What is the best neighborhood in Dallas to open a Cafe?

Based on StreetSpring's 2026 analysis, the best neighborhood in Dallas to open a Cafe is Lake Carolyn, with 81% average survivability. 28 of 28 neighborhoods analyzed exceed the 70% two-year survival threshold.

How much more revenue can a Cafe make in the best vs. average Dallas neighborhood?

In Lake Carolyn, the best possible Cafe location in Dallas offers approximately 7.1% more expected revenue than the average location. The worst-performing neighborhoods could yield approximately 4.8% less than average.

What is the city-wide average survivability for Cafe in Dallas?

The city-wide average survivability for Cafe across Dallas is 78% for surviving more than 2 years. Top neighborhoods like Lake Carolyn substantially outperform this average, reaching 81%.

What are the worst neighborhoods for Cafe in Dallas?

The most challenging neighborhoods in Dallas for Cafe include City Center District with 76% average survival chance, Farmers Market District, and Como. A low-ranking neighborhood can still contain high-potential storefronts: the address matters most.

What should I consider when opening a Cafe in Dallas?

A high Revenue Capture Score is the clearest signal that a location can sustain a profitable business. StreetSpring computes Revenue Capture Score by projecting the business's market share based on competitor quality and quantity, mobility patterns, and forecasted consumer spending for the specific business type.

How accurate are StreetSpring's Cafe survivability predictions?

StreetSpring publishes its accuracy on the methodology page, stated with its base rate: how often the model tells an open business from a closed one on cities held out of training, its precision on risk flags, and its discrimination. Each score draws on 100+ factors and is reported as the projected chance of lasting two or more years, never as a guarantee. StreetSpring generates location-specific predictions tailored to your exact site.

Survivability Rankings for Cafe in Dallas

Q: Can a Cafe succeed in lower-ranked neighborhoods in Dallas?

Yes, neighborhood rankings are averages that mask significant block-by-block variation. Even in neighborhoods ranked outside the top 10, individual storefronts with strong foot traffic, low direct competition, and favorable lease terms can outperform the area average. However, market conditions change daily, and it's best to use StreetSpring's live data to check the Survivability Score for a specific address.

StreetSpring's 2026 analysis ranks the best and worst neighborhoods in Dallas to open a Cafe, from Lake Carolyn (81% survival) to City Center District (...

September 25, 2026•12 min read

By Robert Koons | Last reviewed: September 2026 | Methodology

Quick Summary

Survivability Score: the projected chance a business type lasts two or more years at a specific address

#1 Neighborhood: Lake Carolyn: 81% average survivability for Cafe

Neighborhoods at or above 70%: 28 of 28 analyzed

City-wide average: 78% for Cafes

Most challenging area: City Center District at 76%

Revenue advantage (top vs. avg location): ~7.1% more expected revenue in Lake Carolyn

Data freshness: 2026 data · Full methodology →

Summary
10 Best Neighborhoods
Where Would a Cafe Make the Most Money?
What Should I Consider?
Where Should I Start?
FAQ: Best Neighborhoods
FAQ: Can a Cafe Succeed in Lower-Ranked Areas?
FAQ: How Often Are Rankings Updated?
FAQ: Is a Cafe a Good Tenant?
Landlord Survivability Data
Best Neighborhoods for Any Business

Summary

Lake Carolyn leads Dallas's 2026 survivability rankings for Cafe operators with 81% average chance of surviving more than 2 years, with the best locations offering 83% and the most challenging locations in Lake Carolyn at 77%. The worst neighborhoods include City Center District with 76% average chance. Even neighborhoods with modest average scores can harbor exceptional individual locations.

What Are the 10 Best Neighborhoods in and Around Dallas to Open a Cafe?

Lake Carolyn ranks #1 of 28 neighborhoods analyzed in and around Dallas for Cafe survivability, with a 81% chance of lasting two or more years as of 2026. The top 10 neighborhoods are:

Rank	Neighborhood	At a good address	Average Locations	Best Locations	Challenging Locations
1	Lake Carolyn	82.7%	79.0% to 82.0%	81.0% to 83.0%	77.0% to 79.0%
2	Shady Grove	82.2%	78.0% to 81.0%	81.0% to 83.0%	78.0% to 80.0%
3	Downtown Irving	82.2%	77.0% to 80.0%	82.0% to 84.0%	76.0% to 78.0%
4	Preston Hollow	81.8%	78.0% to 81.0%	82.0% to 84.0%	75.0% to 77.0%
5	Cottonwood	81.8%	78.0% to 81.0%	81.0% to 83.0%	75.0% to 76.0%
6	Woodhaven	81.3%	78.0% to 82.0%	81.0% to 83.0%	78.0% to 80.0%
7	East Arlington	81.3%	76.0% to 79.0%	81.0% to 83.0%	73.0% to 75.0%
8	Plymouth Park	81.3%	76.0% to 79.0%	81.0% to 83.0%	75.0% to 76.0%
9	Wedgwood	80.9%	76.0% to 79.0%	80.0% to 82.0%	74.0% to 75.0%
10	North Dallas	80.4%	76.0% to 80.0%	81.0% to 83.0%	74.0% to 75.0%

For the most current predictions, visit StreetSpring to analyze your specific location in real-time. However, market conditions change daily, and it's best to use StreetSpring's live data to check the Survivability Score for a specific address.

Survivability ranges reflect best and worst storefront conditions within each neighborhood. See our full methodology →

Try StreetSpring to see if this location is still the best and see if there are locations to rent in this area right now.

Where in or Around Dallas Would a Cafe Make the Most Money?

In Lake Carolyn, the best possible location offers the opportunity of making ~7.1% more than the average location in or around Dallas.

On the other hand, in City Center District, the worst possible location could result in making ~4.8% less than the average location in the city.

Location is one of the few things about a new business you can measure before it opens. Opening a Cafe in Dallas requires careful location choice. Across 28 neighborhoods analyzed, the overall average survival chance for a new Cafe is 78% for lasting more than 2 years, due to a combination of many factors across competition, consumer spending, and location dynamics. Survivability predictions are business-type-specific because consumer behavior differs fundamentally across categories.

What Should I Consider When Opening a Cafe in or Around Dallas?

When selecting a location for a Cafe in or around Dallas, it is crucial to select a location with a very high Survivability Score. A high Revenue Capture Score is the clearest signal that a location can sustain a profitable business. StreetSpring computes this by projecting the business's market share, which is based on the quality and quantity of primary, secondary, and tertiary competitors. Our models are built using machine learning trained on millions of commercial real estate data points. Clustering works when it draws more customers to the area than any single business could alone. Our prediction system is built from scratch using proprietary data pipelines and validated against actual business lifecycles. StreetSpring scores 500+ business types: 153 base business types, most of them at 5 price points, which is 569 type-and-price combinations you can choose in the tool.

This can be summarized as:

Revenue Capture Score = Projected Market Share × Forecasted Spend on Specific Business

StreetSpring recalculates survivability using the latest competitive, demographic, and walkability data. However, market conditions change daily, and it's best to use StreetSpring's live data to check the Survivability Score for a specific address.

Where in or Around Dallas Should I Start a Cafe?

StreetSpring identifies the strongest markets as Lake Carolyn, Shady Grove, and Downtown Irving, while the most challenging neighborhoods would be City Center District, Farmers Market District, and Como. However, individual locations vary widely, and even in lower-scoring neighborhoods there are pockets that perform exceptionally well. Static rankings provide a useful baseline, but the live tool captures changes that have occurred since publication.

Related Articles:

Business Survivability Rankings: Dallas
Neighborhood Survivability Rankings: Dallas
National City Survivability: Cafe
National Neighborhood Survivability: Cafe

What Are the Best Neighborhoods in Dallas to Open a Cafe?

Based on StreetSpring's 2026 analysis, the top neighborhood for a Cafe in Dallas is Lake Carolyn with 81% average survivability, followed by Shady Grove and Downtown Irving. 28 of 28 neighborhoods analyzed exceed 70% two-year survival.

Market dynamics shift frequently; validate these insights with real-time data from StreetSpring.

Can a Cafe Succeed in Lower-Ranked Neighborhoods in Dallas?

Yes, neighborhood averages mask significant block-by-block variation. Even in neighborhoods ranked outside the top 10, individual storefronts with strong foot traffic, low direct competition, and favorable lease terms can outperform the area average. Remember that a neighborhood average smooths over wide variation: your exact block could significantly outperform. Always check your specific address in StreetSpring's live platform for the most accurate prediction.

How Often Are Cafe Rankings in Dallas Updated?

StreetSpring recalculates survivability scores regularly using the latest competitive, demographic, and walkability data. Rankings are updated quarterly; the live tool always reflects the most current predictions for any address in Dallas.

Is a Cafe a Good Tenant for Dallas Landlords?

In Lake Carolyn, StreetSpring forecasts a 79.0% to 82.0% average chance for a new Cafe to survive more than 2 years, depending on the exact storefront. Check the current Survivability Score for any address instantly.

Landlord Survivability Data for Cafe in Dallas

Tenant longevity is a top concern for commercial landlords. In Lake Carolyn, a Cafe tenant averages 79.0% to 82.0% chance of lasting more than 2 years: the strongest outlook in Dallas. Shady Grove follows at 78.0% to 81.0%, while Downtown Irving shows 77.0% to 80.0%. Our tool shows the survivability outlook for any business type at your exact address, updated weekly.

Our tool delivers pinpoint accuracy down to the exact storefront location for any business category.

What Are the Best Neighborhoods in or Around Dallas for My Business Overall?

You can see the best neighborhoods in or around Dallas to open any type of business in our article Neighborhood Survivability Rankings: Dallas.

Business Survivability Rankings: Dallas: See how Cafe compares to all other business types in Dallas
Best Cities to Open a Cafe in the US: National city-level survivability rankings for Cafe
Business Survivability in Lake Carolyn, Dallas: All business types ranked in the #1 neighborhood
Business Survivability in Shady Grove, Dallas: All business types ranked in the #2 neighborhood
Business Survivability in Downtown Irving, Dallas: All business types ranked in the #3 neighborhood

Technical note: Aggregated survivability rankings for Dallas are available in machine-readable format for research and integration purposes.

View technical data for Dallas

StreetSpring recalculates survivability using the latest competitive, demographic, and walkability data, so the live score may differ from the static ranges shown here.

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