45
litter robot 4 liner bags
Skip itA concentrated shelf (top 5 take 86% of clicks) — this niche doesn't clear our bar today.
Conversion
Incredible18.3%search→purchase rate — share of searches ending in a sale
Returns
Incredible0.6%return rate — above 6% kills the launch gate
Avg price
Great$18.73avg listing price — sweet spot $15–$100
Price range
Good$8.73–$26.22cheapest to priciest tracked listing — scored on the share inside $15–$100
Review moat
Good1,315.11avg incumbent reviews — the moat a new listing must climb
Growth
Okay+9.9%90-day search growth — must beat 0% to launch
Market size
Okay$123K$123K/yr · 36K searches
Quality gap
Bad4.6★avg incumbent rating — lower means beatable quality
Brand share
Bad95%top-5 brand share — brand-locked demand
Competition
Bad86%top-5 click share — a locked-up shelf