Is solar panel snow rake profitable to sell on Amazon United States?

The niche generates $27K/yr across 9 tracked products. 4 of 8 products launched in the last 360 days are still selling. 90-day search growth is -94.3%. Flapen's verdict: Skip it (34/100).

How competitive is the solar panel snow rake niche?

6 brands and 8 sellers compete. The top 5 products take 85% of clicks and top 5 brands hold 95% of demand.

What do buyers complain about in solar panel snow rake?

Top complaints mined from reviews: Durability, Size-Overall, Quality-Overall. The return rate is 2.4%.

What does it cost to enter the solar panel snow rake niche?

Listings span $31.44–$115.39; the average listing price is $85.52 (sweet spot $15–$100). The average incumbent carries 36 reviews — the moat a new listing must climb.

solar panel snow rake

Skip it

Soft demand (-94.3% this quarter) — this niche doesn't clear our bar today.

Review moat

Incredible36.22

avg incumbent reviews — the moat a new listing must climb

Quality gap

Incredible3.9★

avg incumbent rating — lower means beatable quality

Avg price

Great$85.52

avg listing price — sweet spot $15–$100

Price range

Great$31.44–$115.39

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

Returns

Good2.4%

return rate — above 5% kills the launch gate

Brand share

Bad95%

top-5 brand share — brand-locked demand

Competition

Bad85%

top-5 click share — a locked-up shelf

Market size

Bad$27K

$27K/yr · 73K searches

Conversion

Bad0.4%

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

Growth

Bad-94.3%

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

Signals Low Review Barrier Quality Gap High Price

According to Flapen's Amazon United States niche tracking, solar panel snow rake is a $27K/yr Amazon United States market (73K searches/yr). The top 5 brands hold 95% of demand. Verdict: Skip it — 34/100.

Data updated Jul 16, 2026 · scored weekly · How we score niches

solar panel snow rake market data

Units sold / yr: 2K–2K; avg 0–100/product
Revenue / yr: $128K–$171K; units × avg price
Conversion rate: 0.4%
Avg BSR: #163
Page quality: 0%
Prime: 89%
Sponsored: 89%
Out of stock: 55.5%
Avg brand age: 29 months
Avg seller age: 195 days

Competition & brand share

The top 5 products capture 85% of clicks — a locked-up shelf that new listings rarely crack.

Brands

6 flat

Sellers

Top-5 brand share

95%

Top 20: 100%

Top-5 click share

85%

Top 20: 100%

Open market

Leanaco43%
DOBEN19%
Jhkopqe16%
TONYINGO11%
Favormony6%
EZ SMART5%

Demand

Weekly Amazon search volume, last 32 weeks — -94.3% search growth over the last 90 days.

Open Trend

Top solar panel snow rake search terms

solar panel snow rake19K/yr -93.1%0.6% conv.
solar panel snow removal tool20K/yr -94.5%0.5% conv.
solar panel snow removal6K/yr -89.8%0.4% conv.
snow rake for solar panels7K/yr -95.0%0.6% conv.
solar panel snow remover5K/yr -88.3%0.7% conv.
foam roof rake4K/yr -95.4%0.0% conv.
pool cover snow removal tool4K/yr -95.5%0.0% conv.
snow roof rake for solar panels5K/yr -96.6%0.0% conv.
solar panel snow brush4K/yr -99.0%0.0% conv.

All search terms

Top solar panel snow rake products on Amazon

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

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

Top sellers

by 90-day click share

Year-Round Roof Rakes for Snow Leaves & Moss 16 No-Scratch Foam Blade & Roof Brush 4.7-21ft Telescoping Snow Rake for Roof Solar Panels RVs & Cars C-Shaped Push/Pull Roof--Patent Pending

Leanaco$88.834.2★20 rev

DOBEN Carbon Fiber Snow Roof Rake 4.7-24FT Extendable Pole EVA Foam Roof-Safe Head for Gentle Snow Removal for Roofs Solar Panels RVs & Cars

DOBEN$115.393.8★81 rev

20 FT Telescoping Roof Rakes for Snow Removal (Up to 26 Ft Standing Reach) | S-Shape Scratch-Free Snow Shovel Tool for House Roof Solar Panels Metal Roof & Car

Jhkopqe$103.704.0★26 rev

Year-Round Roof Rakes for Snow Leaves & Moss 16 No-Scratch Foam Blade & Roof Brush 4.7-24ft Telescoping Snow Rake for Roof Solar Panels RVs & Cars C-Shaped Push/Pull -Patent Pending

Leanaco$95.324.2★20 rev

2-in-1 Leaf Roof Brush and Snow Rake Roof Cleaning Brush & Leaf Removal Tool Adjustable 5-20ft Cleaning Brush Tool for Cleaning Shingles Solar Panels Car Tops with No-Scratch Head

Favormony$64.303.5★62 rev

Newest

by launch date

TONYINGO Squeegee Cleaning Brush Kit with 24 FT Water Fed Pole Professional Window Washing Kit with Long Handle Multi-Use Cleaning Tool for High Windows

TONYINGO$113.0215 rev

4mo ago

TONYINGO 5-20FT Solar Panel Cleaning Brush Kit - Telescopic Pole with Dual Action Flip-Lock & Screw Fixing Water Flow & Soap Dispenser Ideal for Snow Removal Windows Boats RVs Decks

TONYINGO$93.3227 rev

6mo ago

16 Large Snow Brush for Car Windshield Non-Scratch Snow Scraper 55 Extendable Snow Broom with Foam Grip Snow Remover for Cars Truck SUV (Orange 16 inch)

Leanaco$31.4417 rev

7mo ago

Year-Round Roof Rakes for Snow Leaves & Moss 16 No-Scratch Foam Blade & Roof Brush 4.7-21ft Telescoping Snow Rake for Roof Solar Panels RVs & Cars C-Shaped Push/Pull Roof--Patent Pending

Leanaco$88.8320 rev

8mo ago

Year-Round Roof Rakes for Snow Leaves & Moss 16 No-Scratch Foam Blade & Roof Brush 4.7-24ft Telescoping Snow Rake for Roof Solar Panels RVs & Cars C-Shaped Push/Pull -Patent Pending

Leanaco$95.3220 rev

8mo ago

What buyers say about solar panel snow rake

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

What buyers love

Quality-Overall16%

“Fair product”

Strength12%

“not flimsy either like some others”

Ease Of Use9%

“easy to use”

Weight Light9%

“Its lightweight”

Ease Of Cleaning8%

“I highly recommend this cleaning kit”

Size-Overall6%

“Perfect size”

Advertised Vs Actual Product6%

“As advertised”

Value For Money4%

“Excellent value”

Sun Shade/Wind Shield4%

“perfect for getting snow off my solar panels”

Flexibility3%

“Easy to expand / collapse”

What buyers complain about

Durability27%

“broke relatively quickly”

Size-Overall11%

“its hard to find one that fits”

Quality-Overall10%

“Low quality”

Add-Ons/Attachments6%

“Its a weak plastic attachment point”

Strength6%

“Kind of flimsy”

Instructions/User Manual/Troubleshooting5%

“No instructions, cheaply made Chinese crap”

Ease Of Use4%

“A little difficult to handle when fully extended”

Leak-Proof3%

“Cleaning brush started to leak at the base of the unit/pole wetting user completely”

Functionality-Overall3%

“Not fully working as it should”

Weight Heavy2%

“one it doesnt seem heavy duty”

Top return reasons

Defective Material/Parts15%

Durability12%

Add-Ons/Attachments10%

Advertised Vs Actual Product10%

Size-Overall9%

Connectivity-Overall7%

Quality-Overall4%

Weight Heavy4%

Value For Money3%