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school bus costume

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A small market ($25K/yr) — this niche doesn't clear our bar today.

Market size 6Growth 14Conversion 20Competition 18Returns 6Price range 93Avg price 95Brand share 18Review moat 96Quality gap 90

Review moat

Incredible72

avg incumbent reviews — the moat a new listing must climb

Avg price

Incredible$28.99

avg listing price — sweet spot $15–$100

Price range

Great$14.08–$45.77

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

Quality gap

Great4.1★

avg incumbent rating — lower means beatable quality

Conversion

Bad1.6%

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

Competition

Bad78%

top-5 click share — a locked-up shelf

Brand share

Bad93%

top-5 brand share — brand-locked demand

Growth

Bad-22.8%

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

Market size

Bad$25K

$25K/yr · 53K searches

Returns

Bad10.5%

return rate — above 6% kills the launch gate

Competition

The top 5 products capture 78% of clicks — a locked-up shelf that new listings rarely crack.

Brands

10 rising

Sellers

11

Top-5 brand share

93%

Open market

7%

  • Fun Costumes40%
  • Simgoing26%
  • Lazy School Bus Halloween Costume10%
  • YUWXII6%
  • Seasons5%
  • GRNUS5%
  • Open — no brand owns it (4 brands, 7%)

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%10%$2K20%$5K30%$7K40%$10K1101001K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)1 product missing review or click data not plotted

All 13 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -22.8% search growth over the last 90 days.
7K5KSpike '24Spike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Sep, Oct, Nov · busiest ÷ quietest = 38.8×

Reviews

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

What buyers love

Quality-Overall42%

“Very reasonable price for a quality hat”

Value For Money11%

“For the price you really cant beat it”

Size-Overall10%

“Good Fit”

Advertised Vs Actual Product5%

“Better than expected & worth it”

Exercise/Sports Suitability5%

“My TK class also loved it”

Comfort-Overall3%

“Honestly, while I'm a pratt and, yes, this was a Dad-joke-thing, it turned out to be quite comfortable and well made”

Design-Overall3%

“very stylish, with a cute little snapped design on the front”

What buyers complain about

Size-Overall41%

“Size Runs very small”

Quality-Overall18%

“Looks cheap”

Advertised Vs Actual Product5%

“I was worried it wouldnt look like the picture”

Leather Quality3%

“I was surprised the brim was a little more faux leather than expected”

Comfort-Overall3%

“doesn't feel nice to hold or wear”

Thickness3%

“The bill is a thick”

Strap/String Quality3%

“There is also no adjustable strap as the description says”

Material Quality3%

“cheap material”

Top return reasons

Size-Overall69%
Advertised Vs Actual Product5%
Shape/Style5%
Quality-Overall3%
Strap/String Quality2%
Material Quality2%
Length2%
Defective Material/Parts2%
Functionality-Overall1%
Product Condition1%