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ford f150 air filter

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A concentrated shelf (top 5 take 90% of clicks) — this niche doesn't clear our bar today.

Market size 48Growth 43Conversion 91Competition 8Returns 89Price range 90Avg price 95Brand share 16Review moat 47Quality gap 16

Avg price

Incredible$23.24

avg listing price — sweet spot $15–$100

Conversion

Great11.1%

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

Price range

Great$11.94–$57.12

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

Returns

Great1.3%

return rate — above 6% kills the launch gate

Market size

Okay$264K

$264K/yr · 103K searches

Review moat

Okay1,790.75

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+14.5%

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

Brand share

Bad93%

top-5 brand share — brand-locked demand

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Competition

Bad90%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 90% of clicks — a locked-up shelf that new listings rarely crack.

Brands

7 falling

Sellers

53

Top-5 brand share

93%

Open market

3%

  • Motorcraft57%
  • K&N25%
  • A-Premium4%
  • RVgolf4%
  • Bosch4%
  • COCOAUTO3%
  • Open — no brand owns it (1 brand, 3%)

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%15%$40K30%$79K45%$119K60%$159K1001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 8 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +14.5% search growth over the last 90 days.
3K2KSpike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

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

Reviews

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

What buyers love

Size-Overall27%

“Fit nice”

Filtration23%

“Great filter”

Quality-Overall17%

“Good quality and easy installaiton”

Value For Money12%

“Worth it”

Assembly/Installation6%

“Installed”

Fuel Efficiency2%

“Fuel efficiency”

Ease Of Use2%

“easy to use”

Advertised Vs Actual Product2%

“Accurate description”

Efficiency1%

“more efficient than oem”

Durability1%

“Appears to be very durable”

What buyers complain about

Size-Overall27%

“Wrong fit”

Filtration22%

“The cabin filter is incorrect”

Compatibility-Overall15%

“Does NOT fit 2023 Ford F150 with 3.5 Ecoboost engine”

Value For Money8%

“spendy”

Rubber Quality8%

“rubber gasket was too thick”

Top return reasons

Size-Overall53%
Compatibility-Overall18%
Filtration15%
Advertised Vs Actual Product3%
Value For Money2%
Product Condition2%
Functionality-Overall2%
Defective Material/Parts1%
Shape/Style1%
Assembly/Installation0%