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

Market size 54Growth 23Conversion 87Competition 8Returns 89Price range 81Avg price 90Brand share 5Review moat 63Quality gap 16

Avg price

Great$20.96

avg listing price — sweet spot $15–$100

Returns

Great1.3%

return rate — above 6% kills the launch gate

Conversion

Great10.0%

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

Price range

Great$11.04–$33.07

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

Review moat

Good969

avg incumbent reviews — the moat a new listing must climb

Market size

Good$368K

$368K/yr · 176K searches

Growth

Bad-3.9%

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

Quality gap

Bad4.8★

avg incumbent rating — lower means beatable quality

Competition

Bad90%

top-5 click share — a locked-up shelf

Brand share

Bad98%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 90% of clicks — a locked-up shelf that new listings rarely crack.

Brands

6 flat

Sellers

42

Top-5 brand share

98%

Open market

0%

  • Valvoline57%
  • PEAK26%
  • ACDelco6%
  • Shell5%
  • Zerex3%
  • General Motors2%

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%$55K30%$110K45%$165K60%$221K1001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 8 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -3.9% search growth over the last 90 days.
5K3KPrime Day '25Spike '25Black Friday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Apr · busiest ÷ quietest = 1.8×

Reviews

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

What buyers love

Quality-Overall21%

“Great product and exactly as described”

Coolant20%

“The recommended proper antifreeze is ACDelco DEX-Cool”

Value For Money19%

“Decent price, would buy again”

Efficiency10%

“it works, can fill the car for 10 k miles”

Advertised Vs Actual Product10%

“As discribed”

Ease Of Use5%

“Easy”

Color5%

“Good color match”

Durability2%

“the product is still been reliable for me”

Heating2%

“Great coolant, works perfectly”

Correct Contents1%

“What the vehicle called for”

What buyers complain about

Value For Money25%

“This product is very expensive compared to other antifreeze”

Recycle/Reuse13%

“I can't reuse the bottle cap top”

Coolant13%

“Amazons recommendation engine does not understand Cummins coolant chemistry”

Product Condition6%

“This product came opened and already used”

Quality-Overall6%

“Poor quality checks”

Advertised Vs Actual Product6%

“Amazon said it was compatible for motorcycle and it is not.”

Compatibility-Overall6%

“Amazon said it was compatible for motorcycle and it is not”

Measurement/Reading Accuracy6%

“No measuring”

Top return reasons

Coolant38%
Compatibility-Overall19%
Value For Money13%
Leak-Proof8%
Advertised Vs Actual Product7%
Color6%
Functionality-Overall2%
Size-Overall2%
Windshield Issues1%
Defective Material/Parts1%