Lifestyle Match Engine

Find where you
truly belong.

A new way to discover neighborhoods that match your lifestyle.Tell us how you live, we'll tell you where.

4 steps, about 60 seconds

One short match setup.A personalized neighborhood map.

We don't use personas. We score each city using your priorities, routes, and tradeoffs.

Step 1Location graph

Places you go

Work, gym, partner, favorite coffee shop. We model your real movement pattern, not a generic commute.

Step 2Budget filter

Monthly budget

Set your range so the system filters unrealistic neighborhoods before the scoring starts.

Step 3Weighting model

Priorities

Pick what matters most: quiet nights, transit speed, safety, amenities, construction tolerance.

Step 4LLM parsing

Anything else

Add context in plain language. We parse your notes and bake those constraints into the final ranking.

Scoring Engine

Every address gets aweighted lifestyle score.

Same neighborhood, different people, different outcomes. Your priorities control the ranking.

Traffic

72

Commute friction across key routes and rush windows.

Routing + road network data

Noise

88

Nightlife density, activity windows, and quiet pockets.

311 + venue heatmaps

Transit

91

Walk time to transit with reliability weighting.

Transit feeds + walkability

Construction

65

Active permits, major projects, and disruption windows.

Municipal permit data

Safety

76

Incidents, complaint patterns, and block-level context.

Public safety + 311 signals

Amenities

84

Useful places you can actually reach on foot.

Places + OSM data

Address-first option

Found a listing already?Run a quick reality check first.

Start with a free neighborhood view, then unlock full block-level analysis for $12.

Riverside District context

Good fit

79

Address-level score (district avg 84)

Street noise after 10pm

Low

Active construction permits

3 nearby

Commute to downtown

24 min

Amenities within 800m

47 places

3 risk flags to review before signing
5 positive signals support this choice
Side-by-side compare

Torn between addresses?Compare them head to head.

Stack your top picks and see which one actually fits your lifestyle — across every dimension that matters.

1284 Cedar Ave

Riverside

79

Traffic

72

Noise

88

Transit

91

Safety

76

Amenities

84

Great transit, some noise

Best match

742 Oakmont Blvd

Sunset Hills

85

Traffic

90

Noise

94

Transit

68

Safety

89

Amenities

71

Quiet & safe, less transit

309 Mission St

Downtown Core

74

Traffic

55

Noise

58

Transit

97

Safety

70

Amenities

96

Walkable, busy & loud

AI-powered answers

Ask anything aboutyour locations.

Go beyond scores. Ask natural questions and get real answers backed by live map data, POI databases, and public records.

Where's the nearest dog park to each address?
Compare grocery options across my picks
How noisy is Cedar Ave on Friday nights?

Locca AI

Answers grounded in real data

Which of my 3 addresses has the best coffee shops within walking distance?
309 Mission St wins easily — 14 specialty coffee shops within a 10-minute walk, including Blue Bottle (3 min) and Sightglass (6 min). Cedar Ave has 5, and Oakmont Blvd only 2.
12 POIs analyzedWalking distances
What about safety at night around Oakmont?
Oakmont Blvd scores 89 for safety — the highest of your three picks. Low 311 complaint density, well-lit residential streets, and the nearest incident cluster is 0.6 miles away. It's noticeably quieter than Mission St after 10pm.
Public safety dataBlock-level context
Ask about your locations...
Pricing

Flexible pricing forevery stage of your search.

Start free, unlock deeper analysis when you need it, and subscribe for unlimited power.

Match

Best for first-time exploration.

Free

Email required

  • 60-second match setup
  • Top 3 neighborhood matches
  • Match % and one-line reasoning
  • Shareable result page
Start free match
Most popular

Search

Core product for active apartment hunting.

$39

One-time

  • Everything in Match
  • 5 address pins with live analysis
  • Neighborhood vs address deltas
  • Compare pins side-by-side + AI recommendation
Start Search

Unlimited

For couples and power searchers.

$99/mo

Monthly subscription

  • Everything in Search
  • Unlimited address pins
  • Re-run match setup with new priorities
  • Priority report generation
Start monthly plan

Ready to find your place?

Stop guessing neighborhoods. Know in 60 seconds.

Start with a free personalized match, then drill into the exact addresses you're considering.