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59

radiator cap

Worth a look

Shows a fragmented shelf (top 5 take 23% of clicks), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 46Growth 22Conversion 64Competition 92Returns 53Price range 45Avg price 36Brand share 72Review moat 85Quality gap 76

Competition

Great23%

top-5 click share — an open shelf

Review moat

Great309.48

avg incumbent reviews — the moat a new listing must climb

Quality gap

Great4.3★

avg incumbent rating — lower means beatable quality

Brand share

Good62%

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

Conversion

Good5.6%

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

Returns

Good2.9%

return rate — above 6% kills the launch gate

Market size

Okay$244K

$244K/yr · 422K searches

Price range

Okay$5.07–$23.15

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

Avg price

Okay$10.26

avg listing price — sweet spot $15–$100

Growth

Bad-6.4%

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

Competition

Clicks spread well past the top 5 (23% combined) — an open shelf where new products get seen.

Brands

37 falling

Sellers

170

Top-5 brand share

62%

Open market

34%

  • Gates23%
  • MotoRad15%
  • ACDelco10%
  • Manymiba9%
  • RBOKO5%
  • IHOTDER5%

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%2%$5K4%$10K6%$15K8%$20K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 92 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -6.4% search growth over the last 90 days.
9K7KSepDecMarJunAugNovMarMay

No pronounced peak months · busiest ÷ quietest = 1.2×

Reviews

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

What buyers love

Size-Overall41%

“Direct fit”

Quality-Overall19%

“The build quality feels solid”

Value For Money9%

“Worth it”

Advertised Vs Actual Product8%

“Just as advertised”

Leak-Proof4%

“No leaks after installation”

Efficiency4%

“Works as intended”

Pressure2%

“Holds pressure well”

Coolant2%

“Works perfectly, solved my coolant odor problem”

Assembly/Installation1%

“Easy installation”

Strength1%

“Well built cap”

What buyers complain about

Size-Overall17%

“Didn't fit”

Compatibility-Overall17%

“Does not fit the v6 engine”

Leak-Proof11%

“will start to leak”

Quality-Overall10%

“Bad quality”

Coolant7%

“cause all my coolant to spill out”

Advertised Vs Actual Product6%

“False info”

Heating3%

“Truck overheated”

Pressure3%

“the bar pressure is to high”

Functionality-Overall2%

“Dose not work”

Durability2%

“Failed in 3 months”

Top return reasons

Size-Overall61%
Compatibility-Overall13%
Advertised Vs Actual Product4%
Coolant4%
Pressure4%
Defective Material/Parts3%
Leak-Proof2%
Functionality-Overall2%
Value For Money2%
Product Condition1%