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harry potter dress

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Weak search conversion (0.7%) — this niche doesn't clear our bar today.

Market size 26Growth 13Conversion 9Competition 91Returns 14Price range 84Avg price 95Brand share 35Review moat 61Quality gap 30

Avg price

Incredible$26.74

avg listing price — sweet spot $15–$100

Competition

Great25%

top-5 click share — an open shelf

Price range

Great$5.22–$78.50

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

Review moat

Good1,051.4

avg incumbent reviews — the moat a new listing must climb

Brand share

Okay84%

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

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Market size

Okay$105K

$105K/yr · 575K searches

Returns

Bad8.6%

return rate — above 6% kills the launch gate

Growth

Bad-23.4%

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

Conversion

Bad0.7%

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

Competition

Clicks spread well past the top 5 (25% combined) — an open shelf where new products get seen.

Brands

28 rising

Sellers

97

Top-5 brand share

84%

Open market

14%

  • Harry Potter35%
  • Disguise33%
  • INTIMO7%
  • Bioworld5%
  • French Toast4%
  • Fun Costumes2%
  • Open — no brand owns it (22 brands, 14%)

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%2%$2K4%$4K6%$6K8%$8K1101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)1 product missing review or click data not plotted

All 92 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -23.4% search growth over the last 90 days.
100K60KPrime Day '24Spike '24Prime Day '25Spike '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Sep, Oct · busiest ÷ quietest = 18.9×

Reviews

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

What buyers love

Quality-Overall22%

“Great quality for Harry Potter world”

Size-Overall17%

“very true to size”

Gifting Purpose8%

“Cute gift”

Value For Money6%

“Good value for price”

Soft Feel5%

“They are soft”

Advertised Vs Actual Product4%

“As described”

Color4%

“Good colors”

Ease Of Use4%

“so easy”

Comfort-Overall3%

“comfortable”

Material Quality3%

“Nice material, comfortable”

What buyers complain about

Size-Overall22%

“size up”

Quality-Overall16%

“buy a better quality costume from the get go”

Material Quality9%

“cheap plastic”

Allergies6%

“She is allergic to a lot of earrings”

Machine Wash Suitability6%

“Probably will not last long if washed”

Neck Fit5%

“The chiffon is too tight around the neck”

Durability5%

“During 1 day of normal wear, the earrings got so bent up it took 2 of us to get them out of my ear”

Functionality-Overall5%

“This product does not work”

Advertised Vs Actual Product5%

“Misleading”

Ease Of Use2%

“plus annoying having it come on so easily”

Top return reasons

Size-Overall49%
Length7%
Material Quality6%
Waist Fit5%
Quality-Overall5%
Advertised Vs Actual Product4%
Value For Money3%
Chest Fit3%
Color3%
Product Condition2%