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Brand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.

Market size 11Growth 33Conversion 55Competition 6Returns 96Price range 52Avg price 75Brand share 0Review moat 72Quality gap 95

Returns

Incredible0.8%

return rate — above 6% kills the launch gate

Quality gap

Incredible4.0★

avg incumbent rating — lower means beatable quality

Avg price

Great$98.69

avg listing price — sweet spot $15–$100

Review moat

Good626.86

avg incumbent reviews — the moat a new listing must climb

Conversion

Good4.5%

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

Price range

Good$29.53–$163.83

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

Growth

Okay+6.3%

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

Market size

Bad$45K

$45K/yr · 10K searches

Competition

Bad93%

top-5 click share — a locked-up shelf

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 93% of clicks — a locked-up shelf that new listings rarely crack.

Brands

5 flat

Sellers

25

Top-5 brand share

100%

Open market

0%

  • Fleetguard51%
  • Cummins23%
  • YIFALAI18%
  • MOPAR6%
  • FilterMax JMV2%
  • Open — no brand owns it (0%)

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%$5K20%$9K30%$14K40%$18K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)1 product missing review or click data not plotted

All 7 tracked products in this niche — three views at once, no toggling.

Reviews

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

What buyers love

Filtration25%

“I am on my 5th set of these MOPAR filters and no problem and I had the dealer install them”

Size-Overall25%

“perfect fit”

Advertised Vs Actual Product25%

“As pictured worked great”

Value For Money13%

“Good deal”

Fuel Efficiency13%

“Authentic OEM fuel filters”

What buyers complain about

Fuel Efficiency33%

“The fuel filter is not the right one for 2020 and up”

Filtration28%

“Both filters defective out of the box — avoid this kit”

Size-Overall17%

“Oil Filter Doesnt Fit”

Safety Standards11%

“Doesnt feel secure or properly assembled”

Assembly/Installation11%

“Doesnt feel secure or properly assembled”

Top return reasons

Filtration37%
Advertised Vs Actual Product25%
Compatibility-Overall10%
Value For Money8%
Size-Overall8%
Fuel Efficiency5%
Defective Material/Parts5%
Water Resistance3%
Assembly/Installation1%