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baby robe

Skip it

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

Market size 23Growth 12Conversion 9Competition 80Returns 47Price range 64Avg price 77Brand share 49Review moat 24Quality gap 15

Competition

Great35%

top-5 click share — an open shelf

Avg price

Great$15.66

avg listing price — sweet spot $15–$100

Price range

Good$8.04–$27.56

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

Brand share

Okay76%

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

Returns

Okay3.2%

return rate — above 5% kills the launch gate

Review moat

Bad6,682.56

avg incumbent reviews — the moat a new listing must climb

Market size

Bad$93K

$93K/yr · 821K searches

Quality gap

Bad4.8★

avg incumbent rating — lower means beatable quality

Growth

Bad-26.1%

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

Conversion

Bad0.7%

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

According to Flapen's Amazon United States niche tracking, baby robe is a $93K/yr Amazon United States market (821K searches/yr). The top 5 brands hold 76% of demand. Demand peaks in Dec. Verdict: Skip it — 37/100.

Data updated Jul 8, 2026 · scored weekly · How we score niches

baby robe market data

Units sold / yr
6K–8K
avg 100–250/product
Revenue / yr
$94K–$125K
units × avg price
Conversion rate
0.7%
Avg BSR
#131
Page quality
0%
Prime
100%
Sponsored
74%
Out of stock
8.2%
Avg brand age
41 months
Avg seller age
147 days

Competition & brand share

Clicks spread well past the top 5 (35% combined) — an open shelf where new products get seen.

Brands

17 rising

Sellers

33

Top-5 brand share

76%

Top 20: 100%

Top-5 click share

35%

Top 20: 74%

Open market

17%

  • Hudson Baby30%
  • Spasilk14%
  • Burt's Bees Baby14%
  • M&G House10%
  • Gerber8%
  • Rising Star7%
  • Open — no brand owns it (11 brands, 17%)

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -26.1% search growth over the last 90 days.
30K20KSpike '24Holiday '24Spike '25Prime Day '25Holiday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Dec · busiest ÷ quietest = 1.9×

Top baby robe search terms

  • baby robe185K/yr
  • hudson baby157K/yr
  • hudson baby girl clothes75K/yr
  • baby bath robe55K/yr
  • baby bathrobe40K/yr
  • hudson baby boy clothes47K/yr
  • baby robes 0-6 months girl35K/yr
  • baby girl robe30K/yr
  • baby boy robe26K/yr
  • baby robes 0-6 months boy27K/yr
All search terms

Top baby robe products on Amazon

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

0%3%$3K6%$6K9%$8K12%$11K101001K10K100K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 24 tracked products in this niche — three views at once, no toggling.

What buyers say about baby robe

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

What buyers love

Soft Feel34%

“Soft & fluffy”

Quality-Overall12%

“Great quality”

Size-Overall10%

“The sizing feels appropriate for the listed age range”

Comfort-Overall7%

“Comfortable”

Durability6%

“seems durable”

Warmth4%

“The hooded robe provides just the right amount of warmth without being too heavy”

Advertised Vs Actual Product3%

“The item matches the description”

Design-Overall3%

“cute design”

Washability3%

“Very soft and durable through all the washes”

Value For Money3%

“Fantastic Price Point”

What buyers complain about

Size-Overall23%

“beware of sizing”

Advertised Vs Actual Product13%

“does not look like the photo that is advertised”

Quality-Overall11%

“Cheap”

Durability7%

“Doesnt seem like it will last for long”

Thickness5%

“Kind of on the thick side”

Smell5%

“All it did was make the entire load of laundry stink”

Shrinkage Resistance5%

“They shrink every time you wash them no matter what type of water you use”

Color5%

“Color is a bit dull faded looking not a bright pink like picture in description of item so that was disappointing as it was to be a gift”

Absorbency5%

“it is less absorbent than Id hoped”

Zipper Quality3%

“Didnt realize when I bought them they had no zippers”

Top return reasons

Size-Overall65%
Material Quality6%
Length5%
Quality-Overall4%
Advertised Vs Actual Product4%
Value For Money2%
Age Suitability2%
Thin2%
Color2%
Width1%

Common questions

Is baby robe profitable to sell on Amazon United States?
The niche generates $93K/yr across 54 tracked products. 0 of 1 products launched in the last 360 days are still selling. 90-day search growth is -26.1%. Flapen's verdict: Skip it (37/100).
How competitive is the baby robe niche?
17 brands and 33 sellers compete. The top 5 products take 35% of clicks and top 5 brands hold 76% of demand.
What do buyers complain about in baby robe?
Top complaints mined from reviews: Size-Overall, Advertised Vs Actual Product, Quality-Overall. The return rate is 3.2%.
When does demand for baby robe peak?
Demand peaks in Dec; the busiest month runs 1.9× the quietest.
What does it cost to enter the baby robe niche?
Listings span $8.04–$27.56; the average listing price is $15.66 (sweet spot $15–$100). The average incumbent carries 6,683 reviews — the moat a new listing must climb.