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wisdom teeth ice pack head wrap

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A concentrated shelf (top 5 take 80% of clicks) — this niche doesn't clear our bar today.

Market size 76Growth 36Conversion 95Competition 17Returns 41Price range 25Avg price 56Brand share 29Review moat 35Quality gap 40

Conversion

Incredible12.3%

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

Market size

Great$897K

$897K/yr · 572K searches

Avg price

Good$12.73

avg listing price — sweet spot $15–$100

Returns

Okay4.0%

return rate — above 6% kills the launch gate

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Growth

Okay+8.6%

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

Review moat

Okay3,020.42

avg incumbent reviews — the moat a new listing must climb

Brand share

Okay87%

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

Price range

Okay$8.90–$17.08

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

Competition

Bad80%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 80% of clicks — a locked-up shelf that new listings rarely crack.

Brands

10 falling

Sellers

11

Top-5 brand share

87%

Open market

8%

  • SEIWEHIDO30%
  • REVIX22%
  • NEWGO19%
  • LotFancy11%
  • Hilph5%
  • AiricePac4%
  • Open — no brand owns it (4 brands, 8%)

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%$90K20%$179K30%$269K40%$359K1001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 12 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 102 weeks — +8.6% search growth over the last 90 days.
15K10KBlack Friday '24Holiday '24Spike '25Prime Day '25Black Friday '25Holiday '25Spike '26DecMarJunAugNovMarMay

Peak months: Jun, Jul · busiest ÷ quietest = 1.8×

Reviews

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

What buyers love

Oral Hygiene12%

“It was incredibly helpful when my mom had dental surgery”

Quality-Overall9%

“overall I think its a solid product with a thoughtful design”

Ease Of Use9%

“Easy to put on”

Comfort-Overall8%

“Comfortable around the face”

Tooth Brightening6%

“Perfect helped w wisdom teeth”

Tooth Sensitivity5%

“Really helped after my child had his wisdom teeth pulled”

Size-Overall5%

“It stays snug without feeling too tight”

Temperature Retention4%

“stays cold fairly well”

Efficiency4%

“Highly effective”

Advertised Vs Actual Product4%

“Arrived as described”

What buyers complain about

Temperature Retention15%

“doesnt stay cold”

Durability6%

“Broke immediately”

Leak-Proof4%

“two of the packs were leaking”

Heating4%

“While it didnt last as long with heat”

Size-Overall4%

“ice packs are small”

Quality-Overall3%

“Bad Quality Gel Packs”

Smell3%

“Chemical smell is so strong”

Temperature Control3%

“no option to purchase replacement hot/cold packs”

Pain Relief-Overall2%

“it hurts to put on my face since its completely solid lol maybe I just got a defective one”

Warmth2%

“3-they are warm after ten minutes which is my third complaint”

Top return reasons

Size-Overall46%
Advertised Vs Actual Product7%
Comfort-Overall6%
Leak-Proof6%
Functionality-Overall5%
Value For Money3%
Smell2%
Strap/String Quality2%
Heating2%
Product Condition2%