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55

ice pads

Worth a look

Shows no brand lock-in (top 5 brands take 51% of clicks), but a small market ($65K/yr) keeps it on the watch list.

Market size 16Growth 36Conversion 70Competition 72Returns 83Price range 71Avg price 77Brand share 84Review moat 20Quality gap 40

Brand share

Great51%

top-5 brand share — no brand owns this niche

Returns

Great1.6%

return rate — above 6% kills the launch gate

Avg price

Great$15.69

avg listing price — sweet spot $15–$100

Competition

Good42%

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

Price range

Good$6.87–$35.39

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

Conversion

Good6.4%

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

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Growth

Okay+8.8%

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

Review moat

Bad12,532.55

avg incumbent reviews — the moat a new listing must climb

Market size

Bad$65K

$65K/yr · 65K searches

Competition

The top 5 products take 42% of clicks — established leaders, but buyers still shop beyond them.

Brands

26 falling

Sellers

41

Top-5 brand share

51%

Open market

43%

  • AllSett Health15%
  • TrekProof11%
  • MEDVICE11%
  • REVIX7%
  • Perfect Remedy6%
  • WORLD-BIO6%

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%$2K6%$4K9%$6K12%$8K1001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 38 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +8.8% search growth over the last 90 days.
2K1KPrime Day '25SepDecMarJunAugNovMarMay

No pronounced peak months · busiest ÷ quietest = 1.4×

Reviews

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

What buyers love

Quality-Overall14%

“High quality cover”

Size-Overall12%

“Fits almost anywhere”

Advertised Vs Actual Product7%

“Description is accurate”

Ease Of Use6%

“easy to open”

Flexibility6%

“Love the flexibility”

Temperature Retention6%

“Temperature retention is good”

Efficiency5%

“Works perfectly”

Cold Relief5%

“Cold relief”

Value For Money5%

“Good value for price”

Joint Pain3%

“really helped with my knee pain”

What buyers complain about

Size-Overall11%

“Big size”

Leak-Proof8%

“It leaks”

Temperature Retention7%

“Does not keep cold”

Durability7%

“Didn't last”

Heating6%

“Not great for heat”

Quality-Overall4%

“Poor product quality control”

Flexibility4%

“Not as flexible as some others”

Thickness2%

“thinner than expected”

Strap/String Quality2%

“I didnt like the strap”

Warmth2%

“Does not stay warm long”

Top return reasons

Size-Overall48%
Advertised Vs Actual Product9%
Leak-Proof7%
Weight Heavy5%
Functionality-Overall3%
Heating3%
Flexibility2%
Strap/String Quality2%
Joint Pain2%
Value For Money2%