30
ra optics
Skip itBrand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.
Review moat
Great294.33avg incumbent reviews — the moat a new listing must climb
Quality gap
Great4.3★avg incumbent rating — lower means beatable quality
Avg price
Good$123.88avg listing price — sweet spot $15–$100
Price range
Okay$38.95–$164.25cheapest to priciest tracked listing — scored on the share inside $15–$100
Returns
Okay4.6%return rate — above 5% kills the launch gate
Growth
Bad-4.1%90-day search growth — must beat 0% to launch
Competition
Bad75%top-5 click share — a locked-up shelf
Conversion
Bad1.1%search→purchase rate — share of searches ending in a sale
Market size
Bad$36K$36K/yr · 26K searches
Brand share
Bad100%top-5 brand share — brand-locked demand
Signals High Price