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cummins

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Soft demand (-17.6% this quarter) — this niche doesn't clear our bar today.

Market size 51Growth 16Conversion 46Competition 50Returns 90Price range 18Avg price 89Brand share 39Review moat 82Quality gap 19

Returns

Great1.3%

return rate — above 6% kills the launch gate

Avg price

Great$61.06

avg listing price — sweet spot $15–$100

Review moat

Great352.33

avg incumbent reviews — the moat a new listing must climb

Market size

Good$308K

$308K/yr · 136K searches

Competition

Good55%

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

Conversion

Okay3.7%

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

Brand share

Okay82%

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

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Price range

Bad$6.03–$481.94

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

Growth

Bad-17.6%

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

Competition

The top 5 products take 55% of clicks — established leaders, but buyers still shop beyond them.

Brands

12 falling

Sellers

43

Top-5 brand share

82%

Open market

13%

  • Cummins30%
  • Felisbieti27%
  • XJDAMZ9%
  • Doc's Diesel8%
  • JH DESIGN GROUP8%
  • minlen5%
  • Open — no brand owns it (6 brands, 13%)

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%$31K20%$62K30%$92K40%$123K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 24 tracked products in this niche — three views at once, no toggling.

Demand

Weekly Amazon search volume, last 31 weeks — -17.6% search growth over the last 90 days.
5K4KDec '25Jan '26Feb '26Mar '26Apr '26May '26

Reviews

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

What buyers love

Quality-Overall17%

“Good quality”

Ease Of Cleaning9%

“No more mess”

Value For Money8%

“Works well, with a good price”

Advertised Vs Actual Product8%

“As advertised”

Ease Of Use7%

“Makes job easier”

Filtration7%

“Works great to get filter off”

Efficiency6%

“Works great does the job”

Leak-Proof6%

“Did not spill a drop”

Lubrication5%

“Reduces messy oil changes”

Size-Overall4%

“Fits right”

What buyers complain about

Filtration11%

“If youre familiar with ram 6.7 Cummins the filter is a messy pain to remove”

Charging11%

“It updated and now it doesnt turn or even charge”

Audio Quality11%

“Very uncomfortable and bad sound”

Connectivity-Overall11%

“Disconnects constantly and have to plug in to reset and reconnect”

Functionality-Overall9%

“wont come on”

Durability6%

“seems like it happened after the first week”

Noise Level5%

“loud”

Size-Overall5%

“Didnt fit as advertised”

Leak-Proof5%

“spills from happening when you try to remove the oil filter”

Quality-Overall5%

“Cheap product”

Top return reasons

Size-Overall31%
Compatibility-Overall10%
Functionality-Overall9%
Connectivity-Overall6%
Defective Material/Parts5%
Advertised Vs Actual Product4%
Charging4%
Audio Quality3%
Value For Money3%
Noise Level2%