6/5
- Reviews
- 104
- Age
- 7mo ago

Zcaynger Toddler Baby Boy Girl T Shirt Cotton Summer Train Short Sleeve Crew Neck Undershirts T Shirts Black
- Price
- $11.97
- Rating
- 4.1/5
- Reviews
- 17
- Age
- 10mo ago

KtwHarnu Toddler Baby Boy Summer Clothes Train Engine Embroidery Short Sleeve T Shirt Plaid Shorts Set Infant 2 Piece Outfit (Blue 3-4 Years)
- Price
- $15.45
- Rating
- 4.8/5
- Reviews
- 11
- Age
- 1y ago
Newest
by launch date
Kachibud Toddler Shirts Boys Cotton Grey Round Neck Short Sleeve Choo Choo Classic Locomotive Kids Trains T-Shirts 6T
- Price
- $10.16
- Rating
- 5.0/5
- Reviews
- 23
- Age
- 3mo ago

Kachibud Toddler Boys Trains Shirts Cotton Grey Round Neck Short Sleeve Choo Choo Locomotive Kids T-Shirts 4T
- Price
- $10.49
- Rating
- 5.0/5
- Reviews
- 23
- Age
- 3mo ago

ZOELNIC Toddler Boy 3rd Birthday Shirt 3 Year Old Short Sleeve 2-Sided Train Print Cotton T-Shirt 3T A-Blue
- Price
- $14.05
- Rating
- 4.8/5
- Reviews
- 46
- Age
- 6mo ago

GGBNOMER Toddler Baby Boy Summer Clothes Waffle Truck Embroidery Short Sleeve Tops T-Shirt and Shorts Sets Cute 2Pcs Outfits (Cute Blue 2-3T)
- Price
- $13.85
- Rating
- 4.6/5
- Reviews
- 104
- Age
- 7mo ago

Kachibud Toddler Boys Shirts Cotton T-Shirts Grey Round Neck Short Sleeve Tops Trains Lover Just A Boy Who Love Trains Kids Tees 3T
- Price
- $10.28
- Rating
- 4.8/5
- Reviews
- 40
- Age
- 7mo ago
Competition
Competition: brands, sellers & click share
The top 5 products take an estimated 40% of clicks, no more. An open shelf where new products get seen.
Brands
24 falling
Sellers
22
Est. top-5 brand share
57%
Top 20: 95%
Est. top-5 click share
40%
Top 20: 75%
Open market
38%
- Kachibud20%
- Zcaynger19%
- Unordinary Toddler7%
- ZOELNIC6%
- GGBNOMER6%
- AIWUHE5%
Demand
Train Shirt search demand
Weekly searches over the year, seasonality beneath. Pick a range.
Peak months: Dec · busiest ÷ quietest = 3.8×
Search terms
Top Train Shirt search terms shoppers use
The exact words shoppers type, with estimated 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.
“Size was 2 off”
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
Keep looking
Related niches
Niches in the same category that score near this one. Research these next.
Best Flapen score
The highest-scoring niches we track right now, across every category.
FAQ
Common Train Shirt 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









