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Weak search conversion (1.4%) — this niche doesn't clear our bar today.

Market size 28Growth 24Conversion 17Competition 81Returns 26Price range 73Avg price 92Brand share 74Review moat 39Quality gap 47

Avg price

Great$21.91

avg listing price — sweet spot $15–$100

Competition

Great34%

top-5 click share — an open shelf

Brand share

Good61%

top-5 brand share — brands hold most of the demand

Price range

Good$6.71–$36.90

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

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Review moat

Okay2,628.91

avg incumbent reviews — the moat a new listing must climb

Market size

Okay$119K

$119K/yr · 393K searches

Returns

Okay5.9%

return rate — above 6% kills the launch gate

Growth

Bad-1.0%

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

Conversion

Bad1.4%

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

Competition

Clicks spread well past the top 5 (34% combined) — an open shelf where new products get seen.

Brands

28 falling

Sellers

97

Top-5 brand share

61%

Open market

35%

  • Nike17%
  • TELALEO15%
  • Runhit14%
  • Mizuno10%
  • Under Armour4%
  • G Gradual4%

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%$4K6%$7K9%$11K12%$14K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 65 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -1.0% search growth over the last 90 days.
13K8KPrime Day '24Spike '24Holiday '24Spike '25Prime Day '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Aug, Sep · busiest ÷ quietest = 3.3×

Reviews

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

What buyers love

Size-Overall25%

“Fits as expected”

Comfort-Overall19%

“It is comfortable”

Soft Feel10%

“Material is soft and comfortable”

Quality-Overall6%

“Excellent quality”

Stretchability/Expandability/Elasticity4%

“Nice stretch fits well”

Value For Money4%

“Good for price”

Exercise/Sports Suitability4%

“Best workout shorts”

Material Quality3%

“Amazing material”

Pockets/Compartments2%

“love the pockets”

Color2%

“color is accurate”

What buyers complain about

Size-Overall19%

“Not long enough”

Material Quality6%

“the material is not good”

Quality-Overall6%

“Lower quality, not free to return”

Transparency6%

“Its transparent”

Thickness4%

“a little thin”

Thin3%

“Thin material”

Smell2%

“Couldnt get past the chemical smell”

Comfort-Overall2%

“Its uncomfortable”

Thigh Fit2%

“I usually have issues with the thighs being too loose”

Stitch/Finish/Polish2%

“One seam was not aligned correctly for the stitching”

Top return reasons

Size-Overall50%
Length11%
Waist Fit8%
Material Quality5%
Thigh Fit5%
Inseam Fit4%
Thin4%
Advertised Vs Actual Product2%
Hip Fit1%
Transparency1%