Radius Map Use Cases

A radius circle on a map sounds simple, but the same primitive answers very different questions depending on the job. This page covers six fields that use radius maps daily — with concrete examples, common pitfalls, and which Map With Radius tool fits each scenario.

If you're here to pick a number quickly, the quick-reference table below covers the typical radius and recommended tool for ten common jobs. For depth, read the detailed walkthroughs that follow.

7
industries covered
35
city walkthroughs
8
common questions

Quick reference: which radius for which job

Scan the table for the typical radius and recommended tool by job. Skip to the detailed walkthroughs below for context, pitfalls, and city-specific examples.

JobTypical radiusBest tool
Real estate comparable sales (1 mi appraiser standard)1 miRadius Map
Commute filter (real driving time)20-30 minDrive Time Map
Food delivery zone3-5 miRadius Map
Walking distance (hotel block, urban events)0.5 mi / 10-min walkWalking Radius Map
Retail trade area (neighborhood)1-3 miRadius Map
Retail trade area (destination retailer)10-30 miRadius Map
Service-area zip code list (GBP, direct mail)per zoneZip Code Radius
Geofenced display advertising0.1-0.5 miGeofence Map
Sales territory (dense / urban)15-25 miDrive Time Map
Sales territory (rural / sparse)50-100 miRadius Map

Ranges are typical starting points — calibrate against your own data (customer-distance distribution, on-time delivery rates, conversion rates) when possible.

Real Estate

Find homes that fit a real-world commute

Buyers do not search by zip code — they search by what is reachable. A 20-mile radius around a workplace, school, or grandparent's house is a much better filter than a postal-code list, because it ignores administrative borders that do not match how people actually live.

Three concrete jobs:

  • Commute filter. Draw a 30-minute drive-time isochrone around the buyer's office. Anything outside is off the table; anything inside is a short list. Use the Drive Time Map for this — a straight-line radius will mislead anyone living near a river or a large freeway gap.
  • School-district overlap. Draw a radius around the desired school and intersect with current MLS listings. Agents can export the radius as KML and import it into their MLS or CRM.
  • Comparable sales (comps). A 1-mile radius around the subject property is the standard appraiser definition for comparable sales. Use the Radius Map with miles, drop a pin on the address, and screenshot or export.

Pitfall: radius distance is not driving time. The same 5-mile radius covers a quick hop in low-density suburbs but can mean a slow crawl in a dense urban core. Show the isochrone where the difference matters.

Worked example: NYC radius map — mile-by-mile coverage from Times Square, including a comps radius walkthrough.

Delivery & Service Zones

Define a service radius your team can actually staff

Restaurants, couriers, locksmiths, plumbers, mobile mechanics, and HVAC techs all face the same question: how far from the depot should we accept jobs? A radius gives a clear answer that a customer-service rep can quote in seconds: "We deliver within 8 miles. Your address is 6.2 miles away — yes."

  • Quote at point of order. Embed the radius circle on a website so customers see whether their address is in-zone before clicking buy.
  • Tier pricing by ring. Define a 5-mile inner ring (free), a 5–10-mile ring ($5 surcharge), and a 10–15-mile outer ring (delivery negotiated). The same address-to-distance math powers all three.
  • Plan staffing by drive time, not radius. A 15-minute drive-time isochrone is a better staffing signal than a 5-mile circle, because it accounts for traffic. Use the Drive Time Map for this; switch to Walking Radius Map for bicycle couriers.

Pitfall: defining the zone in the office and never revisiting it. Re-draw your isochrone after major route changes (new bridge, road closure, new dispatch hub). The map that worked last year may quietly cost you on-time rates today.

Worked example: LA radius map — why a 10-mile radius in LA can mean a short hop off-peak or a long slog at rush hour.

Retail & Business Location

Estimate market reach before you sign a lease

Retailers, franchises, and gym operators rely on trade-area analysis: the area from which a location draws most of its customers. The primary trade area holds the bulk of your customers; the secondary trade area picks up a longer tail. For a neighborhood store the primary radius might be a mile or so; for a destination retailer like a furniture warehouse it can stretch much wider.

  • Site selection. Stack candidate locations and draw the same radius around each. Compare overlap with the closest competitor, demographic pockets, and major employers.
  • Market-size estimation. Pull the population within the radius — 1, 3, and 5-mile rings from 2020 US Census counts — and you have a rough addressable population for a candidate site.
  • Cannibalization check. If your existing store has a 5-mile trade area and the new candidate sits 4 miles away, you are dividing customers, not adding them. The visual overlap on a radius map makes the argument fast.

Pitfall: picking a fixed radius without checking the actual customer-distance distribution. A 3-mile radius is a starting hypothesis, not a law. If your own records show most customers come from a tighter ring, that tighter ring is your real primary trade area.

Worked example: Chicago radius map — uses a lake-corrected radius math because half of any circle on the lakefront is open water.

Event & Wedding Planning

Find venues that work for everyone's travel

Event planners use radius searches to constrain venue, hotel, and catering options around a center point — usually the ceremony location, the office, or the rough midpoint between the most distant guests.

  • Hotel block within walking distance. A half-mile walking radius around the venue catches the hotels guests can leave on foot at the end of the evening — often the difference between a smooth night and ten Ubers at once.
  • Reception within driving distance of ceremony. Planners usually want a short transit time between sites. Use a drive-time isochrone, not a radius, when the route crosses a bridge or highway.
  • Corporate offsite midpoint. Map a radius around each attendee's home; the venues inside the intersection minimize total travel.

Pitfall: measuring straight-line distance to a hotel that is physically across a river or highway. A short straight-line radius can hide a much longer actual walk in dense urban grids. Switch to walking distance for anything inside a city.

Worked example: Paris radius map — compact-city geometry where a 1 km radius covers most central wedding venues.

Marketing & Local SEO

Define a service area that matches how you actually market

Local marketers use radii to scope geo-targeted ads, define service areas in Google Business Profile, and pick which neighborhoods to write local landing pages for. The radius is also the base unit of geofencing — see the Geofence Map Tool for that workflow.

  • Google Ads geo targeting. Google lets you target a radius around a location. Drawing the same radius on a real map first prevents bidding on customers who are physically separated by a state line, water, or a highway you do not actually serve.
  • Service-area Google Business Profile. Google asks for the cities or zip codes you serve. A radius map tells you which zip codes are inside your radius — which is what we built the Zip Code Radius for.
  • Geofenced display advertising. A 0.5-mile geofence around a trade-show booth or competitor location triggers mobile ads only when devices physically enter that zone.

Pitfall: assuming Google's radius targeting and your business radius are the same. Google's radius is bidder-side; it does not know your actual reach. Decide your zone first, then enter it into Ads.

Worked example: London radius map — Tube zones map almost 1:1 to radius bands, a useful trick for local SEO targeting.

Sales Territory Mapping

Carve territories that balance opportunity with travel time

Field-sales orgs split the country into territories. Done badly, one rep covers an empty rural area while another fights through dense urban traffic. Radius mapping is the first cut: every prospect within 60 miles of rep A, every other prospect to rep B.

  • Round-robin assignment. Drop a center pin per rep, draw radii, resolve overlaps by closest distance. Quick and good enough for early-stage teams.
  • Travel-time-balanced territory. Use a drive-time isochrone instead of a straight radius. Reps in dense metros need smaller territories; reps in low-density regions can cover much larger areas in the same hours.
  • Customer-density correction. Shrink radii where prospects are concentrated and expand where they are sparse. The goal is equal pipeline per rep, not equal area.

Pitfall: assigning territories by zip code clumps without ever looking at the map. Zip codes have wildly different sizes — one rep with 50 zip codes in Manhattan can have less land than another with 5 zip codes in Wyoming. The radius view exposes that immediately.

Worked example: Toronto radius map — shows why a circular radius distorts the linear east-west GTA territory.

Land & Area Measurement

Measure land, roofs, and lots straight off the map

Not every map job is a radius. When the question is “how big is this?” rather than “what is within range?”, you trace the actual outline instead of drawing a circle. The Area Calculator reports the enclosed area and the perimeter of any shape you draw, in acres, sq ft, m², hectares, sq mi, or km².

  • Lot and parcel size. Trace a boundary to sanity-check a listing's stated acreage or compare two lots before ordering a survey. It estimates the visible outline, not the legal parcel.
  • Roof and hardscape area. Size a roof for solar or a driveway for resurfacing in ft² or m² without climbing up with a tape.
  • Fence and boundary length. Read the perimeter, not the area, to get linear feet of fencing or edging.
  • Fields and lawns. Measure a paddock or lawn, then multiply by the coverage rate on your seed, sod, or fertilizer.

For a fixed reference size rather than a traced shape, the Acre Calculator drops a true-scale acre or hectare overlay you can slide over any location.

How to choose the right radius for your use case

The right number is rarely “5 miles” or “10 km” — it depends on the question you're asking. Three quick rules cut through most of the decision:

  1. Start with the question, not a round number. “People within X distance of Y who do Z” — X falls out of Z. A 30-minute commute is different from a 30-mile commute. Decide which constraint matters, then map.
  2. Straight-line for area, time-based for travel. Use a radius when the question is “what fits inside this area?” (trade area, comps, geofence). Use an isochrone when the question is “how far can I travel?” (commute, service response, delivery promise).
  3. Check the result visually. Draw the radius and ask: does the circle contain the things that belong (and exclude the things that don't)? If a 5-mile radius around your store includes a competitor's parking lot, the radius isn't wrong — your trade-area model is.

Cross-check with data when possible. If you have order or POS records, plot the customer-distance distribution. The radius that captures the bulk of your activity is your real primary zone — regardless of what the rule of thumb says. If you don't have data yet, start with the table values above and revise after one quarter of real operations.

And remember the city pages. A 10-mile radius isn't the same job in Manhattan as in Houston as in central London. Each city radius map page documents the local quirks (water, mountains, density, transit) that change how a radius behaves there.

Worked examples by city

Each city page applies the use cases above to a specific local geography — real-estate comp radii, delivery isochrones, trade-area math, transit-aware commute filters — calibrated to that city's scale and quirks.

New York City

United States

Manhattan is a narrow island bounded by the Hudson River on the west and the East River on the east, so a radius drawn from midtown crosses water in several directions and reaches different neighborhoods depending on which way it points.

Default: 5 mi from Times Square
Population: 8,804,190 (2020 Census)

Los Angeles

United States

A 10-mile radius from downtown Los Angeles reaches Hollywood (~6 miles northwest) and Glendale (~6 miles north), but Santa Monica (~14 miles west) and Long Beach (~20 miles south) fall outside.

Default: 10 mi from downtown Los Angeles
Population: 3,898,747 (2020 Census)

Chicago

United States

Chicago is laid out on a numbered street grid centered at State and Madison, with addresses counting up by 100 per block from that zero point. That regular layout makes it easy to sketch a service area outward from downtown in each direction without a tape measure.

Default: 10 mi from the Loop
Population: 2,746,388 (2020 Census)

London

United Kingdom

A 10 km radius from Charing Cross reaches the inner boroughs out to Hampstead Heath (~6 km northwest) and Greenwich (~9 km east), while Wimbledon (~11 km southwest) and Croydon (~14 km south) sit just outside it. Push the radius out to 25 km and it reaches Heathrow (~23 km west), Romford (~23 km east), and Watford (~25 km northwest).

Default: 10 km from Charing Cross
Population: 8,945,310 (Greater London, mid-2023)

Manchester

United Kingdom

From the Manchester city centre, a 25 km radius reaches well beyond the inner boroughs — a useful starting point for catchment planning across the wider conurbation.

Default: 10 km from Manchester city centre
Population: 589,670 (mid-2024)

Paris

France

The City of Paris (intramuros) is bounded by the Boulevard Périphérique, a near-circular ring road. A 5 km radius from the centre fits the entire 20 arrondissements inside the Périphérique.

Default: 10 km from the Hôtel de Ville
Population: 2,113,705 (2022)

Berlin

Germany

The S-Bahn Ringbahn (S41/S42) is a circular railway that loops around inner Berlin — a handy proxy for "central Berlin" when you draw a radius. From central Berlin (Mitte), Charlottenburg sits about 8 km west and Köpenick about 14 km southeast.

Default: 10 km from central Berlin (Mitte)
Population: 3,700,577 (end of 2025)

Madrid

Spain

Madrid is encircled by orbital motorways — the inner M-30, the M-40, the partial M-45 on the eastern side, and the outer M-50. Each ring roughly corresponds to a shift in urban character, so they make natural reference points when you draw a radius around the centre.

Default: 10 km from Puerta del Sol
Population: 3,416,771 (2024)

Rome

Italy

Rome is encircled by the Grande Raccordo Anulare (GRA), an orbital motorway that rings the city and separates dense urban Rome from its outer suburbs. A radius drawn from the historical core is a handy way to approximate "inside the ring" without tracing the road by hand.

Default: 10 km from the Pantheon
Population: 2,746,898 (2025)

Tokyo

Japan

The Yamanote Line forms a rail loop around central Tokyo. A 5 km radius from Shinjuku Station reaches Shibuya (~3 km south) and Tokyo Tower (~5 km southeast), covering much of the dense core that loop encloses.

Default: 10 km from Shinjuku Station
Population: 14,261,830 (Tokyo Metropolis, March 2026)

Sydney

Australia

Sydney wraps around its harbour, and a radius drawn from the CBD is shaped by water on three sides. A 1 km radius from Martin Place barely leaves the historic core, while a 25 km radius reaches out to Parramatta (~4 km northwest), Hornsby (~21 km northwest), and Cronulla (~22 km south).

Default: 15 km from Martin Place
Population: about 5.56 million (Greater Sydney, June 2024)

Toronto

Canada

A 15 km radius from Nathan Phillips Square reaches the inner Greater Toronto Area but stops short of Mississauga (~23 km west) and Vaughan (~22 km northwest). Because Lake Ontario sits directly south, the southern arc of any Toronto radius falls over water.

Default: 15 km from Nathan Phillips Square
Population: 2,794,356 (2021 Census)

San Francisco

United States

San Francisco proper sits at the tip of a peninsula, with San Francisco Bay to the east and the Pacific Ocean to the west, so a radius drawn from Union Square runs out over water in several directions before it covers much land.

Default: 10 mi from Union Square
Population: 873,965 (2020 Census)

Boston

United States

A radius drawn from Boston Common reaches far beyond the city limits fast — a 10-mile radius already pulls in Newton (~7 miles west), Quincy (~8 miles southeast), and Lexington (~10 miles northwest).

Default: 10 mi from Boston Common
Population: 675,647 (2020 Census)

Seattle

United States

Seattle sits between Puget Sound to the west and Lake Washington to the east, so a radius drawn from Pike Place reaches water in both directions before it reaches many of the suburbs.

Default: 10 mi from Pike Place Market
Population: 737,015 (2020 Census)

Miami

United States

Miami sits between the Atlantic Ocean to the east and the Everglades to the west, so a circle drawn around the city tends to capture a lot of water and protected wetland alongside the urbanized area.

Default: 10 mi from Bayfront Park
Population: 442,241 (2020 Census)

Washington, D.C.

United States

The District of Columbia is a small federal district, and the I-495 Capital Beltway rings the inner core around it. On a radius map centered on the White House, the first resolvable suburbs appear around 6 miles out: Alexandria (~6 miles south) and Silver Spring (~6 miles north).

Default: 10 mi from The White House
Population: 689,545 (2020 Census)

Vancouver

Canada

Vancouver sits between the North Shore Mountains, the Strait of Georgia, and the Fraser River delta, so a radius drawn from the downtown waterfront quickly runs into water or mountains. Richmond lies about 13 km south, Vancouver International Airport about 12 km southwest, and Surrey about 22 km southeast.

Default: 15 km from Canada Place
Population: 662,248 (2021 Census)

Dublin

Ireland

Working outward from O'Connell Bridge, a 25 km radius reaches suburbs and commuter towns such as Swords (~13 km north), Bray (~19 km southeast), and Maynooth (~23 km west). The M50 ring road wraps around the city, and its loop is often used as shorthand for the edge of Dublin proper.

Default: 15 km from O'Connell Bridge
Population: 592,713 (Census 2022)

Amsterdam

Netherlands

Amsterdam is unusually compact — a 2 km radius from Dam Square already covers the historic canal ring (Grachtengordel) and the medieval centre, and a 10 km radius reaches across the city to Amsterdam Zuidoost (~9 km southeast) and Zaandam (~8 km northwest).

Default: 10 km from Dam Square
Population: 941,927 (end of 2025)

Barcelona

Spain

Barcelona sits between the Mediterranean Sea and the Collserola hills. A radius drawn from Plaça de Catalunya runs into sea or mountain going seaward or inland, while reaching much further along the coast — northeast toward Badalona (~9 km northeast) and southwest toward L'Hospitalet de Llobregat (~5 km southwest).

Default: 10 km from Plaça de Catalunya
Population: 1,702,547 (2024)

Munich

Germany

Munich grew outward from Marienplatz in a series of loops — the medieval old-town wall, the S-Bahn ring, and the Mittlerer Ring road — which makes radius-based catchments easy to picture from the centre.

Default: 15 km from Marienplatz
Population: 1,505,005 (end of 2024)

Singapore

Singapore

Singapore is a compact island city-state. From the centre near Marina Bay, Tuas on the far western tip is only about 22 km away and Woodlands by the Causeway about 18 km northwest, so a single 25 km radius reaches every named district at once — Tanjong Pagar, Bedok, Tampines, Jurong East, Changi Airport, Woodlands and Tuas.

Default: 10 km from Merlion Park (Marina Bay)
Population: 6,111,175 (June 2025)

Hong Kong

Hong Kong

Hong Kong is split across Hong Kong Island, Kowloon, and the New Territories. Measured straight-line from Statue Square in Central, a 10 km radius reaches Tsim Sha Tsui, Mong Kok, Kowloon Tong, and east to Tseung Kwan O, while Hong Kong International Airport lies about 24 km west and the far New Territories towns such as Tuen Mun (~23 km northwest) sit near the edge of a 25 km radius.

Default: 10 km from Statue Square (Central)
Population: 7,508,700 (end of 2025)

Auckland

New Zealand

A 5 km radius drawn from the Sky Tower reaches the central city, the inner suburbs, and Devonport (~3 km northeast) across the Waitematā Harbour. The Waitematā Harbour lies to the east and the Manukau Harbour to the west.

Default: 15 km from Sky Tower
Population: 1,797,300 (Auckland region, June 2024)

Houston

United States

Houston is one of the most sprawling major US cities, built on flat terrain with few natural radius barriers aside from the Houston Ship Channel to the east. A 15-mile radius from Downtown Houston (City Hall) reaches close-in communities like Bellaire, Meyerland, Galena Park, and Pasadena, while second-ring commuter towns such as Kingwood, La Porte, and Baytown sit beyond it.

Default: 15 mi from Downtown Houston (City Hall)
Population: 2,304,580 (2020 Census)

Phoenix

United States

Phoenix is the 5th-largest city in the US with a 2020 Census population of 1,608,139 in the city proper, spread across the flat Valley of the Sun.

Default: 15 mi from Downtown Phoenix
Population: 1,608,139 (2020 Census)

Philadelphia

United States

Philadelphia is a dense, river-bounded city of 1,603,797 people (2020 Census), with the Schuylkill River running through downtown and the Delaware River forming the eastern border with New Jersey.

Default: 8 mi from Philadelphia City Hall
Population: 1,603,797 (2020 Census)

San Antonio

United States

A 12-mile radius from Main Plaza (San Fernando Cathedral) reaches the inner suburbs including Alamo Heights (~4 miles northeast) and Castle Hills (~7 miles north), while nearby Hill Country gateways like Boerne (~29 miles northwest) sit well outside it.

Default: 12 mi from Main Plaza (San Fernando Cathedral)
Population: 1,434,625 (2020 Census)

San Diego

United States

San Diego's geography is fragmented by canyons and constrained by water — the Pacific Ocean blocks the west, and San Diego Bay splinters downtown from Coronado and the South Bay. A 10-mile radius from Downtown San Diego (Civic Center) reaches diverse neighborhoods, from Coronado and the beach side across the bay to inland suburbs like Spring Valley, but geography means you often have to drive around obstacles that don't appear on a straight-line map. Coronado sits ~2 miles southwest, while inland El Cajon is ~13 miles northeast.

Default: 10 mi from Downtown San Diego (Civic Center)
Population: 1,386,932 (2020 Census)

Dallas

United States

A 12-mile radius from downtown Dallas reaches the nearest ring of towns, with Irving about 9 miles west, Duncanville about 11 miles southwest, and Grand Prairie about 12 miles west all falling inside it. Fort Worth sits roughly 31 miles west and Plano about 18 miles north, so understanding straight-line distance helps when a service boundary needs to cross between Dallas, Tarrant, and Collin counties, each of which has its own tax, licensing, and regulatory rules.

Default: 12 mi from Downtown Dallas, near City Hall
Population: 1,304,379 (2020 Census)

Austin

United States

Austin sits along the Colorado River, which runs through downtown as Lady Bird Lake. A 10-mile radius from downtown Austin (Congress Avenue) reaches west toward the Hill Country, spreads east across the inner city, and reaches West Lake Hills (~4 miles northwest), but it stops short of the first ring of suburbs: Round Rock sits ~17 miles north and Cedar Park ~17 miles north of downtown.

Default: 10 mi from downtown Austin (Congress Avenue)
Population: 961,855 (2020 Census)

Denver

United States

Denver sits on the High Plains at 5,280 feet elevation (the "Mile High City"), where the flat grid of the urban core runs up against the Rocky Mountain foothills to the west near Golden (~12 miles west). The grid layout and flat terrain keep straight-line radius calculations close to on-road distance in most directions until you reach the foothills; terrain and the major north-south corridors (I-25, I-270) become the real distance measure for most residents.

Default: 10 mi from Downtown Denver (Civic Center)
Population: 715,522 (2020 Census)

Atlanta

United States

Atlanta's city proper is home to 498,715 people (2020 Census), while the surrounding metro area stretches far beyond — so a 12-mile radius from downtown reaches out to Buckhead, Sandy Springs, and Smyrna while still stopping short of outer suburbs like Marietta, Kennesaw, and Alpharetta.

Default: 12 mi from Downtown Atlanta (near the Georgia State Capitol)
Population: 498,715 (2020 Census)

Portland

United States

Portland, Oregon's 2020 census population of 652,503 makes it the Pacific Northwest's largest city, set along the Willamette River where the water splits the city into distinct east and west districts.

Default: 10 mi from downtown Portland, near City Hall
Population: 652,503 (2020 Census)

See the full city radius map index →

Frequently asked questions

What's the difference between a radius and an isochrone?
A radius is a straight-line ("as the crow flies") distance from a point — a perfect circle. An isochrone shows how far you can actually travel in a given time, following real roads — usually an irregular shape. Use a radius for geometric questions ("what is within X distance of this point?") and an isochrone for travel questions ("where can I reach in 20 minutes?"). Our Drive Time Map and Walking Radius Map render isochrones; the main Radius Map renders straight-line circles.
When should I use a straight-line radius vs a drive-time isochrone?
Straight-line for: site selection (the customer is here, the store is X miles away), service zones quoted by distance ("we deliver within 5 miles"), trade-area screening, and the first cut of a commute filter. Drive-time for: actual staffing decisions, delivery promise time (45 min vs 90 min), customer-experience modeling, and any geography where terrain or water blocks travel. A useful rule: if the answer would change once you account for traffic or geography, use drive-time.
How do I share a radius map with my team or client?
Three ways. (1) Copy link — a URL with the radius encoded; recipients open it and see the exact same map. (2) Download PNG — a static screenshot for decks, PDFs, or email. (3) Export KML — a structured file your MLS, CRM, ArcGIS, Google Earth, or QGIS can import. All three options are on every tool on this site, and everything happens client-side: no account, no server-stored links.
Can I export radius data into my CRM, MLS, or GIS tool?
KML is your friend. KML files are the de-facto exchange format for radius and polygon data — readable by Google Earth, QGIS, ArcGIS, most CRM systems with mapping plug-ins, and major real-estate MLS systems. Drop the KML file in and the radius appears as a circular boundary or filter. For programmatic integrations, the share-link URL contains the radius as query parameters that any tool can parse.
How do I pick a radius for a use case that isn't on this list?
Start with the question, not a round number. If you can articulate 'people within X distance of Y who do Z,' then X is your radius. Cross-check by drawing it on the map and asking whether the circle contains the right things. Adjust until it does. When data is available (POS records, order history, customer addresses), look at the customer-distance distribution — the radius that captures the bulk of activity is your real primary zone, regardless of any rule of thumb.
What's the standard for trade-area analysis?
Trade-area analysis splits customers into a primary zone (the bulk of your customers) and a secondary zone (a longer tail that still visits). Reilly's Law — first outlined by William J. Reilly in 1929 and published as The Law of Retail Gravitation in 1931 — and Huff's Model (1964) are the academic frameworks, but in practice the radius should be defined from the observed customer-distance distribution in your own data. If you don't have that yet, start with a tight radius for neighborhood retail and a wider one for destination retail (furniture, big-box), then revise from real data once you have it.
How do I handle radii that cross water, mountains, or other barriers?
The radius is geometrically correct ("within X distance of point Y"), but it can mislead for travel questions because half the circle may be unreachable. Two fixes: (1) Switch to a drive-time isochrone, which respects the road network. (2) Use the city pages — each documents the specific geographic quirks (water, mountains, density gradients) and the typical adjustment for that city. Coastal cities, mountain cities, and dense urban grids each have a different right answer.
Is there an industry standard for delivery or service radius?
Not universal — it depends on the industry, and there is no single published standard. Food delivery tends to use a tight radius or a short drive-time window; locksmiths and emergency-response services run wider; HVAC, plumbing, and home services go wider still for non-urgent jobs; and restaurant delivery apps scale the radius up or down with local density. The right number is the one your team can actually staff at peak demand, not the one a competitor advertises.

Resources and references

Industry methodology and academic sources behind the use cases above.

Trade-area methodology

Demographic & overlay data

Geographic methodology

Local marketing standards