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54

tesla model 3 sunshade roof

Worth a look

Shows demand growing +204.8% this quarter, but a concentrated shelf (top 5 take 80% of clicks) keeps it on the watch list.

Market size 44Growth 97Conversion 62Competition 16Returns 41Price range 95Avg price 95Brand share 17Review moat 55Quality gap 55

Growth

Incredible+204.8%

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

Avg price

Incredible$42.42

avg listing price — sweet spot $15–$100

Price range

Incredible$21.40–$52.75

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

Conversion

Good5.4%

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

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Review moat

Good1,291.8

avg incumbent reviews — the moat a new listing must climb

Market size

Okay$235K

$235K/yr · 102K searches

Returns

Okay4.0%

return rate — above 6% kills the launch gate

Brand share

Bad93%

top-5 brand share — brand-locked demand

Competition

Bad80%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 80% of clicks — a locked-up shelf that new listings rarely crack.

Brands

7 falling

Sellers

9

Top-5 brand share

93%

Open market

3%

  • Wigoo43%
  • REEVAA26%
  • QINQINTU11%
  • TSLDRV7%
  • SUMK6%
  • VION4%
  • Open — no brand owns it (1 brand, 3%)

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%10%$24K20%$47K30%$71K40%$94K101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 10 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 92 weeks — +204.8% search growth over the last 90 days.
7K5KSpike '25Prime Day '25Spike '26NovDecJanFebMarAprMayJunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: May, Jun, Jul, Aug · busiest ÷ quietest = 10.6×

Reviews

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

What buyers love

Size-Overall29%

“The fit is secure”

Assembly/Installation13%

“Installing it was straight forward”

Quality-Overall12%

“Build quality is solid too”

Sun Shade/Wind Shield9%

“Protects from the sun well”

Heating6%

“Helps keep the heat out”

Coolant4%

“Helped a lot with keeping the car cool”

Value For Money4%

“great price”

Color3%

“Perfect fit and color”

Ease Of Use3%

“Easy to use”

Material Quality1%

“The material quality is very good”

What buyers complain about

Size-Overall20%

“Does not fit”

Sun Protection6%

“This is completely unacceptable for a product that is supposed to block the sun”

Compatibility-Overall5%

“Does not fit 2023”

Heating4%

“actually blocked the heat”

Quality-Overall4%

“Garbage”

Advertised Vs Actual Product4%

“Does not fit as advertised”

Assembly/Installation4%

“Not as easy to install as they said”

Value For Money3%

“Absurdly high priced-DO NOT contribute”

Instructions/User Manual/Troubleshooting2%

“No manual”

Color2%

“Color was not an exact match”

Top return reasons

Size-Overall29%
Color12%
Sun Protection9%
Windshield Issues8%
Compatibility-Overall6%
Value For Money5%
Assembly/Installation5%
Material Quality4%
Advertised Vs Actual Product3%
Defective Material/Parts2%