Skip to content
51

transmission cooler

Worth a look

Shows a $1.2M/yr market, but prices mostly outside the sweet spot ($24.26–$495.93) keeps it on the watch list.

Market size 82Growth 33Conversion 19Competition 61Returns 44Price range 16Avg price 79Brand share 52Review moat 80Quality gap 43

Market size

Great$1.2M

$1.2M/yr · 893K searches

Review moat

Great398.31

avg incumbent reviews — the moat a new listing must climb

Avg price

Great$89.91

avg listing price — sweet spot $15–$100

Competition

Good48%

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

Brand share

Good74%

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

Returns

Okay3.7%

return rate — above 6% kills the launch gate

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Growth

Okay+6.3%

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

Conversion

Bad1.5%

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

Price range

Bad$24.26–$495.93

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

Competition

The top 5 products take 48% of clicks — established leaders, but buyers still shop beyond them.

Brands

20 falling

Sellers

109

Top-5 brand share

74%

Open market

23%

  • EVIL ENERGY32%
  • Hayden Automotive20%
  • Mishimoto11%
  • Lucky Seven7%
  • Dorman4%
  • YITHSWAY3%

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%$49K8%$99K12%$148K16%$198K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 36 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +6.3% search growth over the last 90 days.
20K15KSepDecMarJunAugNovMarMay

No pronounced peak months · busiest ÷ quietest = 1.4×

Reviews

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

What buyers love

Quality-Overall25%

“Good price lasting quality”

Size-Overall11%

“Fit great”

Assembly/Installation11%

“The install was very straight forward”

Value For Money10%

“Much cheaper”

Coolant9%

“Cooler works fine”

Efficiency5%

“Solved my transmission problems”

Advertised Vs Actual Product5%

“Exceeded expectations in every way”

Leak-Proof5%

“Works good and does not leak anymore”

Durability2%

“Very durable as it has held up for months to over 2 years now”

Strength1%

“Build quality feels solid”

What buyers complain about

Leak-Proof22%

“Leaking again”

Size-Overall10%

“Didn't fit”

Quality-Overall9%

“the second one looks like it never seen quality control”

Assembly/Installation5%

“No installation instructions were provided”

Coolant5%

“got a coolant leak”

Defective Material/Parts3%

“part not working”

Value For Money3%

“expensive”

Mounting3%

“Beware of mounting difficulties”

Sensor3%

“Poor quality sensors—neither of them worked”

Durability3%

“Failed immediately”

Top return reasons

Size-Overall31%
Compatibility-Overall13%
Leak-Proof11%
Defective Material/Parts9%
Coolant9%
Advertised Vs Actual Product4%
Assembly/Installation4%
Value For Money3%
Quality-Overall2%
Product Condition2%