Best zones to open a cafe or bar in United States
We scored 16 neighbourhood-sized cells of United States for a cafe or bar. Near Whites Ferry Road (Centre) leads with 19/100 against a city average of 19/100. Every score is built from open data plus live Google Maps evidence — nothing is estimated by hand.
- City average
- 19/100
- #1 · Near Whites Ferry Road (Centre)
- 19/100
- Data confidence
- 50%
- Updated
- 23 October 2026
Opportunity map
Best zones to open a Cafe & Bar in United States
Compare neighbourhood scores, evidence and confidence before choosing a specific address.
City score 19/100· 16 zones· Updated Oct 23, 2026
- 119Near Whites Ferry Road (Centre)0 competitors
- 219Near Whites Ferry Road (South)0 competitors
- 319Near Partnership Road (North)0 competitors
- 419Near Whites Ferry Road (North-West)0 competitors
- 519Near Whites Ferry Road (East)0 competitors
- 619Near Unnamed Road (North)0 competitors
- 719Near Unnamed Road (East)0 competitors
- 819Near Partnership Road (South)0 competitors
- 919Near Morrow Road0 competitors
- 1019Near Unnamed Road (South-West)0 competitors
- 1119Near Willow Mist Farm0 competitors
- 1219Near Unnamed Road (3)0 competitors
- 1319Near Spates Hill Road0 competitors
- 1419Near Unnamed Road (North-East)0 competitors
- 1519Near Hersperger Lane0 competitors
- 1619Near Unnamed Road (2)0 competitors
Full ranking
16 zones scored
| # | Zone | Score | Confidence | Competitors | Residents (10-min walk) | |
|---|---|---|---|---|---|---|
| 1 | Near Whites Ferry Road (Centre) | 19 | 50% | 0 | — | Open in the interactive map → |
| 2 | Near Whites Ferry Road (South) | 19 | 50% | 0 | — | Open in the interactive map → |
| 3 | Near Partnership Road (North) | 19 | 50% | 0 | — | Open in the interactive map → |
| 4 | Near Whites Ferry Road (North-West) | 19 | 50% | 0 | — | Open in the interactive map → |
| 5 | Near Whites Ferry Road (East) | 19 | 50% | 0 | — | Open in the interactive map → |
| 6 | Near Unnamed Road (North) | 19 | 50% | 0 | — | Open in the interactive map → |
| 7 | Near Unnamed Road (East) | 19 | 50% | 0 | — | Open in the interactive map → |
| 8 | Near Partnership Road (South) | 19 | 50% | 0 | — | Open in the interactive map → |
| 9 | Near Morrow Road | 19 | 50% | 0 | — | Open in the interactive map → |
| 10 | Near Unnamed Road (South-West) | 19 | 50% | 0 | — | Open in the interactive map → |
| 11 | Near Willow Mist Farm | 19 | 50% | 0 | — | Open in the interactive map → |
| 12 | Near Unnamed Road (3) | 19 | 50% | 0 | — | Open in the interactive map → |
| 13 | Near Spates Hill Road | 19 | 50% | 0 | — | Open in the interactive map → |
| 14 | Near Unnamed Road (North-East) | 19 | 50% | 0 | — | Open in the interactive map → |
| 15 | Near Hersperger Lane | 19 | 50% | 0 | — | Open in the interactive map → |
| 16 | Near Unnamed Road (2) | 19 | 50% | 0 | — | Open in the interactive map → |
Top 3 zones in detail
Near Whites Ferry Road (Centre)
- Demand0
- Room45
- Beatable—
- Vitality20
- Access—
- Cost—
Rent sustainability, customer personas, 12-month financials and a 90-day action plan for the exact address.
Near Whites Ferry Road (South)
- Demand0
- Room45
- Beatable—
- Vitality20
- Access—
- Cost—
Rent sustainability, customer personas, 12-month financials and a 90-day action plan for the exact address.
Near Partnership Road (North)
- Demand0
- Room45
- Beatable—
- Vitality20
- Access—
- Cost—
Rent sustainability, customer personas, 12-month financials and a 90-day action plan for the exact address.
How the score works
Six components, weighted for this sector. Missing data is left out and the weights are redistributed — a component is never guessed.
- Demand22%
Residents within a 10-minute walk (WorldPop × Valhalla) blended with proven spend — Google review volume vs. the best cell in the city.
- Room in the market16%
How many comparable businesses already operate within ~1 km. Fewer competitors scores higher.
- Beatable competition12%
Average Google rating of incumbents. Weaker incumbents leave more room for a strong newcomer.
- Street vitality22%
Commercial density, footfall anchors (schools, offices, stations, hotels) and business mix from OpenStreetMap.
- Accessibility20%
Transit stops, main and pedestrian streets, and how much ground a 10-minute walk actually covers.
- Affordability8%
Typical commercial rent where a benchmark exists. Cheaper scores higher; missing rent is left out, never guessed.
Data sources
- WorldPop
residential population per cell
- OpenStreetMap
points of interest, transit stops, streets, footfall anchors
- Valhalla
10-minute walking isochrones
- Google Maps
competitor names, ratings and review volumes (via SerpAPI)
Frequently asked questions
- Which is the best zone to open a cafe or bar in United States?
- Near Whites Ferry Road (Centre) scores highest at 19/100, 0 points above the city average. Scores combine demand, room in the market, competitor quality, street vitality, accessibility and cost.
- Where does the data come from?
- Population from WorldPop, walking reach from Valhalla isochrones, points of interest, transit and streets from OpenStreetMap, and competitor names, ratings and review volumes from Google Maps. Each cell shows a confidence level based on how many of these sources were available.
- How fresh is this ranking?
- Zones were last recomputed on 23 October 2026. The interactive map refreshes the data automatically when the cache expires (30 days).