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59

tacoma cabin air filter

Worth a look

Shows searches that convert (17.2% search→purchase), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 50Growth 57Conversion 98Competition 41Returns 97Price range 79Avg price 85Brand share 66Review moat 25Quality gap 16

Conversion

Incredible17.2%

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

Returns

Incredible0.5%

return rate — above 6% kills the launch gate

Avg price

Great$18.82

avg listing price — sweet spot $15–$100

Price range

Great$8.84–$40.03

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

Brand share

Good66%

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

Growth

Good+31.3%

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

Market size

Good$279K

$279K/yr · 86K searches

Competition

Okay61%

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

Review moat

Bad4,225.1

avg incumbent reviews — the moat a new listing must climb

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Competition

The top 5 products take 61% of clicks — established leaders, but buyers still shop beyond them.

Brands

17 rising

Sellers

41

Top-5 brand share

66%

Open market

29%

  • Bosch16%
  • EPAuto16%
  • Puroma15%
  • kurimup13%
  • SPEARHEAD6%
  • K&N6%

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%5%$14K10%$28K15%$42K20%$56K1101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 20 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +31.3% search growth over the last 90 days.
2K2KSpike '25Prime Day '25Spike '26SepDecMarJunAugNovMarMay

Peak months: May · busiest ÷ quietest = 1.9×

Reviews

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

What buyers love

Size-Overall35%

“Easy fit”

Quality-Overall15%

“Great Quality Product at a Reasonable Cost”

Value For Money14%

“Great Value”

Filtration12%

“Good Quality Filter”

Assembly/Installation9%

“Easy install”

Advertised Vs Actual Product4%

“As advertised”

Ease Of Use2%

“Quick and simple”

Material Quality2%

“using firm materials”

Design-Overall1%

“Great product, works as designed”

Smell1%

“-AC smells so fresh now”

What buyers complain about

Filtration21%

“Which is rare for buying filters off of amazon”

Quality-Overall10%

“hurts the performance overall”

Size-Overall6%

“imperfect fit”

Functionality-Overall5%

“Disappointed, hopefully it still works properly”

Charging5%

“Dont get up charged”

Pressure5%

“No air pressure”

Smell4%

“filters out outside smells”

Noise Level4%

“No increased noise”

Advertised Vs Actual Product2%

“False advertising need to remove Toyota from the list”

Compatibility-Overall2%

“Does not fit the 2016 Toyota 4 Runner like the description said it would”

Top return reasons

Size-Overall53%
Compatibility-Overall21%
Filtration14%
Value For Money4%
Advertised Vs Actual Product2%
Defective Material/Parts2%
Functionality-Overall1%
Assembly/Installation1%
Thickness1%
Material Quality0%