Report updated Apr 24, 2026
Decide - Restaurant Roulette
For social groups and families who struggle with indecision when choosing a restaurant.
Overview · Full Intel report in progress
Decide - Restaurant Roulette is an established food & drink app that is completely free. With a 3.5/5 rating from 31 reviews, it shows polarized user reception.
What is Decide - Restaurant Roulette?
Current Momentum
v1.0
Bug fixes Actively monitoring user feedback & crash logs to resolve issues
Competition
Rivals identification in progress
7-Day Rank Pulse 🇺🇸
Food & DrinkNo ranking data
Rating Pulse 🇺🇸
What makes this app unique?
What Does It Look Like?
How Is The App's Momentum Right Now?
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What Are The Key Features?
Automatically selects a restaurant for the group to remove the stress of decision-making.
Utilizes Yelp data to provide reliable restaurant recommendations and detailed venue information.
Finds nearby dining options based on the user's current location and specific preferences.
Provides direct access to navigation for the selected restaurant.
How much does it cost?
Who Built It?
Pinecone Labs
Providing accessible digital tools for anxiety management and daily utility through sensory experiences and AI-driven organization.
Portfolio
10
Apps
Who is Pinecone Labs?
Pinecone Labs operates as a utility-focused studio, pivoting from niche campus commerce toward a dual-track strategy of mental wellness and AI-assisted lifestyle tools. Their positioning relies on high-retention sensory feedback loops and haptic experiences, which differentiates their flagship from content-heavy meditation competitors. The recent high-velocity release cycle suggests a strategic shift toward aggressive experimentation in the Food & Drink category to diversify beyond their primary wellness success.
Who is Pinecone Labs for?
- Individuals seeking digital coping mechanisms for anxiety
- Home cooks looking for AI-driven organization tools
Portfolio momentum
Released 9 updates across the portfolio in the last 6 months, with the most recent major release occurring 9 days ago.
What other apps does Pinecone Labs make?
Inspo - Recipes & Meal Planner
Stress Ball - Anxiety Relief
Refresh - Live in the Moment
CollegeBook - College Market
Momentum - Habit Reminders
Happie - Smile Therapy :)
Analysis in progress, available soon
What do users think recently?
Analysis in progress, available soon
Analysis in progress, available soon
What is the competitive landscape for Decide - Restaurant Roulette?
How's The Food & Drink Market?
Market outlook for this category
Available very soon
Strategic analysis coming soon
SWOT, key takeaways & outlook
The outtake for Decide - Restaurant Roulette
Key Takeaways
Decide functions as a randomizing utility that leverages Yelp data to resolve group dining indecision.
Where Is It Heading?
Trend analysis
Available very soon