58
BU Score
Solid
Riley: Baby Development Coach
✍️ BU Analytics Review
“
Riley: Baby Development Coach is an iOS app from Riley Collective in the Education category, currently rated 4.5★ across 435 ratings. Initial signal reads as mixed reviews — supporters praise core features while critics cite stability/value gaps.
Our BU Score puts it at 58 — Solid (established niche player). For a Education app, that means established niche player.
Track changes month-over-month in the Performance section below — live snapshot history and revenue forecast included.
📊 Performance Tracking LIVE
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.00)METRIC | +$2,800 | |
| bugsREVIEW | −$1,800 | |
| cancelledREVIEW | −$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| support teamREVIEW | +$900 | |
| Good rating (4.5★)METRIC | +$800 | |
| Early-stage install base (435 ratings)METRIC | +$400 | |
| Single-language (English only)METRIC | −$400 | |
| Growing app (1y old)METRIC | +$200 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
💚Sentiment Over Time↑ green = positive · ↓ red = negative
Dec 24
Feb 25
May 25
Jul 25
Aug 25
Sep 25
Oct 25
Dec 25
Jan 26
Feb 26
Mar 26
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🗓️ Snapshot Timeline
HISTORYEach bar shows a tracked update and the metric delta from the previous snapshot.
App Specs
🔐 Own this app? Claim & verify MRR →💾 131 MB🔞 12+📱 iOS 18.0+🔖 v2.6.6🔄 updated 2w ago🌐 EN📂 Education💰 Free🚀 Launched 2024 (1y old)
📝 About this app
Meet Riley — the baby development coach and milestone roadmap trusted by 35,000+ families. See your child's path ahead, take fun quizzes, find local age-appropriate events and understand how you can support your child at every stage.
HOW IT WORKS
- You share your parenting goals and style. Riley gives you a customized milestone 'storyline' for your child's development with skills to check off, guides, articles and more
- Talk to Riley anytime you need support - why is my baby fussy right now? Is this much crying normal? Jet lag nap schedule for travel? Riley is empathetic, tailored to you and available at 3AM
- Riley provides you with stage-based insights, tips and activities to help your child learn and develop cognitive and physical skills. You can also ask Riley to save memories of your child so that you never forget when they took their first steps, kicked a ball, and more
- For newborn parents- track sleep, feeds, diapers, and growth in seconds, and get customized sleep schedules built on demand
- For expecting parents - be prepared on day one, whether it be asking Riley questions about the first 48 hours with baby, or how to prepare your current little one for a new sibling
REVIEWS
"A must have for new parents"
“The parenting partner you didn’t know you needed"
“I love chatting with Riley. Riley is smart, empathetic, and makes me feel supported as a young mom who has never done this before"
FEATURED IN - The Bump, Glamour, TechCrunch, NBC, Axios and more
AWARD WINNING - 2025 AI Breakthrough Award
WHY PARENTS CHOOSE RILEY
• 24/7 pediatric advice chat — empathetic, evidence-based answers from our pediatrician-built knowledge base
• All-in-one baby & sleep tracker — log sleep, naps, growth, nursing, bottles, and diapers with one tap.
• On-demand sleep schedules — use “Golden Window” to get a sleep plan that adapts as your baby grows.
• Daily cognitive skill-building ideas — age-appropriate activities & local outings curated just for you.
• Milestone tracking — tell Riley about recent milestones your child has achieved, and Riley will create personalized activities related to your child’s progress
PARENT-LOVED FEATURES
• Share logs with partners & caregivers in real time
• Generate bedtime stories featuring your child’s name & favorite themes
• Track progress from newborn through grade school in one secure place
Download Riley for free today
Riley is not a medical professional and is not a replacement for any medical diagnosis or treatments. Riley cannot, and does not intend to provide medical diagnoses. Interaction with Riley does not constitute a medical professional-patient relationship. Please do not avoid or delay medical attention as a result of a statement from Riley. When you use Riley chat, we may send the transcripts of chats to our AI partners Anthropic and OpenAI in order to personalize your experience, but data is NEVER used by partners for training.
Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/
HOW IT WORKS
- You share your parenting goals and style. Riley gives you a customized milestone 'storyline' for your child's development with skills to check off, guides, articles and more
- Talk to Riley anytime you need support - why is my baby fussy right now? Is this much crying normal? Jet lag nap schedule for travel? Riley is empathetic, tailored to you and available at 3AM
- Riley provides you with stage-based insights, tips and activities to help your child learn and develop cognitive and physical skills. You can also ask Riley to save memories of your child so that you never forget when they took their first steps, kicked a ball, and more
- For newborn parents- track sleep, feeds, diapers, and growth in seconds, and get customized sleep schedules built on demand
- For expecting parents - be prepared on day one, whether it be asking Riley questions about the first 48 hours with baby, or how to prepare your current little one for a new sibling
REVIEWS
"A must have for new parents"
“The parenting partner you didn’t know you needed"
“I love chatting with Riley. Riley is smart, empathetic, and makes me feel supported as a young mom who has never done this before"
FEATURED IN - The Bump, Glamour, TechCrunch, NBC, Axios and more
AWARD WINNING - 2025 AI Breakthrough Award
WHY PARENTS CHOOSE RILEY
• 24/7 pediatric advice chat — empathetic, evidence-based answers from our pediatrician-built knowledge base
• All-in-one baby & sleep tracker — log sleep, naps, growth, nursing, bottles, and diapers with one tap.
• On-demand sleep schedules — use “Golden Window” to get a sleep plan that adapts as your baby grows.
• Daily cognitive skill-building ideas — age-appropriate activities & local outings curated just for you.
• Milestone tracking — tell Riley about recent milestones your child has achieved, and Riley will create personalized activities related to your child’s progress
PARENT-LOVED FEATURES
• Share logs with partners & caregivers in real time
• Generate bedtime stories featuring your child’s name & favorite themes
• Track progress from newborn through grade school in one secure place
Download Riley for free today
Riley is not a medical professional and is not a replacement for any medical diagnosis or treatments. Riley cannot, and does not intend to provide medical diagnoses. Interaction with Riley does not constitute a medical professional-patient relationship. Please do not avoid or delay medical attention as a result of a statement from Riley. When you use Riley chat, we may send the transcripts of chats to our AI partners Anthropic and OpenAI in order to personalize your experience, but data is NEVER used by partners for training.
Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/
🆕 What's New · v2.6.6
Magic Memories! Take fun quizzes that automatically turn into lifelong keepsakes.
Growth Insights! See how much your child has grown, stage-by-stage.
Growth Insights! See how much your child has grown, stage-by-stage.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Riley: Baby Development Coach
- Developer
- Riley Collective
- Bundle ID
- com.rileycollective.riley.ios
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 12+
- Languages
- EN
Company
- Website
- rileyapp.com
- Tagline
- Riley – Baby Tracker & Child Development Expert
- Description
- Riley learns and grows with your family, offering personalized, data-backed guidance so you're ready for anything life—or your kids—throw your way.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- OG image
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $3.8K/mo
- Top-grossing rank
- 🇺🇸#62 /99
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- Not found
- Not found
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
- Total raised
- Not found
- Last round
- Not found
- Investors
- Not found
- Crunchbase
- Not found
- AngelList
- Not found
Press & Links
- Articles found
- Not found
- Listed on
- Not found
- Blog
- Not found
- Press / News
- Not found
Contacts & Socials
- Socials
- Not found
- Not found
- Phone
- Not found
- Contact page
- Not found
- About page
- Not found
📈Ratings growth435 ratings+2189% lifetimeShow 3-year history estimate ▾
Tracked (33 weeks) Pre-tracking estimate (18 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution●Top 10●Top 30●Top 60
📊Category Rank Trajectory#62 now · best #58 · worst #99
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
