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32

girls button down shirt

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High returns (11.8%) — this niche doesn't clear our bar today.

Market size 4Growth 41Conversion 8Competition 70Returns 1Price range 56Avg price 63Brand share 23Review moat 45Quality gap 30

Competition

Good43%

top-5 click share — leaders hold, buyers still browse

Avg price

Good$13.62

avg listing price — sweet spot $15–$100

Price range

Good$8.28–$23.47

cheapest to priciest tracked listing — scored on the share inside $15–$100

Review moat

Okay1,951.13

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+12.4%

90-day search growth — must beat 0% to launch

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Brand share

Bad91%

top-5 brand share — brand-locked demand

Conversion

Bad0.6%

search→purchase rate — share of searches ending in a sale

Market size

Bad$17K

$17K/yr · 204K searches

Returns

Bad11.8%

return rate — above 6% kills the launch gate

Competition

The top 5 products take 43% of clicks — established leaders, but buyers still shop beyond them.

Brands

9 falling

Sellers

22

Top-5 brand share

91%

Open market

5%

  • Haloumoning35%
  • ZDC30%
  • French Toast13%
  • The Children's Place8%
  • SOLOCOTE5%
  • Vrmradore4%
  • Open — no brand owns it (3 brands, 5%)

Product shelf

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%5%$84810%$2K15%$3K20%$3K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 39 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 97 weeks — +12.4% search growth over the last 90 days.
7K5KSpike '24Holiday '24Spike '25Holiday '25Spike '26DecMarJunAugNovMarMay

Peak months: Oct · busiest ÷ quietest = 2.3×

Reviews

What buyers praise and complain about, mined from review topics.

What buyers love

Size-Overall28%

“Fit well”

Quality-Overall26%

“Beautiful quality”

Soft Feel7%

“So soft”

Comfort-Overall4%

“Comfortable”

Washability3%

“made to last many wash/dry cycles”

Material Quality3%

“My daughter loves the airy material”

Transparency3%

“Light and feels silky its a bit flowy and see through”

Wrinkle3%

“Nicely fitting, doesn't wrinkle eas”

Value For Money2%

“this shirt is a great value”

Advertised Vs Actual Product1%

“Looks like the pictures in the listing”

What buyers complain about

Color16%

“Not White”

Size-Overall15%

“Didnt fit as expected”

Transparency8%

“WOW it is completely see through”

Thickness7%

“Super thin and see through”

Value For Money6%

“Wish it didnt cost so much”

Thin6%

“Too thin to wear”

Advertised Vs Actual Product3%

“Not form fitting as in the picture”

Length3%

“long and loose fitting”

Material Quality2%

“just be aware the material is pretty slinky microfiber. but it is barely thick enough to not be totally sheer”

Arm Fit1%

“your child might start complaining about the arms”

Top return reasons

Size-Overall56%
Sleeve Fit7%
Material Quality6%
Length5%
Chest Fit5%
Thin3%
Color3%
Transparency2%
Arm Fit2%
Advertised Vs Actual Product2%