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roboclean
Worth a lookShows beatable incumbent ratings (3.6★), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.
Quality gap
Incredible3.6★avg incumbent rating — lower means beatable quality
Review moat
Incredible53avg incumbent reviews — the moat a new listing must climb
Returns
Great1.1%return rate — above 5% kills the launch gate
Growth
Great+72.2%90-day search growth — must beat 0% to launch
Avg price
Good$147.09avg listing price — sweet spot $15–$100
Brand share
Good73%top-5 brand share — brands hold most of the demand
Competition
Okay57%top-5 click share — leaders hold, buyers still browse
Price range
Okay$39.83–$233.86cheapest to priciest tracked listing — scored on the share inside $15–$100
Market size
Okay$110K$110K/yr · 49K searches
Conversion
Bad1.5%search→purchase rate — share of searches ending in a sale