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51

custom pet sweatshirt

Worth a look

Shows low returns (0.1%), but soft demand (-62.1% this quarter) keeps it on the watch list.

Market size 3Growth 0Conversion 9Competition 73Returns 99Price range 83Avg price 95Brand share 70Review moat 97Quality gap 80

Returns

Incredible0.1%

return rate — above 6% kills the launch gate

Review moat

Incredible65.6

avg incumbent reviews — the moat a new listing must climb

Avg price

Incredible$39.68

avg listing price — sweet spot $15–$100

Price range

Great$7.39–$59.45

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

Quality gap

Great4.2★

avg incumbent rating — lower means beatable quality

Competition

Good41%

top-5 click share — leaders hold, buyers still browse

Brand share

Good63%

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

Conversion

Bad0.7%

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

Market size

Bad$13K

$13K/yr · 46K searches

Growth

Bad-62.1%

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

Competition

The top 5 products take 41% of clicks — established leaders, but buyers still shop beyond them.

Brands

15 rising

Sellers

15

Top-5 brand share

63%

Open market

30%

  • LullabyMall16%
  • Mynvzrk15%
  • APPARELYN11%
  • Noni11%
  • CHIARA CONTI1110%
  • Chillever7%

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%4%$5398%$1K12%$2K16%$2K1101001K 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 25 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 75 weeks — -62.1% search growth over the last 90 days.
5K3KPrime Day '25Spike '25Holiday '25Spike '26FebMarAprMayJunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Jan, Nov, Dec · busiest ÷ quietest = 27.8×

Reviews

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

What buyers love

Quality-Overall33%

“Solid quality”

Size-Overall14%

“Great fit”

Gifting Purpose13%

“Birthday Gift”

Advertised Vs Actual Product10%

“As advertised”

Soft Feel7%

“Soft and beautiful”

Design-Overall6%

“the design is very accurate to the image provided”

Print Quality4%

“The puppy print was crisp and detailed”

Material Quality3%

“The material of the hoodie was awesome”

Value For Money3%

“Reasonable price and good quality”

Color1%

“I love the color”

What buyers complain about

Size-Overall19%

“The sweatshirt size is very big”

Print Quality18%

“Original item came with a misprint”

Advertised Vs Actual Product8%

“Nothing like the photos or descriptions”

Quality-Overall8%

“Looked cheap”

Material Quality7%

“Extremely cheap fabric”

Color5%

“Color choice not guaranteed”

Value For Money5%

“they pretty much stole my extra money”

Pilling/Linting5%

“washings the fabric is pilling so maybe a cheaper quality sweatshirt”

Hard Feel3%

“Its been really hard on our family”

Stitch/Finish/Polish3%

“Plus the sleeve on the inside isnt sewn right”

Top return reasons

Size-Overall92%
Advertised Vs Actual Product8%