Path reachability
For each neighborhood, how often it lands in the user’s top-N results across 5,000 random quiz paths. Useful for spotting neighborhoods that dominate (over-represented) or that almost no path ever surfaces (voiceless).
Method: 5,000synthetic users with uniformly-random answers (must-haves and commute targets excluded so the geometry of the engine is what’s measured). Deterministic seed = 42.
Reachable
110 / 115
land in top 10 at least once
Dominant (top 3 > 10%)
7
over-represented vs cohort
Voiceless
5
never reach top 10
| Neighborhood | Borough | Top 1 | Top 3 | Top 5 | Top 10 |
|---|---|---|---|---|---|
| Jersey Citydominant | nj | 10.4% | 22.2% | 29.7% | 41.9% |
| Astoriadominant | queens | 7.1% | 16.3% | 23.9% | 39.1% |
| Upper West Sidedominant | manhattan | 7.3% | 13.9% | 18.0% | 23.8% |
| Crown Heightsdominant | brooklyn | 3.3% | 12.2% | 19.6% | 33.5% |
| Yonkersdominant | westchester | 3.3% | 12.0% | 21.1% | 40.8% |
| Central Harlemdominant | manhattan | 4.7% | 11.1% | 16.8% | 25.6% |
| Stamforddominant | ct | 3.2% | 10.2% | 16.4% | 32.1% |
| Bay Ridge | brooklyn | 4.1% | 9.9% | 14.4% | 22.9% |
| Yorkville | manhattan | 2.6% | 9.9% | 13.9% | 21.1% |
| Forest Hills | queens | 3.2% | 9.2% | 13.4% | 24.1% |
| Jackson Heights | queens | 3.8% | 8.9% | 12.7% | 19.4% |
| Flushing | queens | 4.6% | 8.7% | 11.9% | 18.2% |
| Larchmont / Mamaroneck | westchester | 2.7% | 8.7% | 13.7% | 22.7% |
| Park Slope | brooklyn | 3.7% | 7.2% | 10.5% | 18.5% |
| Hoboken | nj | 1.6% | 6.9% | 12.6% | 25.4% |
| Long Island City | queens | 0.9% | 6.0% | 10.3% | 19.3% |
| Murray Hill / Kips Bay | manhattan | 2.2% | 5.9% | 9.1% | 15.4% |
| Fort Greene | brooklyn | 1.3% | 5.4% | 10.5% | 24.7% |
| Great Neck | long-island | 2.5% | 5.3% | 6.9% | 12.1% |
| Brighton Beach | brooklyn | 0.8% | 4.7% | 8.6% | 15.6% |
| Manhattan Valley | manhattan | 2.0% | 4.7% | 7.1% | 12.7% |
| Clinton Hill | brooklyn | 1.1% | 4.3% | 8.1% | 21.7% |
| Upper East Side | manhattan | 1.4% | 4.2% | 6.6% | 11.3% |
| Fort Lee | nj | 1.0% | 4.1% | 7.6% | 16.5% |
| Sheepshead Bay | brooklyn | 1.0% | 4.1% | 6.8% | 15.4% |
| Long Beach (NY) | long-island | 1.1% | 4.1% | 7.1% | 16.2% |
| Prospect Heights | brooklyn | 0.9% | 3.9% | 8.2% | 20.6% |
| White Plains | westchester | 0.8% | 3.8% | 7.1% | 15.6% |
| Cobble Hill / Carroll Gardens | brooklyn | 1.1% | 3.8% | 6.2% | 12.3% |
| Port Washington | long-island | 0.4% | 3.7% | 7.6% | 14.8% |
| Chelsea | manhattan | 1.1% | 3.2% | 5.5% | 10.8% |
| Lincoln Square | manhattan | 0.9% | 3.1% | 6.1% | 12.3% |
| Greenwich Village | manhattan | 0.9% | 3.0% | 5.0% | 9.9% |
| Chinatown | manhattan | 0.6% | 2.8% | 4.1% | 6.4% |
| Hell's Kitchen | manhattan | 1.3% | 2.8% | 4.0% | 6.2% |
| Kew Gardens | queens | 0.7% | 2.5% | 4.5% | 10.1% |
| Bed-Stuy | brooklyn | 0.5% | 2.4% | 5.5% | 13.5% |
| Maplewood | nj | 0.6% | 2.3% | 4.1% | 9.6% |
| Montclair | nj | 0.5% | 2.2% | 5.3% | 14.5% |
| Brooklyn Heights | brooklyn | 1.0% | 2.1% | 3.5% | 7.0% |
| Morningside Heights | manhattan | 0.6% | 2.0% | 3.8% | 9.5% |
| East Harlem | manhattan | 0.2% | 1.9% | 4.6% | 13.5% |
| Stuyvesant Town | manhattan | 0.6% | 1.9% | 3.1% | 5.3% |
| Hudson Rivertowns | westchester | 0.6% | 1.7% | 3.1% | 7.6% |
| Ditmas Park | brooklyn | 0.6% | 1.7% | 2.7% | 4.5% |
| Prospect Lefferts Gardens | brooklyn | 0.4% | 1.6% | 3.4% | 9.6% |
| Sunnyside | queens | 0.3% | 1.5% | 2.5% | 5.9% |
| Elmhurst | queens | 0.1% | 1.5% | 3.0% | 7.7% |
| Palisades Park | nj | 0.3% | 1.3% | 2.7% | 6.9% |
| Lower East Side | manhattan | 0.3% | 1.3% | 2.6% | 5.0% |
| Rockville Centre | long-island | 0.1% | 1.3% | 3.7% | 11.8% |
| Gramercy Park | manhattan | 0.1% | 1.2% | 3.7% | 8.6% |
| Westport | ct | 0.2% | 1.2% | 2.3% | 5.4% |
| Bayside | queens | 0.2% | 1.1% | 2.0% | 3.9% |
| South Orange | nj | 0.1% | 1.1% | 2.8% | 8.2% |
| Inwood | manhattan | 0.4% | 1.0% | 1.8% | 3.7% |
| Carnegie Hill | manhattan | 0.1% | 0.9% | 2.7% | 5.0% |
| Westfield | nj | 0.3% | 0.9% | 2.4% | 7.0% |
| Tribeca | manhattan | 0.2% | 0.8% | 1.8% | 6.6% |
| Rego Park | queens | 0.2% | 0.8% | 1.6% | 5.1% |
| Sunset Park | brooklyn | 0.0% | 0.7% | 2.2% | 7.1% |
| Midtown East | manhattan | 0.2% | 0.6% | 1.0% | 2.1% |
| Ridgewood (NJ) | nj | 0.1% | 0.6% | 1.5% | 4.5% |
| Mott Haven | bronx | 0.1% | 0.6% | 1.1% | 3.4% |
| Belmont | bronx | 0.1% | 0.6% | 1.4% | 5.0% |
| Williamsburg | brooklyn | 0.1% | 0.5% | 1.0% | 3.6% |
| Stapleton | staten-island | 0.1% | 0.5% | 1.3% | 4.7% |
| Washington Heights | manhattan | 0.1% | 0.5% | 1.2% | 4.9% |
| Hamilton Heights | manhattan | 0.1% | 0.5% | 1.3% | 3.7% |
| Summit | nj | 0.1% | 0.5% | 1.1% | 3.9% |
| Riverdale | bronx | 0.2% | 0.4% | 0.9% | 1.9% |
| Norwood | bronx | 0.1% | 0.4% | 0.9% | 2.9% |
| NoLita / Little Italy | manhattan | 0.1% | 0.4% | 1.0% | 3.5% |
| Battery Park City | manhattan | 0.0% | 0.4% | 0.9% | 2.7% |
| Roosevelt Island | manhattan | 0.1% | 0.3% | 0.7% | 1.3% |
| West Village | manhattan | 0.0% | 0.3% | 1.0% | 3.9% |
| Edgewater | nj | 0.0% | 0.3% | 1.3% | 5.1% |
| Manhattanville | manhattan | 0.0% | 0.3% | 1.1% | 3.7% |
| Flatiron / NoMad | manhattan | 0.0% | 0.3% | 0.8% | 3.4% |
| Englewood | nj | 0.0% | 0.3% | 1.0% | 4.2% |
| Bronxville | westchester | 0.2% | 0.3% | 0.4% | 1.3% |
| Weehawken / Port Imperial | nj | 0.0% | 0.3% | 0.8% | 3.4% |
| East Village | manhattan | 0.0% | 0.2% | 0.7% | 2.1% |
| Woodside | queens | 0.0% | 0.2% | 0.7% | 2.5% |
| Greenwich | ct | 0.0% | 0.2% | 0.2% | 0.5% |
| Windsor Terrace | brooklyn | 0.0% | 0.2% | 0.4% | 1.3% |
| Roslyn | long-island | 0.0% | 0.2% | 0.4% | 1.4% |
| Financial District | manhattan | 0.1% | 0.1% | 0.4% | 1.5% |
| Ridgewood | queens | 0.0% | 0.1% | 0.3% | 1.5% |
| Tompkinsville | staten-island | 0.0% | 0.1% | 0.4% | 1.9% |
| Millburn / Short Hills | nj | 0.0% | 0.1% | 0.2% | 0.7% |
| Scarsdale | westchester | 0.0% | 0.1% | 0.1% | 0.2% |
| Fordham | bronx | 0.0% | 0.1% | 0.2% | 0.8% |
| St. George | staten-island | 0.0% | 0.1% | 0.2% | 0.6% |
| Pelham | westchester | 0.0% | 0.1% | 0.3% | 2.5% |
| DUMBO | brooklyn | 0.0% | 0.0% | 0.1% | 0.9% |
| Pelham Bay | bronx | 0.0% | 0.0% | 0.1% | 0.5% |
| Great Kills | staten-island | 0.0% | 0.0% | 0.2% | 0.5% |
| SoHo | manhattan | 0.0% | 0.0% | 0.2% | 2.1% |
| Greenpoint | brooklyn | 0.0% | 0.0% | 0.2% | 1.2% |
| Red Hook | brooklyn | 0.0% | 0.0% | 0.1% | 0.3% |
| Garden City | long-island | 0.0% | 0.0% | 0.1% | 0.3% |
| Darien / New Canaan | ct | 0.0% | 0.0% | 0.0% | 0.1% |
| Gowanus | brooklyn | 0.0% | 0.0% | 0.1% | 0.5% |
| Tenafly | nj | 0.0% | 0.0% | 0.0% | 0.3% |
| Chatham (NJ) | nj | 0.0% | 0.0% | 0.0% | 0.4% |
| Rye | westchester | 0.0% | 0.0% | 0.1% | 0.3% |
| Bushwick | brooklyn | 0.0% | 0.0% | 0.1% | 0.2% |
| East Williamsburg | brooklyn | 0.0% | 0.0% | 0.1% | 0.6% |
| Hudson Yards | manhattan | 0.0% | 0.0% | 0.0% | 0.1% |
| Englewood Cliffsvoiceless | nj | 0.0% | 0.0% | 0.0% | 0.0% |
| Cresskillvoiceless | nj | 0.0% | 0.0% | 0.0% | 0.0% |
| Paramusvoiceless | nj | 0.0% | 0.0% | 0.0% | 0.0% |
| Chappaquavoiceless | westchester | 0.0% | 0.0% | 0.0% | 0.0% |
| Manhassetvoiceless | long-island | 0.0% | 0.0% | 0.0% | 0.0% |
Sorted by top-3 share descending. Percentages are out of 5,000 samples; a 1.0% reading has roughly ±0.3pp standard error. Compare neighborhoods within a borough to spot lane-twins (similar profiles competing for the same paths) vs underserved profiles.