Warm minimal loft
Riverside district
- Interiors match your saved warm minimal boards
- South-facing light across the main rooms
- 14-minute commute, inside your mobility range
The all-in one real estate match
Find the place of your dreams in one single place through who you truly are.
MatchAI understands your style, lifestyle, priorities and intent — then connects you with all the places most likely to feel right.
You stay in control of what you connect and share.
Your life is the search criteria.
The problem
You don't shop for a home with filters. You feel your way to it.
Bedrooms, bathrooms and a price range describe a listing — never a life. So people scroll hundreds of properties that technically qualify and emotionally don't. Match&Buy flips the order: the app learns who you are first, and reads the market against you.
What you love
The homes you save, the interiors you double-tap, the styles you keep coming back to. Taste is a signal, not a filter.
How you live
Connect the social profiles you choose and Match&Buy reads the rhythm of your life — mornings outdoors, hosting friends, working from home.
Where you're going
Growing a family, a first apartment, an investment, a slower city. Your aspiration reshapes what deserves to be shown to you.
In the app
A feed that behaves like the places you already love following.
Match&Buy lives where discovery already happens: a social, visual, endlessly scrollable experience on iOS. You react to real homes instead of filling a form — and the more you react, the sharper the match becomes.
- 1
Swipe, save, react
Every interaction teaches MatchAI
- 2
Your profile takes shape
Style, lifestyle, priorities, intent
- 3
Places come to you
Ranked by fit, with reasons you can read
Humanized matching profile
Who you are becomes your search criteria.
React to a few places below and watch the Match Profile move. Every dimension is reviewable and editable, and every connected source is optional and permission-based.
Your Match Profile
Architectural and interior taste
68%Warm minimal, natural materials
Lifestyle and household needs
61%Two adults, remote work, one pet
Commute, mobility and neighborhood
54%Walkable, under 20 min commute
Budget and financial boundaries
72%Firm ceiling, flexible on size
Space usage and future plans
49%Room to grow within three years
Saved images, boards and connected sources
44%Optional and permission-based
Explicit deal-breakers and must-haves always override inferred preferences. Match&Buy never extracts private social data automatically.
Garden-facing duplex
Oak Park
Glass tower studio
Financial core
React to a place to see the profile adapt.
How it works
Four steps from who you are to where you belong.
Step 1Tell us about your life
Answer a short conversational onboarding about how you live, work and move.
Step 2Connect inspiration, optionally
Add images, boards or permitted sources. Entirely optional, revocable any time.
Step 3Meet your Match Profile
See the styles, needs and priorities MatchAI inferred — and edit anything.
Step 4Discover places that fit
Get ranked places with transparent reasons, and improve results with feedback.
MatchAI engine
One intelligence layer across the real-estate journey.
MatchAI is the connective layer between people, property data and distribution surfaces.
MatchAI
Native iOS app
In development
Admin Portal
In development
Partner portals / API
Planned
Architecture illustration. Maturity labels reflect current product status.
- Creates an evolving user preference and intent profile
- Enriches and normalizes property information, descriptions and imagery
- Compares user context with property attributes and visual characteristics
- Generates an affinity score plus understandable match reasons
- Learns from ongoing user feedback and engagement
- Routes qualified demand to agents and inventory partners
We describe MatchAI by what it does today and what is planned — no third-party integrations are claimed as live.
Native iOS experience
Property discovery designed like the products people already love.
All-in one feed
Dynamic search
Genuinely match
Illustrative design of the intended iOS experience — not final production screens.
Personalized social feed
A feed shaped by your profile, not by ad spend.
Swipe and match discovery
Fast reactions that keep improving your results.
Map-based exploration
Explore neighborhoods with fit context on top.
Transparent match reasons
Every recommendation explains itself.
Augmented reality
Immersive finding with MatchAR
Interactive views and spatial walkthroughs powered by an AR engine based on property data understanding.
Join iOS early access
iOS first. The app is not published yet — early access opens before launch.
For real-estate professionals
Better demand intelligence. More relevant conversations.
The Admin Portal is an operational layer for agents, brokerages and property operators — not a listing CMS. It shows who fits your inventory, why, and what demand you are missing.
- Publish and manage inventory
- Receive leads ranked by property affinity and intent
- Understand why a buyer matches a listing
- Track engagement, saves, shares, conversations and visit requests
- Manage pipeline and follow-up from one operational portal
- Identify unmet demand and inventory opportunities
- Improve listing content and targeting with MatchAI insights
Admin Portal — Demand intelligence
Active inventory
128
Ranked leads this week
37
Avg. affinity of contacts
High
| Listing | Intent | Fit | Stage |
|---|---|---|---|
| Riverside loft 4B | High | 94% | Visit requested |
| Oak Park townhouse | Medium | 81% | In conversation |
| Harbor view 12A | High | 88% | New match |
Illustrative interface. Sample data shown for design purposes.
Partner ecosystem
The Match&Buy experience can travel with the buyer.
Matching is designed as distributable infrastructure. Each surface below is labeled with its real current maturity — no partner or portal integration is presented as live.
In development
MatchAI in the iOS app
The full consumer experience: profile, feed, match reasons and visit coordination.
In development
MatchAI in the Admin Portal
Inventory, ranked demand and match explanations for professionals.
Planned
Embeddable experience or plugin
A matching module that can live inside a real-estate portal's own product.
Integration-ready
API / SDK for brokerages and marketplaces
Programmatic access designed for inventory and demand systems.
Planned
Portable match profile
With permission, the same profile can improve every discovery touchpoint.
Value outcomes
What changes when matching replaces filtering.
We publish outcomes, not unverified metrics. Numeric proof will be added only when it is backed by real product analytics or a clearly described study.
For people looking for a place
- Less search fatigue
- More relevant discovery
- Clearer reasons behind every suggestion
- Faster confidence in a decision
For agents and brokerages
- Better-qualified conversations
- Context before first contact
- Improved prioritization of effort
- Visibility into unmet demand
For portals and inventory partners
- Differentiated discovery experience
- Richer engagement per visitor
- Preference intelligence over raw traffic
- New monetization potential
Trust and explainability
Personalized by permission. Explainable by design.
Match&Buy never extracts private social data automatically. Personalization only uses what you knowingly provide or connect.
Optional connections
Connecting an account or source is always optional.
Consent and revocation
Grant or withdraw permission at any time.
Editable inferences
Review and correct anything MatchAI infers about you.
Explainable results
Each recommendation states why it was suggested.
Data minimization
We collect what matching needs, and support deletion.
No silent data sale
No sale of personal preference data without explicit, disclosed consent.
Early access
Your life is the search criteria. Let's start there.
Tell us who you are and we will reach out on the right track — buyer early access, or a professional and partner conversation.