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Brand-locked demand (top 5 brands take 98% of clicks) — this niche doesn't clear our bar today.

Market size 10Growth 42Conversion 54Competition 27Returns 65Price range 75Avg price 91Brand share 5Review moat 83Quality gap 18

Avg price

Great$21.35

avg listing price — sweet spot $15–$100

Review moat

Great336.64

avg incumbent reviews — the moat a new listing must climb

Price range

Great$9.94–$30.69

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

Returns

Good2.4%

return rate — above 6% kills the launch gate

Conversion

Good4.5%

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

Growth

Okay+13.7%

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

Competition

Okay69%

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

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Market size

Bad$40K

$40K/yr · 42K searches

Brand share

Bad98%

top-5 brand share — brand-locked demand

Competition

The top 5 products take 69% of clicks — established leaders, but buyers still shop beyond them.

Brands

6 falling

Sellers

54

Top-5 brand share

98%

Open market

0%

  • Toyota53%
  • Denso30%
  • Capume8%
  • Czomoizc4%
  • OIFILLIO3%
  • A-Premium2%
  • 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%15%$6K30%$12K45%$18K60%$24K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 14 tracked products in this niche — three views at once, no toggling.

Demand

Weekly Amazon search volume, last 11 weeks — +13.7% search growth over the last 90 days.
1K600Apr '26May '26May '26May '26May '26May '26Jun '26Jun '26Jun '26Jun '26Jul '26

Reviews

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

What buyers love

Size-Overall39%

“Fit well”

Quality-Overall13%

“Great quality”

Filtration12%

“Nice quality air filter”

Value For Money9%

“Reasonable price”

Advertised Vs Actual Product8%

“Works as intended”

Assembly/Installation5%

“Easy to install”

Efficiency5%

“Works well”

Ease Of Use2%

“Easy to easy to change out”

Durability2%

“durable”

Functionality-Overall1%

“99.9% work's great”

What buyers complain about

Size-Overall26%

“Edges are bigger”

Compatibility-Overall24%

“Not compatible”

Value For Money13%

“Just wish it was affordable price”

Filtration8%

“Beats having to by go through the hassle of buying filter oil, filter cleaner, the process of cleaning and reoiling, and hoping that the right amount of oil was applied and you didn't over saturate”

Advertised Vs Actual Product5%

“Product description is not accurate”

Connectivity-Overall3%

“Not compatible”

Maintenance And Repair3%

“These in cab filters should be replaced every 18-24 months”

Defective Material/Parts3%

“Auto parts”

Top return reasons

Size-Overall48%
Compatibility-Overall28%
Filtration7%
Advertised Vs Actual Product5%
Value For Money3%
Defective Material/Parts2%
Shape/Style2%
Material Quality1%
Product Condition1%
Functionality-Overall1%