How It Works
Simple steps. A perfect night.
1
Taste Profile — An optional layer to set hard preferences once: dietary restrictions, alcohol, home location, accessibility needs, and more.
2
Establish a Session — Choose your night type: Date Night, Friend Hang, Group Hang, or Double Date.
3
8 Dimension Cards — Each user shares how they're feeling to determine what they're looking for in the outing: energy, budget, setting, vibe, and more.
4
Quick Swipes — Based on dimensional preferences, fast binary options appear. YES this sounds good. NOPE, not tonight.
5
AI Builds Recommendations — Based on taste profile, dimensional preferences, and options that sound good to all users.
6
Match & Confirm — Swipe yes or no through final recommended options until everyone agrees.
7
Live Your Life — Do the thing. Rate the hang after. The next one gets even better.
The Tech
The Signal Stack.
A four-layer AI prompt architecture that builds a rich data set on user preferences. The more it's used, the better it gets. This is the moat — it can't be replicated with a ChatGPT plugin. Unplanned owns and protects the data for its users, and it's anonymized before entering the AI layer.
Layer 1 — Highest Authority
Taste Profile — Hard Filters
Dietary, alcohol, mobility, budget ceiling. Absolute constraints. Never violated.
Layer 2 — Soft Nudge
Learned Memory
EMA scoring gets smarter every session. Biases toward what you've loved, softly away from what you haven't.
Layer 3 — Conditional
Live Context
Real venues and events available tonight — geo-validated, pre-filtered against your constraints.
Layer 4 — Highest Weight
Session Preference Vector
Tonight's mood. Overrides everything except Layer 1. Derived entirely from your swipes.
Go-to-Market
The distribution moat.
Channel 1
MattandAbby Organic
11M+ monthly views · 7.6B total
GRWM date nights. "We let AI plan our date." Viral format integrations. Built-in audience, zero ad spend.
Street-style content: ask strangers how much they struggle planning date nights — hand them the app and film the reaction.
Channel 2
Influencer Partners
30M+ single video reach
Partner couple and family creators use the app on camera. Every collab multiplies the funnel at zero cost.
Channel 3
Brand Promos
TopGolf, restaurants, experience brands. Sponsored Featured Date Nights surfaced in the recommendation engine as clearly labeled #sponsored cards.
Monthly reach that dwarfs most paid media budgets. CAC = $0 at launch.
Business Model
Four revenue layers.
Brands sponsor curated plans surfaced in the AI engine. Shown to users as #sponsored cards — clearly labeled, never hidden. $8 CPM model.
Every booking or ticket purchased through a recommendation earns a commission. Revenue aligned with user action — 7% avg capture rate.
MattandAbby + partner creators integrate brands into app-adjacent content. Negotiated deal fees layered on top of organic reach.
Ad-free experience, unlimited session history, advanced taste profile, and exclusive featured plans. Brand deals would appear only as clearly labeled #sponsored cards for free-tier users — premium users see none.
Product Roadmap
Launching summer 2025.
July 2025
Web App — "The App of the Summer"
MattandAbby organic campaign. First users acquired at zero cost. Core swipe and AI recommendation flow live.
Sept 2025
Monetization — Live Featured Date Nights
First brand partner placements go live in the recommendation engine. $8 CPM model activated.
Jan 2026
Monetization Expansion — Influencer Brand Deals
Formalized brand deal program with MattandAbby and partner creators. Negotiated integrations begin generating deal revenue.
Mar 2027
Monetization Expansion — Affiliate Commissions
Booking and ticketing affiliate integrations activated. 7% avg commission on user-driven purchases through the app.
June 2027
Native Mobile App — iOS + Android
Push notifications. Full offline support. App store presence unlocks new acquisition surface.
Nov 2027
International Expansion + Platform API
Beyond US-only. Venue partner API. Group hang mode for 4+ users. Premium subscription tier.
Competitive Landscape
Nobody is doing what we're doing.
|
Unplanned |
Cobble |
Lovewick |
Yelp |
ChatGPT |
| Multi-user sync |
✓ |
✓ |
✗ |
✗ |
✗ |
| Real options fetched |
✓ |
✗ |
✗ |
✓ |
✗ |
| AI builds full plan |
✓ |
✗ |
✗ |
✗ |
✓ |
| Learns taste over time |
✓ |
✗ |
✗ |
✗ |
✗ |
| Influencer distribution |
✓ |
✗ |
✗ |
✗ |
✗ |
| No account required |
✓ |
✗ |
✗ |
✓ |
✓ |
Scroll table horizontally if needed. Cobble (closest comp) has 400K+ swipes — no AI, no live fetch, no influencer moat.
SWOT Analysis
Honest look at where we stand.
Strengths
• MattandAbby distribution — 8M+ subscribers, $0 CAC
• Only app combining AI sync + live options + memory
• No account required — lowest onboarding friction
Weaknesses
• Pre-revenue, pre-launch — no proven traction yet
• Live options quality dependent on API partners
• US-only at launch limits TAM
Opportunities
• $422B entertainment market unaddressed by AI
• Influencer flywheel multiplies funnel at zero cost
• International expansion + native mobile in 2026
Threats
• Dating apps building activity recommendation layers
• AI commoditization — ChatGPT closing capability gap
• App store fees and dependency in Phase 2
Exit Strategy
Who buys this and why.
Comparable Exit
Bumble IPO'd at $8.18B in 2021. Today at ~$500M cap it generates $174M annual free cash flow. Companies helping people connect still command real value. Unplanned plays in the same space with a fundamentally better moat.
Strategic Acquirer A
Match Group / Hinge
Adds activity planning to the post-match experience. Keeps users engaged beyond date selection.
Strategic Acquirer B
Yelp / Google
Distributes AI planning on their local data infrastructure. Turns search into action.
Strategic Acquirer C
Media / Entertainment Co.
Buys the MattandAbby audience and platform together. Content flywheel + user data + brand equity.
Strategic Acquirer D
Airbnb / Expedia
Expands into everyday outings. Unplanned becomes the discovery engine for any night out.