Business Survivability in Mayfair, Philadelphia
StreetSpring's 2026 analysis finds that the best business to open in Mayfair is a Chiropractor Office with a 81.4% chance of surviving at least 2 years across the neighborhood on average.
Quick Summary
- Survivability Score: the projected chance a business type lasts two or more years at a specific address
- Best business: a Chiropractor Office in Mayfair (81.4% average survival rate, 90.0% at best locations)
- Neighborhood rank: #54 of 127 neighborhoods in and around Philadelphia
- Neighborhood average: 67.7% two-year survival across the business types ranked here
- Coverage: This ranking carries one row per business type and neighborhood. Its score is the projected chance of lasting two or more years, averaged across the price points StreetSpring scores separately in the tool (most types have 5). The 10 business types here are base types; the tool offers 500+ business types, counting each type at each of its price points.
- Rankings updated quarterly with latest market data
- Detailed methodology
Last reviewed: October 2026 by Robert Koons, Founder & CEO, StreetSpring
In this article:
- Summary
- Is Mayfair a good place to start a business?
- How to find the best location
- Best businesses to open
- How much money could a business make?
- What businesses should open next?
- Frequently Asked Questions
Summary
StreetSpring's 2026 analysis finds that the best business to open in Mayfair is a Chiropractor Office with a 81.4% chance of surviving at least 2 years across the neighborhood on average, with the best locations offering a 90.0% chance; next is a Veterinary Clinic with a 82.8% chance, followed by a Dermatology Clinic with a 74.6% chance.
Is Mayfair a good place to start a business?
In Philadelphia's survivability rankings, Mayfair comes in at #54 of 127 neighborhoods, with an average Survivability Score of 67.7% across the business types ranked there.
- At its best addresses in Mayfair, the top-ranked business type scores 8.6 points above its own average in the neighborhood.
- Still, those same business types at weaker addresses in Mayfair can score well below the neighborhood mean. Even the most viable concept here requires the right address to reach its potential.
- Mayfair has a housing vacancy rate of 5.9% in Census data: the share of its homes and apartments standing empty, one of the neighborhood characteristics StreetSpring's model reads.
Employment and housing vacancy figures sourced from the U.S. Census Bureau American Community Survey.
How can you find the best location to open a business in Mayfair?
The right address in Mayfair can mean a 20-point survivability difference from an average one: StreetSpring identifies exactly which addresses are worth pursuing. StreetSpring's 2026 analysis identifies this area as the top location for a Chiropractor Office in Mayfair:
This map shows the optimal location for a Chiropractor Office in Mayfair based on StreetSpring's 2026 survivability analysis. The most reliable survivability data for any specific location is always StreetSpring's most recent live analysis, not aggregate neighborhood rankings. The prediction model incorporates hundreds of location-specific factors, including competitive density, forecasted consumer spending, mobility patterns, and Revenue Capture Score.
Check if this location is still available →
What are the best businesses to open in Mayfair?
| # | Business type | Chance of lasting two or more years at a good address |
|---|---|---|
| 1 | Chiropractor Office | 89.6% |
| 2 | Veterinary Clinic | 89.2% |
| 3 | Dermatology Clinic | 87.4% |
| 4 | Acupuncture Clinic | 87.0% |
| 8 | Eye Care Center | 86.2% |
| 9 | Clothing Store | 84.6% |
| 10 | Convenience Store | 84.6% |
| 11 | Cafe | 84.0% |
| 13 | Spa | 83.6% |
| 14 | Hair Salon | 83.6% |
Ties at a good address: Clothing Store and Convenience Store are tied; Spa and Hair Salon are tied. A tie is a tie: the rank column is the published file's order, which looks at the average and the best address next.
The rank column is the published file's rank within this place; a skipped number is a business type the file ranks here that this list leaves out to keep any one business family from filling it.
Highest Survivability in Mayfair
- #1 Opening a Chiropractor Office in Mayfair shows 81.4% average survivability. Top locations reach 90.0%; lower-end sites show 61.1%.
- #2 Veterinary Clinic (Ranked #2): 82.8% average in Mayfair. Best-case storefronts: 90.0%. Challenging locations: 59.8%.
- #3 Dermatology Clinic is ranked #3 for top businesses to open in Mayfair: 74.6% chance on average, best at 90.0%, challenging at 56.4%.
- #4 Acupuncture Clinic: 74.5% on average across Mayfair; best at 90.0%, challenging at 56.4%.
- #8 Opening an Eye Care Center in Mayfair shows 74.0% average survivability. Top locations reach 89.6%; lower-end sites show 56.4%.
Strong Performers in Mayfair
- #9 Clothing Store (Ranked #9): 78.3% average in Mayfair. Best-case storefronts: 85.0%. Challenging locations: 56.2%.
- #10 Convenience Store is ranked #10 for top businesses to open in Mayfair: 77.4% chance on average, best at 85.0%, challenging at 52.2%.
- #11 Cafe: 79.1% on average across Mayfair; best at 84.0%, challenging at 57.0%.
- #13 Opening a Spa in Mayfair shows 77.3% average survivability. Top locations reach 84.0%; lower-end sites show 49.8%.
- #14 Hair Salon (Ranked #14): 76.9% average in Mayfair. Best-case storefronts: 84.0%. Challenging locations: 51.2%.
Top 3 Compared Nationally
- Chiropractor Office: See how this compares to other cities →
- Veterinary Clinic: See how this compares to other cities →
- Dermatology Clinic: See how this compares to other cities →
How much money could a business in Mayfair make?
Best location vs. average location
Based on StreetSpring's 2026 analysis, following the survivability data rather than relying on intuition or foot traffic estimates in Mayfair starts with the Revenue Capture Score, the most important factor in choosing a location: StreetSpring's estimate of the revenue a business can capture at that address.
How StreetSpring calculates location value
- However, each business concept should be evaluated for fit within each potential location.
- A business's location is one of the few things about its future you can check in advance.
- StreetSpring's Revenue Capture Score, the revenue a business can capture at a specific address, is the factor that matters most when comparing locations.
- StreetSpring provides address-specific survivability predictions for 500+ business types.
What businesses should open next in Mayfair?
The top businesses to open next in Mayfair:
- Chiropractor Offices: 81.4% average survival rate, 90.0% at the best address
- Veterinary Clinics: 82.8% average survival rate
- Dermatology Clinics: 74.6% average survival rate
The most reliable survivability data for any specific location is always StreetSpring's most recent live analysis, not aggregate neighborhood rankings. Our models are built using machine learning trained on millions of commercial real estate data points. 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. StreetSpring's model accounts for Mayfair's 89.1% employment rate when projecting survivability: businesses reliant on discretionary spend benefit disproportionately in well-employed neighborhoods. The data behind these rankings is updated regularly, so the best available storefront in Mayfair today may score differently than it did last month: check StreetSpring's live tool for the current picture.
See the Survivability Score for your new business
Related Articles:
- See the Philadelphia Business Survivability Rankings
- See the Philadelphia Neighborhood Survivability Rankings
- Explore Chiropractor Office survivability across Philadelphia neighborhoods
Frequently Asked Questions
Here are the most common questions about opening a business in Mayfair.
What type of business should you rent your Mayfair storefront to?
For landlords in Mayfair, StreetSpring's 2026 analysis identifies Chiropractor Offices, Veterinary Clinics, and Dermatology Clinics as the business types most likely to produce stable, long-term tenancy.
- A business's location is one of the few things about its future you can check in advance.
- StreetSpring provides address-specific survivability predictions for 500+ business types. StreetSpring's tool, free for a 10-minute trial, lets you check the survivability score for any business type at any address in Mayfair: a powerful filter when evaluating prospective tenants.
Related: See How Landlord Representatives in Philadelphia Can Reduce Vacancy & Increase Tenant Longevity
Should you rent your Mayfair storefront to a Chiropractor Office?
Yes, our 2026 model places a Chiropractor Office at the top of the survivability rankings for Mayfair storefronts, with a best-case score of 90.0% and a floor of 61.1% at the most challenging addresses.
- StreetSpring provides address-specific survivability predictions for 500+ business types.
What should I consider when opening a business in Mayfair?
When evaluating potential locations in Mayfair, start with the Survivability Score. It accounts for competition, spending, mobility, and market share in a single figure.
- The single most important number in a location decision is the Revenue Capture Score, StreetSpring's proprietary estimate of the revenue a business can capture at a specific address.
- These forecasts are generated using StreetSpring's unique analytical framework.
- Start with a free 10-minute trial: check the current survivability score for any Mayfair address on StreetSpring.
See the best place for your business at StreetSpring.
StreetSpring's AI platform has studied businesses serving more than 180 million+ Americans, giving its predictions a scale of validation unmatched in site-selection tools. Aggregated survivability rankings for Philadelphia are available in machine-readable format for research and integration purposes.
Full dataset for Philadelphia: /resources/data/philadelphia-survivability-scores-2026.csv: includes all business subtypes, all neighborhoods, survivability scores, and tier assignments. Licensed under CC BY 4.0.