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55

womens ball cap

Worth a look

Shows a fragmented shelf (top 5 take 20% of clicks), but weak search conversion (0.8%) keeps it on the watch list.

Market size 17Growth 69Conversion 10Competition 95Returns 37Price range 74Avg price 79Brand share 95Review moat 24Quality gap 47

Competition

Great20%

top-5 click share — an open shelf

Brand share

Incredible38%

top-5 brand share — no brand owns this niche

Avg price

Great$16.60

avg listing price — sweet spot $15–$100

Price range

Good$7.49–$36.56

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

Growth

Good+50.6%

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

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Returns

Okay4.5%

return rate — above 6% kills the launch gate

Review moat

Bad5,058.02

avg incumbent reviews — the moat a new listing must climb

Market size

Bad$67K

$67K/yr · 507K searches

Conversion

Bad0.8%

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

Competition

Clicks spread well past the top 5 (20% combined) — an open shelf where new products get seen.

Brands

62 falling

Sellers

208

Top-5 brand share

38%

Open market

58%

  • adidas15%
  • KBETHOS7%
  • Amazon Essentials7%
  • Enwokran5%
  • MEINICY5%
  • American Trends4%

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%2%$1K4%$3K6%$4K8%$5K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 105 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +50.6% search growth over the last 90 days.
15K10KSpike '24Spike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: May, Jun, Jul · busiest ÷ quietest = 2.2×

Reviews

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

What buyers love

Size-Overall23%

“fits like a glove”

Quality-Overall17%

“Excellent product”

Value For Money9%

“Great Deal”

Color8%

“Color is good”

Comfort-Overall8%

“Comfortable to wear”

Advertised Vs Actual Product5%

“As advertised”

Adjustability/Rotatability/Reclining3%

“Easy to adjust”

Shape/Style3%

“flattering on”

Material Quality3%

“Good materials”

Weight Light2%

“Its also very lightweight and breathable”

What buyers complain about

Size-Overall33%

“Run short”

Quality-Overall7%

“Cheaply made”

Material Quality6%

“Stiff material”

Shape/Style5%

“Odd shape”

Color3%

“my problem is that the colour fades quickly”

Wrinkles3%

“Came all wrinkled”

Advertised Vs Actual Product2%

“False description”

Value For Money2%

“a little pricey”

Comfort-Overall2%

“Uncomfortable Fit”

Stitch/Finish/Polish2%

“It almost looks like they removed the sewn in label, leaving threads hanging and the lining damaged”

Top return reasons

Size-Overall63%
Color6%
Shape/Style6%
Material Quality5%
Advertised Vs Actual Product4%
Quality-Overall3%
Length2%
Value For Money2%
Strength1%
Width1%