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61

large ice pack

Worth a look

Shows a sweet-spot price point ($20.13 avg), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 58Growth 65Conversion 73Competition 51Returns 85Price range 78Avg price 88Brand share 69Review moat 19Quality gap 28

Avg price

Great$20.13

avg listing price — sweet spot $15–$100

Returns

Great1.5%

return rate — above 6% kills the launch gate

Price range

Great$7.98–$41.08

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

Conversion

Good6.8%

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

Brand share

Good64%

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

Growth

Good+44.5%

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

Market size

Good$470K

$470K/yr · 344K searches

Competition

Good54%

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Review moat

Bad15,337.86

avg incumbent reviews — the moat a new listing must climb

Competition

The top 5 products take 54% of clicks — established leaders, but buyers still shop beyond them.

Brands

18 falling

Sellers

21

Top-5 brand share

64%

Open market

29%

  • AiricePac18%
  • NatraCure14%
  • rester's choice13%
  • RelaxCoo11%
  • Everlasting Ice RX8%
  • Fit & Fresh7%

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%$19K8%$38K12%$56K16%$75K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 29 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +44.5% search growth over the last 90 days.
10K6KSpike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jun, Jul · busiest ÷ quietest = 2.0×

Reviews

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

What buyers love

Size-Overall18%

“Fit great”

Quality-Overall13%

“This pack is very high quality”

Flexibility7%

“Flexible and comfortable”

Advertised Vs Actual Product6%

“just what I needed”

Temperature Retention6%

“Stays cold”

Value For Money5%

“Great deal”

Cold Relief4%

“Works great - stays very cold”

Ease Of Use4%

“It's very easy to put on”

Efficiency4%

“Did the job”

Joint Pain3%

“It said it was good for knee surgery”

What buyers complain about

Size-Overall12%

“Too small”

Leak-Proof8%

“It Leaks”

Temperature Retention7%

“Doesn't stay cold”

Durability5%

“Breaks easily”

Flexibility4%

“not as flexible as is needed”

Quality-Overall3%

“Poor product quality control”

Thickness3%

“The gel is thicker”

Weight Heavy3%

“Bulky”

Heating3%

“It cannot be used for hot”

Stiffness2%

“Very stiff”

Top return reasons

Size-Overall52%
Weight Heavy8%
Advertised Vs Actual Product8%
Leak-Proof6%
Value For Money3%
Flexibility3%
Functionality-Overall2%
Joint Pain2%
Thin2%
Material Quality1%