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66

biker shorts women

Worth a look

Shows a fragmented shelf (top 5 take 23% of clicks), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 68Growth 88Conversion 22Competition 92Returns 35Price range 71Avg price 82Brand share 91Review moat 23Quality gap 53

Competition

Great23%

top-5 click share — an open shelf

Brand share

Great44%

top-5 brand share — no brand owns this niche

Growth

Great+92.6%

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

Avg price

Great$17.65

avg listing price — sweet spot $15–$100

Price range

Good$5.94–$37.43

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

Market size

Good$683K

$683K/yr · 2.2M searches

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Returns

Okay4.8%

return rate — above 6% kills the launch gate

Review moat

Bad7,116.03

avg incumbent reviews — the moat a new listing must climb

Conversion

Bad1.8%

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

Competition

Clicks spread well past the top 5 (23% combined) — an open shelf where new products get seen.

Brands

47 falling

Sellers

58

Top-5 brand share

44%

Open market

52%

  • FULLSOFT12%
  • Leafigure11%
  • wirarpa11%
  • CRZ YOGA8%
  • Jockey4%
  • CHRLEISURE3%

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%3%$21K6%$41K9%$62K12%$82K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 74 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +92.6% search growth over the last 90 days.
400K300KPrime Day '24Spike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jul, Aug, Oct · busiest ÷ quietest = 2.8×

Reviews

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

What buyers love

Size-Overall22%

“Fits as expected”

Comfort-Overall19%

“so comfortable to wear”

Soft Feel13%

“Buttery Soft”

Quality-Overall5%

“Great quality and so easy to move around in”

Value For Money5%

“Great Deal”

Pockets/Compartments5%

“deep pockets”

Material Quality3%

“Smooth material”

Stretchability/Expandability/Elasticity3%

“Great stretch”

Exercise/Sports Suitability2%

“Great workout shorts”

Advertised Vs Actual Product2%

“As advertised”

What buyers complain about

Size-Overall16%

“size down”

Transparency8%

“SEE THROUGH”

Thickness7%

“Way to thin of material”

Material Quality5%

“the material is not good”

Smell5%

“Weird Smell”

Quality-Overall5%

“Average quality”

Thin3%

“Thin Material”

Thigh Fit2%

“They tend to go a bit up my thigh”

Comfort-Overall2%

“Very uncomfortable”

Pockets/Compartments1%

“no pockets”

Top return reasons

Size-Overall45%
Length10%
Material Quality7%
Thin7%
Waist Fit6%
Thigh Fit4%
Inseam Fit4%
Transparency3%
Advertised Vs Actual Product2%
Quality-Overall1%