ice pack sleeve
Skip itA concentrated shelf (top 5 take 87% of clicks) — this niche doesn't clear our bar today.
Avg price
Incredible$23.07avg listing price — sweet spot $15–$100
Price range
Great$10.70–$37.87cheapest to priciest tracked listing — scored on the share inside $15–$100
Conversion
Great8.0%search→purchase rate — share of searches ending in a sale
Returns
Good2.4%return rate — above 6% kills the launch gate
Quality gap
Good4.4★avg incumbent rating — lower means beatable quality
Market size
Okay$253K$253K/yr · 137K searches
Growth
Okay+16.5%90-day search growth — must beat 0% to launch
Review moat
Bad8,613.89avg incumbent reviews — the moat a new listing must climb
Brand share
Bad95%top-5 brand share — brand-locked demand
Competition
Bad87%top-5 click share — a locked-up shelf
Competition
The top 5 products capture 87% of clicks — a locked-up shelf that new listings rarely crack.Brands
7 falling
Sellers
39
Top-5 brand share
95%
Open market
3%
- TheraICE61%
- Copper Fit14%
- SEIWEHIDO10%
- REVIX6%
- Arctic Neck Relief4%
- AiricePac3%
- Open — no brand owns it (1 brand, 3%)
Product shelf
Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.
All 9 tracked products in this niche — three views at once, no toggling.
Top sellers
by 90-day click share
TheraICE Knee Ice Pack Wrap Compression Sleeve for Injuries | Reusable Gel Cold Packs Brace Plus Cold Wrap Recovery for Meniscus Tear ACL Post Surgery MCL Pain Relief Without Machine | Women & Men
TheraICE$28.394.5★7,955 rev
TheraICE Knee Ice Pack Wrap Compression Sleeve for Injuries Reusable Gel Cold Packs Brace Also for Elbow Ankle & Calf - Flexible Cold Wrap Recovery for Meniscus ACL MCL Pain Relief (L)
TheraICE$28.344.5★7,955 rev
Copper Fit Freedom Unisex Knee Compression Sleeve Large
Copper Fit$12.984.2★23,199 rev
Extended Leg Knee Ice Pack Wrap for Injuries Compression Reusable Gift Soft Gel Freeze Knees Brace for Swelling Replacement Surgery Cold Compress Therapy for Arthritis Meniscus Tear and ACL
SEIWEHIDO$13.534.2★773 rev
REVIX Ice Pack for Knee Pain Relief Reusable Gel Ice Wrap for Leg Injuries Swelling Knee Replacement Surgery Cold Compress Therapy for Arthritis Meniscus Tear and ACL Blue
REVIX$19.724.6★24,464 rev
Newest
by launch date
Fitomo Knee Ice Pack Wrap Sleeve Thickened Core for Knee Pain Targeted Swelling Relief During Recovery Soft Flexible Gel No Slip Compression Fit Reusable Hot Cold Therapy for Post Activity L
Fitomo$27.84215 rev
TheraICE Knee Ice Pack Wrap Compression Sleeve for Injuries Reusable Gel Cold Packs Brace Also for Elbow Ankle & Calf - Flexible Cold Wrap Recovery for Meniscus ACL MCL Pain Relief (L)
TheraICE$28.347,955 rev
AiricePac Ice Pack for Knee Pain Relief Reusable Gel Ice Wrap for Injuries Swelling Knee Replacement Surgery Cold Compress Therapy for Arthritis Meniscus Tear and ACL Blue
AiricePac$10.704,015 rev
Extended Leg Knee Ice Pack Wrap for Injuries Compression Reusable Gift Soft Gel Freeze Knees Brace for Swelling Replacement Surgery Cold Compress Therapy for Arthritis Meniscus Tear and ACL
SEIWEHIDO$13.53773 rev
2 Pack - Premium Cold Therapy Compression Ice Sleeve Knee Ice Pack Wrap for Injuries Elbow Quad & Hamstring Relief Flexible & Reusable Cold Wrap Recovery for Meniscus ACL MCL Ice & Heat Therapy
Arctic Neck Relief$37.87994 rev
Trending
90-day click momentumCopper Fit Freedom Unisex Knee Compression Sleeve Large
Copper Fit$12.984.2★
Fitomo Knee Ice Pack Wrap Sleeve Thickened Core for Knee Pain Targeted Swelling Relief During Recovery Soft Flexible Gel No Slip Compression Fit Reusable Hot Cold Therapy for Post Activity L
Fitomo$27.844.3★
TheraICE Knee Ice Pack Wrap Compression Sleeve for Injuries Reusable Gel Cold Packs Brace Also for Elbow Ankle & Calf - Flexible Cold Wrap Recovery for Meniscus ACL MCL Pain Relief (L)
TheraICE$28.344.5★
2 Pack - Premium Cold Therapy Compression Ice Sleeve Knee Ice Pack Wrap for Injuries Elbow Quad & Hamstring Relief Flexible & Reusable Cold Wrap Recovery for Meniscus ACL MCL Ice & Heat Therapy
Arctic Neck Relief$37.874.5★
Extended Leg Knee Ice Pack Wrap for Injuries Compression Reusable Gift Soft Gel Freeze Knees Brace for Swelling Replacement Surgery Cold Compress Therapy for Arthritis Meniscus Tear and ACL
SEIWEHIDO$13.534.2★
Demand & seasonality
Weekly Amazon search volume, last 104 weeks — +16.5% search growth over the last 90 days.Peak months: Apr, May, Jun · busiest ÷ quietest = 2.2×
Reviews
What buyers praise and complain about, mined from review topics.What buyers love
“Excellent Product”
“It fits snuggly”
“does the job”
“So comfortable”
“Easy to use”
“Great joint pain relief”
“Great Value”
“As described and pictured”
“The flexibility of it helps to get the cold where it needs to be”
“It stays cold just fine”
What buyers complain about
“Disappointed in the size”
“Does not stay cold long enough heats up fairly quickly”
“it doesnt stay cold for long at all”
“Falls apart after one use”
“Very misleading”
“Not Effective”
“Low quality”
“So very expensive”
“That the wrap is stiff”
“Leaks”