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57

peterbilt

Worth a look

Shows a thin review moat (134 avg reviews), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 51Growth 19Conversion 8Competition 84Returns 82Price range 16Avg price 83Brand share 90Review moat 93Quality gap 63

Review moat

Great134.03

avg incumbent reviews — the moat a new listing must climb

Brand share

Great45%

top-5 brand share — no brand owns this niche

Competition

Great31%

top-5 click share — an open shelf

Avg price

Great$78.13

avg listing price — sweet spot $15–$100

Returns

Great1.6%

return rate — above 6% kills the launch gate

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Market size

Good$289K

$289K/yr · 569K searches

Growth

Bad-12.0%

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

Price range

Bad$10.26–$546.85

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

Conversion

Bad0.7%

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

Competition

Clicks spread well past the top 5 (31% combined) — an open shelf where new products get seen.

Brands

43 falling

Sellers

57

Top-5 brand share

45%

Open market

52%

  • PETERBILT18%
  • Diesel Power Plus11%
  • Floridas Finest Custom Works7%
  • GG Grand General6%
  • TQPONLY3%
  • IBESTWOLF3%

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%3%$9K6%$17K9%$26K12%$35K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)2 products missing review or click data not plotted

All 63 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -12.0% search growth over the last 90 days.
18K13KPrime Day '24Holiday '24Black Friday '25SepDecMarJunAugNovMarMay

Peak months: Dec · busiest ÷ quietest = 1.7×

Reviews

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

What buyers love

Size-Overall26%

“Fit great”

Quality-Overall18%

“Excellent product”

Brightness/Shine/Glow14%

“bright”

Value For Money9%

“definitely worth the money”

Advertised Vs Actual Product4%

“Just as described”

Assembly/Installation4%

“Beautiful and bright when they are installed”

Material Quality3%

“The plate is nice stainless”

Durability2%

“durable”

Efficiency2%

“Works fine”

Design-Overall2%

“Bright Custom Look with Solid Build”

What buyers complain about

Durability19%

“only lasted two weeks”

Size-Overall19%

“Too big”

Quality-Overall17%

“These are kind of cheap”

Leak-Proof13%

“They leak alot”

Compatibility-Overall8%

“Will not fit in 07 Peterbilt door strike”

Functionality-Overall4%

“Did not function correctly”

Value For Money4%

“These are kind of cheap”

Sun Protection4%

“they fog up when washed or run in the rain”

Spray/Flow4%

“when I fixed that problem then it just decided to spray on its own the handle was stuck”

Water Resistance1%

“Also water was always getting inside the light”

Top return reasons

Size-Overall43%
Compatibility-Overall10%
Defective Material/Parts7%
Advertised Vs Actual Product7%
Functionality-Overall4%
Leak-Proof3%
Value For Money3%
Brightness/Shine/Glow2%
Quality-Overall2%
Windshield Issues2%