crib vibrator
Skip itHigh returns (10.7%) — this niche doesn't clear our bar today.
Quality gap
Incredible3.9★avg incumbent rating — lower means beatable quality
Avg price
Incredible$43.81avg listing price — sweet spot $15–$100
Price range
Great$15.99–$108.68cheapest to priciest tracked listing — scored on the share inside $15–$100
Review moat
Great473.27avg incumbent reviews — the moat a new listing must climb
Brand share
Okay85%top-5 brand share — brands hold most of the demand
Conversion
Okay2.5%search→purchase rate — share of searches ending in a sale
Competition
Bad71%top-5 click share — a locked-up shelf
Growth
Bad-10.5%90-day search growth — must beat 0% to launch
Market size
Bad$67K$67K/yr · 62K searches
Returns
Bad10.7%return rate — above 6% kills the launch gate
Competition
The top 5 products capture 71% of clicks — a locked-up shelf that new listings rarely crack.Brands
10 rising
Sellers
23
Top-5 brand share
85%
Open market
11%
- Bakeling28%
- SNOVVI21%
- Munchkin17%
- Frida13%
- Olfjurk6%
- iYeHo5%
- Open — no brand owns it (4 brands, 11%)
Product shelf
Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.
All 15 tracked products in this niche — three views at once, no toggling.
Top sellers
by 90-day click share
Baby Vibrating Sleep Soother Baby Sleep Aid Newborn Soothers for Help Sleeping 3 Adjustable Vibration Modes 90 Min Timer Newborn Vibrations Mattress Pad for Home & Travel Use for Crib & Stroller
Bakeling$36.493.8★267 rev
Munchkin Lulla-Vibe Vibrating Pad Baby Sleep Soother for Crib Mattresses Bassinets Strollers Nap and Sleep Aid for Babies and Infants Rechargeable Light Blue
Munchkin$33.523.9★137 rev
Frida Baby Hands-Free Stroller Device with 5 Vibration Levels Universal Stroller Accessories Rechargeable Portable Vibration for Cribs & Strollers Water-Resistant Baby Soother
Frida$42.784.4★4,449 rev
Baby Vibrating Soother Baby Patter for Sleep Rechargeable Baby Sleep Soother Pad with 3 Vibration Modes & 90M Timer - Portable Vibration Mattress for Crib Bassinet and Travel Stroller
SNOVVI$36.823.9★89 rev
iYeHo Baby Sleep Soother with Gentle Vibration - Portable Vibrating Mattress Pad for Newborn & Infant Timer Perfect Baby Gift
iYeHo$15.993.6★207 rev
Newest
by launch date
Baby Stroller Rocker with Adjustable Rocking Speed and 11 Soothing White Noise Hands-Free Rechargeable Sleep Soother Rocker Portable Accessories for Strollers & Prams Essential Baby Gear
Gisotu$46.3237 rev
Baby Vibrating Soother Baby Patter for Sleep Rechargeable Baby Sleep Soother Pad with 3 Vibration Modes & 90M Timer - Portable Vibration Mattress for Crib Bassinet and Travel Stroller
SNOVVI$36.8289 rev
2025 Upgraded Baby Sleep Soother with 3 Vibration Modes & Timer Portable Vibrating Sleep Aid for Cribs Strollers Travel | 90-Min Auto-Off Gentle Calming for Babies
SNOVVI$25.0689 rev
Smart Vibration Baby Soother for Cribs: 3 Gentle Modes Customizable Intensity Fast USB-C Charging Essential Sleep Aid for Newborns
SNOVVI$54.781 rev
Snovvi Upgraded Baby Sleep Soother Pad with 3 Vibration Calming Vibrating Sleep Soother 90 Min Timer Anti-Touch Interface 5D Memory Foam Portable Vibrating Mattress Pad for Infants 0-12 Months+
SNOVVI$92.3117 rev
Trending
90-day click momentum
Baby Vibrating Sleep Soother Pad Baby Sleep Aid Vibrating Mattress Pad Sleep Soother 90 Min Timer Vibrating Mat for Sleep Aid to Calm Fussy Newborn for Easier Rest Infant: 0-12 Months Blue
Bakeling$108.684.2★
Snovvi Upgraded Baby Sleep Soother Pad with 3 Vibration Calming Vibrating Sleep Soother 90 Min Timer Anti-Touch Interface 5D Memory Foam Portable Vibrating Mattress Pad for Infants 0-12 Months+
SNOVVI$92.314.5★
Baby Vibrating Soother Baby Patter for Sleep Rechargeable Baby Sleep Soother Pad with 3 Vibration Modes & 90M Timer - Portable Vibration Mattress for Crib Bassinet and Travel Stroller
SNOVVI$36.823.9★
Smart Vibration Baby Soother for Cribs: 3 Gentle Modes Customizable Intensity Fast USB-C Charging Essential Sleep Aid for Newborns
SNOVVI$54.785.0★
Baby Stroller Rocker with Adjustable Rocking Speed and 11 Soothing White Noise Hands-Free Rechargeable Sleep Soother Rocker Portable Accessories for Strollers & Prams Essential Baby Gear
Gisotu$46.324.1★
Demand
Weekly Amazon search volume, last 43 weeks — -10.5% search growth over the last 90 days.Reviews
What buyers praise and complain about, mined from review topics.What buyers love
“Seems to help comfort for sleep”
“Perfect vibration”
“It is very easy to work with”
“holds a good charge”
“Battery life is great”
“Portable and easy to travel with”
“The quality feels solid”
“Totally worth the price”
“Nice comfort item”
“It is soft”
What buyers complain about
“Broke after just a few weeks”
“Doesnt keep a charge”
“Not dependable”
“Its a little expensive for the basic quality”
“battery has low power capacity”
“despite it being pricey”
“I wasnt able to actually see any long-term effectiveness in soothing or helping with sleep”
“WAY too strong of vibration for a bassinet”
“hard to use”
“The description given by the merchant doesn't match the actual performance”