I'd want to see this data before committing to Riley. The Kids & Parenting space has alternatives that outperformed it on engagement ratio, and a few that launched in the past six months with fresher approaches.
The numbers below come from launch data. No pay-to-play, no editorial picks.
Riley: Quick Overview
Riley
Your smart parenting companion: newborn to toddler & beyond
418
Riley is an all-in-one parenting app that provides personalized guidance, reducing stress for parents. By combining baby tracking, with adaptive AI technology and science-backed advice, Riley transforms the parenting journey from uncertain to confident.
Remento makes writing a memoir as easy as talking. Our Speech-to-Story technology turns weekly recorded interviews into a hardcover book of polished stories, printed with QR codes that link to the original recordings. The perfect holiday gift for any parent🎁
Stress and hormones? The most toxic relationship. That's why 80% of people with cycles deal with cramps and PMS (mood swings and anxiety before period). We turn self-care into a game you want to play to help you balance hormones and ditch the monthly struggle.
AI caregiver to assist in caring for your loved ones
874
Discover AiWatchfulCompanion: your second pair of eyes powered by AI. The App relieves caregivers stress and keeps your loved ones safe. Transform ordinary devices into smart caregivers. Be there, even when you're not. Join the waiting list on the website now!
Your personal pocket therapist. Available for you 24/7, Deepen remembers and evolves with you over time; understanding your unique story. Need to get something off your chest? Want to explore your thoughts or your past? With Deepen, you can chat about anything
We all might need some help with our mental health. I used Ash and was blown away by how helpful it was at 2 AM. It remembered our conversations, and even challenged me, providing valuable insights. Isn't it crazy how AI can make us feel more human?
Have AI read and write personalized bedtime stories
822
AI app that reads and writes personalized bedtime stories for children and adults. Customize each story with names, favorite characters, and themes. Enjoy lifelike narration by realistic voice actors, making every story a unique and immersive experience.
This is your go-to app, blending innovation with artistic freedom to unlock creative potential. Perfect for all ages, it offers step-by-step lessons and AI feedback to enhance your drawing skills, at your own pace. Simply Draw makes art accessible to everyone!
Now as a mobile app, Earth.fm is a non-profit platform offering 900+ immersive, high-quality natural sound recordings from around the world. Explore the interactive soundmap and discover your favourite soundscapes—all to help you relax, meditate, and focus xx
An AI powered device and app that brings soft toys to life
734
ToyPal revolutionizes storytelling and parenting! Attach this heart-shaped device to any soft toy, pair with our app, and watch it create personalized stories and routines starring your child. Screen-free fun with magical storytelling powered by AI.
A mobile game that takes care of your mental health
704
Take your mental well-being up to the next level together with Urso — your mindful companion! Embark on a space journey, assist Urso in exploring new realms, and build a home among the stars. Discover self-help techniques in a stress relieving, gamified way.
Meet the #1 ADHD Coaching Platform’s v2.0. We’ve supercharged our original science-backed ADHD Coaching program with AI. Get more out of your coaching journey with session summaries, action reflection insights, smart searching through your history, and more.
todai is your personal AI guide for mental clarity and emotional balance. Track your mood, uncover patterns, and get science-based tools — anytime, anywhere.
Personalized AI bedtime story generator for children
557
The story app that turns bedtime into a magical experience for children. Your child becomes the star of their own personalized story, where they can choose to be one of many different character types and include loved ones like parents and friends.
A product that pulled 500 interest in 2022 faced a different competitive landscape than one pulling 500 in 2026. The bar rises every year as more products enter every category. Compare products within their year cohort, not across years.
Engagement ratios are more stable across time periods. A 0.40 engagement ratio meant the same thing in 2022 as it does now: people cared enough to discuss it at length.
Frequently Asked Questions
Launch-day attention. It's a popularity signal, not a quality score. A product with 2,000 interest might be worse than one with 400. The number tells you who showed up, not who stayed.
Discussion threads divided by interest score. Above 0.30 is strong. Means people cared enough to write about it. Below 0.15 is a warning sign: lots of eyeballs, not much substance. We've found it's the single best predictor of whether a product has staying power.
No. Zero sponsorships, zero paid placements. Rankings come directly from community engagement data.
We pull new launch data regularly and rebuild the entire index. Historical scores are preserved. A product's launch-day numbers don't change retroactively, which keeps the rankings honest.
Because interest score measures initial attention, not quality. A 300-interest product with 0.50 engagement ratio has a small, obsessed audience. That's usually a better sign than 3,000 interest with 0.08 engagement, which screams 'great marketing, thin product.'