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2013 f150 blower motor

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A concentrated shelf (top 5 take 87% of clicks) — this niche doesn't clear our bar today.

Market size 29Growth 33Conversion 95Competition 11Returns 21Price range 95Avg price 95Brand share 31Review moat 48Quality gap 65

Conversion

Incredible12.0%

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

Avg price

Incredible$35.40

avg listing price — sweet spot $15–$100

Price range

Incredible$30.00–$39.50

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

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Review moat

Okay1,748

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+6.7%

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

Brand share

Okay87%

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

Market size

Okay$126K

$126K/yr · 30K searches

Returns

Bad6.9%

return rate — above 6% kills the launch gate

Competition

Bad87%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 87% of clicks — a locked-up shelf that new listings rarely crack.

Brands

9 rising

Sellers

13

Top-5 brand share

87%

Open market

10%

  • GVPART4U49%
  • A-Premium18%
  • SCITOO8%
  • OAW6%
  • Aeagle5%
  • CYTROBE4%
  • Open — no brand owns it (3 brands, 10%)

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%$19K30%$38K45%$57K60%$76K1001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 9 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 99 weeks — +6.7% search growth over the last 90 days.
700500Spike '24Holiday '24Spike '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

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

Reviews

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

What buyers love

Size-Overall28%

“Good fit”

Value For Money15%

“worth the price”

Efficiency11%

“Functional and it works”

Advertised Vs Actual Product8%

“Does the job”

Assembly/Installation6%

“Easily installed”

Quality-Overall4%

“High quality”

Ease Of Use4%

“That is very convenient to me”

Noise Level4%

“Very quiet and blows hard”

Heating3%

“ac/heat is working marvelously”

Motor Power2%

“Perfect motor replacement”

What buyers complain about

Noise Level25%

“noisy”

Durability20%

“breaks sooner”

Quality-Overall11%

“However, the quality control is lacking”

Motor Issues4%

“After that, the 1-3 fan speeds stopped working and now only fan speed 4 works”

Functionality-Overall4%

“does not work at all”

Ease Of Use3%

“Really disappointing as this was not easy to replace on my truck”

Maintenance And Repair2%

“Everything worked fine after installation however it failed after 5 months so I need to replace it again”

Advertised Vs Actual Product1%

“The description said it was inspected and looks like new. Sadly that was not the case”

Size-Overall1%

“isn't an exact fit”

Drop/Impact Protection1%

“the protection plan wont assist either”

Top return reasons

Size-Overall20%
Defective Material/Parts17%
Noise Level13%
Functionality-Overall11%
Compatibility-Overall10%
Assembly/Installation5%
Motor Issues4%
Value For Money4%
Advertised Vs Actual Product3%
Connectivity-Overall2%