Now serving student housing communities

Stop matching roommates
by hand. Start placing
them with AI.

NestMate is the only platform that handles both roommate matching and intelligent unit placement — so 500 residents land in the right room on move-in day, without the spreadsheet chaos.

200+
Hours saved per move-in
94%
Resident match satisfaction
0
Allergy placement conflicts

Move-in day shouldn't feel like air traffic control

Every August, your team manually juggles 500+ residents into units using spreadsheets, sticky notes, and institutional memory. One allergy miss or floor-swap error and you're dealing with complaints for months.

200+ hours of manual placement

Your team spends weeks cross-referencing sign dates, preferences, medical needs, and unit availability — one resident at a time, in a spreadsheet.

⚠️

Allergy & medical risks

A pet-allergic resident placed next to a dog owner. A wheelchair user on the third floor with no elevator. These mistakes are preventable — but not by hand.

😤

Resident complaints from day one

When early signers don't get priority, or preferences are ignored because someone lost track, residents lose trust before they've even unpacked.

Three steps from signed lease to perfect placement

NestMate replaces your entire roommate matching and unit assignment workflow with one intelligent pipeline.

1

Residents Build Profiles

After signing their lease, residents are invited to NestMate. They fill out a lifestyle quiz, set their preferences, and browse potential roommates.

  • Sleep schedule, noise tolerance, cleanliness
  • Allergy and medical disclosures
  • Floor and room type preferences (ranked)
  • Swipe-to-match roommate browsing
2

AI Matches Roommates

Residents who haven't self-matched by your deadline are automatically paired using multi-factor compatibility scoring — not random assignment.

  • Weighted lifestyle compatibility
  • Hard constraints enforced (allergies, gender policy)
  • Admin review and override before locking
  • Residents notified with appeal window
3

AI Places Every Group

The placement engine assigns every matched group to the optimal unit — considering sign date priority, medical needs, preferences, and neighbor conflicts.

  • Lease sign date determines priority
  • Allergy proximity checks (no pets next to allergic)
  • ADA and accessibility hard constraints
  • One-click commit pushes to your PMS

The part no one else has built

Other tools stop at matching. NestMate's placement engine solves the actual hard problem — assigning 500+ residents to specific units while respecting every constraint.

🏗

Constraint Satisfaction Solver

Powered by Google's OR-Tools. Processes 500+ groups × 500+ units in under 60 seconds. Every hard constraint is guaranteed — no ADA misses, no allergy conflicts.

📊

Priority Queue System

Earlier lease signers automatically get higher placement priority. Transparent scoring so residents understand their position — no black box.

🛡

Proximity Conflict Detection

Maps unit adjacency (walls, floors, ceilings) to prevent allergy, pet, and smoking conflicts between neighbors — not just within the same unit.

🎛

Admin Override Controls

Pin residents to specific units, lock rooms for RAs, set floor zones (quiet, pet-friendly, 21+). The AI works around your manual decisions.

placement_run_aug2027.json
Residents processed 512
Groups placed 256
Hard constraints met 100%
Preference satisfaction 94.2%
Allergy conflicts 0
Processing time 34s
Sample Assignment Optimal

Group #47 → Unit 312B (3rd floor, pet-friendly zone)
Priority rank: 12 · Floor pref: 3rd ✓ · Pet owner: yes ✓

Built for property teams, loved by residents

A modern interface for both sides — residents find their match, your team sees every placement at a glance.

NestMate resident roommate matching interface showing compatibility scores and swipe-to-match

Residents browse profiles, see compatibility scores, and connect with potential roommates

NestMate admin dashboard showing unit placement grid with color-coded status

Property managers see every unit, floor, and zone — with real-time placement status

NestMate AI placement results showing group assignments with satisfaction scores

Review AI placement results, check constraint compliance, and commit to your PMS in one click

Finally, the full picture

Other tools handle matching or placement. NestMate handles both — end to end.

Capability Spreadsheets RoomSync NestMate
Roommate self-matching
AI auto-matching (unmatched residents)
AI unit placement
Lease sign date priority Manual
Allergy proximity detection
ADA / accessibility compliance Manual
Floor & room preference matching Manual
PMS integration (Entrata, RealPage)
One-click move-in day export

What changes when placement takes minutes, not weeks

200+
Staff hours saved
Per move-in season
0
Allergy conflicts
Hard constraints guaranteed
94%
Preference satisfaction
Floor, room type, roommate
<60s
Placement runtime
500+ residents, every constraint

We used to start placement in June and still be fixing conflicts in August. The idea of an AI that handles the whole thing in under a minute — and catches allergy issues we'd miss — that's what every property manager needs.

Built by property managers, for property managers

5 years of student housing operations experience

See it in action

Book a 15-minute demo and see how NestMate handles your property's exact unit layout, constraints, and resident count.

Free demo · No commitment · 15 minutes