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Robot Vacuum Cleaner

Fail

Prices span $163.53–$722.95, mostly outside the sweet spot, so Robot Vacuum Cleaner is a Fail.

Flapen Score
38
38 / 100
Top 41% of 214 Home niches · +2 vs the category median of 36
Market size
$26K/yr16K searches / yr
90-day growth
+14.9%search demand this quarter
Competition
66%top-5 click share · 7 brands · 14 sellers

Flapen Score

Robot Vacuum Cleaner against its category

The dotted line is the Home average. Past it, Robot Vacuum Cleaner is stronger. Inside it, weaker.

38Fail
Big MarketTrendingHigh ConversionOpen MarketLow ReturnsPrice rangeAvg priceNo Dominant BrandLow Review BarrierQuality Gap
This niche Category average

Market

The Robot Vacuum Cleaner market on Amazon at a glance

Shoppers on Amazon Singapore searched for Robot Vacuum Cleaner 16K times last year and spent an estimated $26K. The top 5 brands take 93% of clicks. Flapen scores it 38 out of 100, a Fail.

01 · Demand

An estimated 0.4% of those searches ended in a purchase.

Shoppers searched for this 16K times in the last 12 months. That counts every search on Amazon Singapore for this niche's terms. An estimated 0.4% of those searches ended in a purchase. Searches in the last 90 days moved +14.9% against the 90 days before. Searches, conversion and average price together put the market at an estimated $26K a year.

Searches, last 12 months
16K
Growth, 90 days vs prior 90
+14.9%
Conversion, latest week
0.4%
Market size, estimated
$26Ka year
Top search term
robot vacuum6K searches a year

02 · Price

A sale here is worth $373.88.

Listings sell for $373.88 on average, from $163.53 to $722.95. Amazon reports units sold in ranges. This niche sold 0 to 100 a year. The average listing sells 0 to 100 of them. At $373.88 that is $0 to $37K a year per listing.

Average price
$373.88above the $15 to $100 sweet spot
Price range
$163.53–$722.95
Amazon Singapore median price
$30.00across 1,590 niches
Units sold a year
0–100
Units per listing a year
0–100
Revenue per listing a year
$0–$37K
Returns
0.4%of orders · Amazon Singapore median 0.0%

03 · Entry bar

The bar here is low.

57% of listings pay for placement with sponsored ads. 71% ship with Prime. On an average day, 34.9% of listings are out of stock. The average listing ranks #34 within Home. It carries 180 reviews at 4.27 stars, so a new listing needs social proof before a better product.

Sponsored listings
57%
Prime listings
71%
Out of stock, average day
34.9%
Average rank
#34in Home
Average rating
4.27 starsAmazon Singapore average 4.47 stars
Average reviews
180per listing
Listings tracked
14

04 · Newcomers

0 of last year's 5 launches cleared the first-year sales bar.

5 products launched here in the last 12 months. 0 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 25 months on average, so a newcomer is not facing entrenched names.

Launched, last 12 months
5
Successful launches
0Amazon's first-year sales bar
Average brand age
25 months

Products

Top Robot Vacuum Cleaner products & what they sell for

Every tracked product: its share of the shelf, its reviews, and its price.

Sign in to see the products

The products selling in this niche are for signed-in readers. Every market figure above stays open to everyone.

Competition

Competition: brands, sellers & click share

The top 5 products take 66% of clicks. Leaders hold, but buyers still shop past them.

Brands

7 flat

Sellers

14

Top-5 brand share

93%

Top 20: 100%

Top-5 click share

66%

Top 20: 100%

Open market

3%

  • Brand 156%
  • Brand 212%
  • Brand 311%
  • Brand 410%
  • Brand 54%
  • Brand 64%
  • Open — no brand owns it (1 brand, 3%)

Demand

Robot Vacuum Cleaner search demand

Weekly searches over the year, seasonality beneath. Pick a range.

1K600Spike '25Black Friday '25Spike '26SepOctNovDecJanFebMarAprMayJunJul

Peak months: Jun, Oct, Nov · busiest ÷ quietest = 2.8× · 11 of 12 months tracked

Reviews and returns

What reviews say buyers love and hate about Robot Vacuum Cleaner

We read the reviews and the return reasons for every product selling here.

50%of positive reviews mention “Value For Money”
100%of negative reviews mention “Quality-Overall”
0.4%of orders come back
“Bad quality”
A buyer, on “Quality-Overall”100% of negative reviews mention the same topic

Every topic

Every topic buyers talk about, one row each.

Red shows the share of negative reviews and green the share of positive reviews, biggest topic first. Open a row to read what they wrote.

11 topics

NegativePositive

Keep looking

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FAQ

Common Robot Vacuum Cleaner questions

Answered from the same tracked data.