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26

fall dog sweater

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A small market ($0/yr) — this niche doesn't clear our bar today.

Market size 0Growth 72Conversion 0Competition 0Returns 28Price range 33Avg price 57Brand share 0Review moat 80Quality gap 38

Review moat

Great394.8

avg incumbent reviews — the moat a new listing must climb

Growth

Good+55.4%

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

Avg price

Good$12.89

avg listing price — sweet spot $15–$100

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Price range

Okay$7.56–$18.73

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

Returns

Okay5.6%

return rate — above 6% kills the launch gate

Market size

Bad$0

$0/yr · 137K searches

Conversion

Bad0.0%

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

Competition

Bad100%

top-5 click share — a locked-up shelf

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 100% of clicks — a locked-up shelf that new listings rarely crack.

Brands

4 rising

Sellers

5

Top-5 brand share

100%

Open market

0%

  • KOOLTAIL57%
  • CozyHaus16%
  • Fitwarm14%
  • JUOMIIEL13%

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%$020%$030%$040%$01001K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 5 tracked products in this niche — three views at once, no toggling.

Demand

Weekly Amazon search volume, last 26 weeks — +55.4% search growth over the last 90 days.
5K3KSpike '26Nov '25Dec '25Jan '26Feb '26Apr '26May '26Jun '26

Reviews

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

What buyers love

Size-Overall46%

“Perfect fit”

Color25%

“Would buy in more colors”

Quality-Overall13%

“Good quality”

Comfort-Overall8%

“He loves his sweater its comfortable”

Ease Of Use8%

“easy to put on”

What buyers complain about

Size-Overall100%

“too big”

Top return reasons

Size-Overall87%
Design-Overall7%
Value For Money7%