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77

pool vacuum

Launch it

A $52.6M/yr market growing +294.4% this quarter with returns at 2.2% — clears our launch bar.

Market size 100Growth 100Conversion 40Competition 78Returns 70Price range 9Avg price 48Brand share 87Review moat 53Quality gap 97

Market size

Incredible$52.6M

$52.6M/yr · 8.9M searches

Growth

Incredible+294.4%

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

Quality gap

Incredible3.8★

avg incumbent rating — lower means beatable quality

Brand share

Great48%

top-5 brand share — no brand owns this niche

Competition

Great37%

top-5 click share — an open shelf

Returns

Good2.2%

return rate — above 5% kills the launch gate

Review moat

Good1,388.69

avg incumbent reviews — the moat a new listing must climb

Avg price

Okay$186.77

avg listing price — sweet spot $15–$100

Conversion

Okay3.2%

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

Price range

Bad$13.93–$927.93

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

According to Flapen's Amazon United States niche tracking, pool vacuum is a $52.6M/yr Amazon United States market (8.9M searches/yr). The top 5 brands hold 48% of demand. Demand peaks in May–Jun–Jul–Aug. Verdict: Launch it — 77/100.

Data updated Jul 24, 2026 · scored weekly · How we score niches

pool vacuum market data

Units sold / yr
200K–250K
avg 2,500–3,000/product
Revenue / yr
$37.4M–$46.7M
units × avg price
Conversion rate
3.2%
Avg BSR
#76
Page quality
0%
Prime
86%
Sponsored
98%
Out of stock
13.6%
Avg brand age
39 months
Avg seller age
146 days

Competition & brand share

Clicks spread well past the top 5 (37% combined) — an open shelf where new products get seen.

Brands

39 falling

Sellers

74

Top-5 brand share

48%

Top 20: 85%

Top-5 click share

37%

Top 20: 63%

Open market

47%

  • Enhulk13%
  • Kokido12%
  • PoolMr10%
  • AIPER6%
  • Dolphin6%
  • WINNY POOL CLEANER6%

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — +294.4% search growth over the last 90 days.
800K600KHoliday '24Spike '25Prime Day '25Black Friday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: May, Jun, Jul, Aug · busiest ÷ quietest = 16.4×

Top pool vacuum search terms

  • pool vacuum3.0M/yr
  • pool vacuum for above ground pool1.6M/yr
  • above ground pool vacuum666K/yr
  • pool cleaner550K/yr
  • pool vacuum for inground pools686K/yr
  • pool robot290K/yr
  • robot pool vacuum191K/yr
  • pool vacuum robot247K/yr
  • cordless pool vacuum183K/yr
  • pool cleaner robot295K/yr
All search terms

Top pool vacuum 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.

0%4%$2.1M8%$4.2M12%$6.3M16%$8.4M101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 24 tracked products in this niche — three views at once, no toggling.

What buyers say about pool vacuum

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

What buyers love

Ease Of Cleaning27%

“Cleans up easily”

Value For Money12%

“very affordable”

Ease Of Use12%

“Easy to Handle”

Quality-Overall8%

“Very good well made product”

Charging5%

“Easy to charge”

Battery Life5%

“Good battery”

Advertised Vs Actual Product5%

“Works as promised”

Assembly/Installation3%

“Easy to install”

Filtration2%

“The filter works good”

Durability2%

“Holding up great”

What buyers complain about

Durability16%

“Easily breaks”

Functionality-Overall12%

“Did not work”

Charging10%

“Takes hours to charge”

Ease Of Cleaning9%

“Hard to clean”

Quality-Overall6%

“Bad quality”

Value For Money6%

“It also isnt cheap”

Battery Life4%

“Battery was dead”

Size-Overall3%

“bags are small”

Filtration2%

“VERY disappointed in the filtration”

Jamming/Clogging2%

“Easily clogs up”

Top return reasons

Functionality-Overall22%
Size-Overall12%
Charging11%
Advertised Vs Actual Product9%
Defective Material/Parts8%
Ease Of Cleaning6%
Value For Money5%
Battery Life4%
Durability3%
Filtration2%

Common questions

Is pool vacuum profitable to sell on Amazon United States?
The niche generates $52.6M/yr across 65 tracked products. 42 of 46 products launched in the last 360 days are still selling. 90-day search growth is +294.4%. Flapen's verdict: Launch it (77/100).
How competitive is the pool vacuum niche?
39 brands and 74 sellers compete. The top 5 products take 37% of clicks and top 5 brands hold 48% of demand.
What do buyers complain about in pool vacuum?
Top complaints mined from reviews: Durability, Functionality-Overall, Charging. The return rate is 2.2%.
When does demand for pool vacuum peak?
Demand peaks in May–Jun–Jul–Aug; the busiest month runs 16.4× the quietest.
What does it cost to enter the pool vacuum niche?
Listings span $13.93–$927.93; the average listing price is $186.77 (sweet spot $15–$100). The average incumbent carries 1,389 reviews — the moat a new listing must climb.