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56

f150 cabin air filter

Worth a look

Shows searches that convert (15.7% search→purchase), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 53Growth 69Conversion 97Competition 19Returns 90Price range 79Avg price 86Brand share 47Review moat 23Quality gap 21

Conversion

Incredible15.7%

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

Returns

Great1.2%

return rate — above 6% kills the launch gate

Avg price

Great$19.27

avg listing price — sweet spot $15–$100

Price range

Great$8.54–$40.51

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

Growth

Good+50.3%

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

Market size

Good$353K

$353K/yr · 117K searches

Brand share

Okay77%

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

Review moat

Bad7,066.64

avg incumbent reviews — the moat a new listing must climb

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Competition

Bad77%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 77% of clicks — a locked-up shelf that new listings rarely crack.

Brands

11 falling

Sellers

44

Top-5 brand share

77%

Open market

17%

  • Bosch32%
  • Carory17%
  • RICHWEI13%
  • SPEARHEAD8%
  • Reilauto8%
  • EPAuto6%
  • Open — no brand owns it (5 brands, 17%)

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%$35K20%$71K30%$106K40%$141K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 11 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +50.3% search growth over the last 90 days.
3K2KSpike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jun, Jul · busiest ÷ quietest = 2.2×

Reviews

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

What buyers love

Size-Overall37%

“Fit perfect”

Filtration15%

“Great filter”

Quality-Overall15%

“Happy with product”

Value For Money7%

“Great Value”

Assembly/Installation6%

“Easy fix”

Advertised Vs Actual Product5%

“As advertised”

Ease Of Use2%

“Great and easy to use”

Smell2%

“really smells great”

Efficiency2%

“works perfectly”

Durability1%

“is just as durable- is wholly compatible for the application”

What buyers complain about

Size-Overall18%

“the fit is a bit tight”

Filtration10%

“Was smaller than the original filter”

Smell8%

“the smell is almost gone”

Compatibility-Overall8%

“Does not fits 2016 F250”

Spray/Flow4%

“Nice quality, definitely restricts flow”

Pressure3%

“Cant afford an issue w back pressure on my AC in Florida”

Heating3%

“it just isn't acceptable as temperatures continue to rise”

Flexibility3%

“Restrictive”

Ease Of Cleaning3%

“Drop in replacement old one was extremely dirty filter third system changed over still have cleaning kit”

Motor Issues3%

“fake motorcraft”

Top return reasons

Size-Overall37%
Filtration30%
Compatibility-Overall15%
Value For Money4%
Advertised Vs Actual Product3%
Assembly/Installation2%
Defective Material/Parts2%
Product Condition2%
Functionality-Overall2%
Maintenance And Repair1%