33
lightburn software
Skip itA concentrated shelf (top 5 take 100% of clicks) — this niche doesn't clear our bar today.
Review moat
Incredible47.5avg incumbent reviews — the moat a new listing must climb
Quality gap
Incredible3.9★avg incumbent rating — lower means beatable quality
Price range
Incredible$19.41–$87.48cheapest to priciest tracked listing — scored on the share inside $15–$100
Avg price
Great$59.32avg listing price — sweet spot $15–$100
Conversion
Okay2.7%search→purchase rate — share of searches ending in a sale
Returns
Bad6.7%return rate — above 5% kills the launch gate
Growth
Bad-20.1%90-day search growth — must beat 0% to launch
Market size
Bad$39K$39K/yr · 25K searches
Competition
Bad100%top-5 click share — a locked-up shelf
Brand share
Bad100%top-5 brand share — brand-locked demand