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nerd glasses

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A small market ($42K/yr) — this niche doesn't clear our bar today.

Market size 10Growth 20Conversion 53Competition 43Returns 46Price range 27Avg price 25Brand share 67Review moat 51Quality gap 55

Brand share

Good65%

top-5 brand share — brands hold most of the demand

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Conversion

Good4.3%

search→purchase rate — share of searches ending in a sale

Review moat

Good1,442.05

avg incumbent reviews — the moat a new listing must climb

Returns

Okay3.5%

return rate — above 6% kills the launch gate

Competition

Okay59%

top-5 click share — leaders hold, buyers still browse

Price range

Okay$5.60–$18.55

cheapest to priciest tracked listing — scored on the share inside $15–$100

Avg price

Okay$8.90

avg listing price — sweet spot $15–$100

Growth

Bad-9.2%

90-day search growth — must beat 0% to launch

Market size

Bad$42K

$42K/yr · 107K searches

Competition

The top 5 products take 59% of clicks — established leaders, but buyers still shop beyond them.

Brands

16 falling

Sellers

30

Top-5 brand share

65%

Open market

30%

  • CGID30%
  • Kangaroo12%
  • Billy-Bob9%
  • Vaulted Skulls & Co7%
  • Gaoye6%
  • Spooktacular Creations5%

Product shelf

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%10%$4K20%$8K30%$12K40%$17K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 20 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -9.2% search growth over the last 90 days.
20K15KSpike '24Spike '25SepDecMarJunAugNovMarMay

Peak months: Oct, Nov · busiest ÷ quietest = 5.6×

Reviews

What buyers praise and complain about, mined from review topics.

What buyers love

Quality-Overall19%

“Decent quality”

Value For Money12%

“Great value”

Size-Overall10%

“Fit was perfect”

Advertised Vs Actual Product8%

“Works as advertised”

Comfort-Overall8%

“Comfortable too”

Shape/Style5%

“Cute and stylish”

Blue Light Filter5%

“Excellent blue light blocking”

Lenses4%

“They are just a clear lens”

Eye-Hygiene4%

“They help with the eye strain he was getting”

Durability3%

“Very durable”

What buyers complain about

Size-Overall15%

“Too small”

Blue Light Filter13%

“NOT BLUE LIGHT FILTERING GLASSES”

Lenses11%

“However the lens smidge easily”

Functionality-Overall8%

“They do nothing”

Quality-Overall7%

“Cheap”

Durability7%

“Broke”

Value For Money5%

“Way overpriced”

Color5%

“turn yellow”

Ease Of Cleaning3%

“get dirty easily too”

Visibility2%

“annoying to see all day”

Top return reasons

Size-Overall52%
Blue Light Filter9%
Functionality-Overall7%
Advertised Vs Actual Product7%
Lenses5%
Shape/Style3%
Quality-Overall2%
Comfort-Overall2%
Color2%
Value For Money1%