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Retail location intelligence · Free + paid reports

Before you sign the lease, see the score.

Get a free AI-powered location report with real Census data, competitor mapping, and a 0–100 opportunity score — for any US market, in seconds. Upgrade to the full report when you're ready to commit.

Start free — no card →View sample report
Results in seconds· 200+ categories· All 50 states
1Type
2Category
3Location
What are you evaluating?
Pick the scope — press Continue when ready.
Sources · Live
US Census Bureau — 3.1B data points indexed•OpenStreetMap — 847K businesses mapped•200+ business categories•All 50 states•Reports in ~4 minutes•Powered by Claude AI•ACS 5-Year estimates — Q4 2025•LEHD LODES workforce data•US Census Bureau — 3.1B data points indexed•OpenStreetMap — 847K businesses mapped•200+ business categories•All 50 states•Reports in ~4 minutes•Powered by Claude AI•ACS 5-Year estimates — Q4 2025•LEHD LODES workforce data•
02 / Methodology

How the opportunity score is calculated.

We don't hide the math. Every score on LocationGenius is a transparent, reproducible formula over three public data sources. Here's exactly how the 0–100 breaks down.

Score·Formula·Live
v2.0 · Updated Q1 2026
60 pts · Gap score

How underserved is the category?

We compare actual competitor density in your trade area to national benchmarks for your category. More gap = more headroom for a new entrant.

INPUT · OSM businesses · NBHD radius · 1/3/5 mi
25 pts · Population

Is the market big enough?

Raw population and density within a 5-mile ring, weighted against the minimum viable footprint for your category.

INPUT · ACS 5-Yr · Density floor · Category-tuned
15 pts · Income fit

Can locals afford it?

Median household income vs the category's target income band. A $15 QSR and a $60 tasting menu don't have the same fit.

INPUT · ACS 5-Yr income · Category bands · 5-tier
The formula
Score = Gap(0–60) + Population(0–25) + Income fit(0–15)
Cutoffs
70+ strong·40–69 caution·<40 skip
04 / In the wild

What a real search looks like.

Pick a category to see the decision the free report drives — then how the full report fills in the next move.

Case · 01

Marcus was about to sign a lease in downtown Austin.

He ran a free report. The score came back 41 — twelve direct competitors inside a 2-mile radius. The screener flagged a nearby suburb he hadn't considered, scoring 87. He paid $15 for the full report.

The full report ranked three corridors inside that suburb, showed the supply gap (room for 7 more shops) and the income profile that fit specialty coffee. He signed the lease there instead.

  • 01Free screener on the downtown ZIP → score 41, oversaturated.
  • 02Free screener on the suburb ZIP → score 87, underserved.
  • 03Paid City Report → three ranked corridors, demographics, AI picks.
  • 04Signed the lease on the #1 ranked corridor.
Coffee Shop / Cafe
ZIP 77084 · West Houston, TX
76
Verdict · Strong opportunityWorth the lease. Underserved market, manageable competition, income fit is good.
Direct competitors4 in 1mi
Expected demand11 locations
Population (5mi)128,400
Median HH income$72,800
Demand82
Competition68
Growth74
Viability79
SOURCES · ACS 5yr · OSM · LEHD LODES · HUD FMR '26
05 / Three steps

From curious to scored in about four minutes.

01

Pick a category

200+ retail and service categories — coffee shops, gyms, salons, restaurants, clinics, and more.

02

Drop a location

A ZIP, city, or street address. We pull Census and OpenStreetMap data for the surrounding trade area.

03

Get your score

Free snapshot arrives in ~4 minutes. Upgrade for the 17-section decision doc if the signal looks right.

06 / Data sources

Every number traces to a source you can check.

We don't aggregate mystery "insights." Every cell in every report links to a public, named data source — with the year and release version it came from.

Demographics & Economy
Who lives & works here
  • Census TIGER — state, county, tract, ZCTA, block-group polygons237K BG
  • ACS 5-Year — age, race, household, language, daytime pop57K tracts
  • ACS Income — median HH, 6 income brackets, poverty rate6 bands
  • BLS CBP — employment by NAICS sector3,234 co.
  • BLS LAUS — monthly unemployment by county11K rows
  • LEHD LODES8 — workplace + residence jobs238K BG
CENSUS · BLS · LEHD
Competitors & Anchors
What's already on the ground
  • OpenStreetMap — business POIs, hours, category60K Austin
  • FDIC — active bank branch locations78,353
  • HRSA — federally-qualified health centers18,880
  • NCES Schools — public K-12 + postsecondary108K
  • GTFS / CapMetro — transit stops & routes2,348
  • Overpass Roads — road network for isochronesNational
OSM · FDIC · HRSA · NCES · GTFS
Housing & Cost
What it costs to be here
  • ACS Housing — median value, gross rent, age, tenureTract
  • HUD FMR FY24 — Fair Market Rents 0–4 bdrm3,228 FMR
  • ACS Commute — mode, vehicle ownership, WFHTract
  • EPA Walkability v3 — National Walkability Index220K BG
  • ACS Education — % bachelor's or higherTract
  • USDA Food Access — low-income, low-access flags60,352
ACS · HUD · EPA · USDA
Health & Welfare
Population health context
  • CDC PLACES 2023 — 15 health outcomes per tract57,152
  • ACS Insurance — uninsured rate, disabilityTract
  • ACS SNAP — SNAP enrollment rateTract
  • EPA AQS — county-level air quality index4,006
  • CDFI Opportunity Zones — federally-designated tracts8,764
  • FBI CDE — state violent + property crime rates2019–22
CDC · EPA · CDFI · FBI
Risk & Environment
What could go wrong here
  • FEMA NRI — wildfire, seismic, tornado, hurricane risk3,232 co.
  • FEMA Flood Zones — flood polygon overlaysAustin
  • NOAA NCEI — severe storm events 2014–23359K
  • EPA Superfund — NPL + proposed + non-NPL sites14,805
  • EPA TRI — Toxics Release Inventory facilities64,958
  • NOAA Climate Normals — 30-yr temp & precip9,800 sta
FEMA · NOAA · EPA
Synthesis & Narrative
Math + plain English
  • Claude AI — writes the narrative with inline citationsSonnet 4.6
  • Opportunity Score — transparent 3-factor formula0–100
  • Trade-area engine — 1/3/5-mi rings + isochronesPer-ZIP
  • Category benchmarks — national supply & demand rates200+
  • Ranking engine — counties, states, metrosAll levels
  • Citations — every cell links back to sourceAlways on
ANTHROPIC · LOCATIONGENIUS
20+
Public data sources
237K
Block groups indexed
200+
Categories supported
50
States covered
07 / Stories

Real decisions. Real leases signed.

Small and medium retail operators who used a free screener first, then paid for the full picture.

I was about to sign a lease in downtown Austin for my juice bar. The free screener showed 12 competitors within 2 miles and recommended a suburb I hadn't considered, scoring 87. Saved me from a costly mistake.

MJ
Marcus J.
JUICE BAR · AUSTIN, TX · CITY REPORT

As a first-time restaurant owner, I had no idea how to evaluate a location. The free report pointed me at the right ZIP, and the $15 upgrade gave me everything I needed — demographics, foot traffic, competitor density.

DR
David R.
RESTAURANT · CHARLOTTE, NC · CITY REPORT

I manage site selection for a fitness franchise with 30+ locations. The State Report for Georgia identified three counties we'd completely overlooked. The competitor mapping alone would've cost us thousands from a traditional firm.

JK
Jennifer K.
FITNESS · GEORGIA · STATE REPORT
08 / FAQ

Questions answered.

The free report is a one-page screener: your opportunity score (0–100), key demographics (population, median income, median age, unemployment), a direct-competitor count, and a window-of-opportunity urgency signal. The paid report adds the competitor landscape map, supply vs demand analysis, demographics deep-dive, ranked location picks, and 12 more sections — 17 in total.
We pull real data from 20+ public sources — Census TIGER & ACS, BLS CBP, LEHD, HUD, EPA walkability & air, FEMA NRI, CDC PLACES, FDIC, NCES, USDA food access, OpenStreetMap, and more. Claude AI then calculates the opportunity score using a transparent three-factor formula and writes a plain-English narrative with citations. Results return in seconds — the only wait is your internet connection.
Three factors: Gap Score (0–60, how underserved your category is vs national benchmarks), Population Score (0–25, market size in the 5-mile ring), and Income Fit Score (0–15, how well median household income matches your category's target band). See the Methodology section above for the full formula.
No. Enter a category and a location and you'll get the free report — no signup, no credit card. A free account lets you save reports to a dashboard, download PDFs, and claim any paid reports you've purchased.
200+ retail and service categories across Food & Beverage, Health & Wellness, Retail, Services, and Entertainment — from coffee shops and gyms to dental clinics, escape rooms, and dog grooming.
Business locations come from OpenStreetMap. Coverage is excellent in urban and suburban areas, good in most rural ones. Every report shows the data density for your trade area so you know the confidence level going in.
If a report fails to generate we retry at no cost, and if it still fails we refund automatically. Successfully generated reports are non-refundable — you receive the full deliverable immediately — but you can request a refund from your dashboard and the team will review within 24 hours.
City Report ($15): you've identified a location and want the full picture before signing. State Report ($35): you're expanding and want every county ranked. National Report ($99): you're picking a market to enter and want all 50 states compared.
Still have questions? The team typically replies within 24 hours.
support@locationgeni.us
Run your first report

See your market before you commit a dollar.

Free. No credit card. No signup. Just an opportunity score and the data behind it — in about four minutes.

Start free — no card →View sample report
Instant · 200+ categories · All 50 states
LocationGenius AI

Retail location intelligence for small and medium operators. Free screener reports + paid deep-dives. Powered by US Census, OpenStreetMap, and Claude.

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All systems operational · v2.0
03 / Why not hire a consultant?

The same answer, cheaper by three orders of magnitude.

Traditional site-selection studies are thorough — and priced for multi-location chains with CFOs. For a single lease decision, the math changes.

Traditional consulting
The old way
Typical fee
$8K–$45K
Turnaround
4–8 weeks
  • Intake calls, NDAs, custom SOW before any work begins
  • Priced per market — exploring alternates gets expensive fast
  • Static PDF you can't re-run when the competitor opens
  • Optimized for enterprise, not the first-store operator
LocationGenius AI
This tool
Free screener
$0
Full report
$29–$99
Decision report
$99–$499
  • Pick a category, type a ZIP — score in your inbox in ~4 minutes
  • Run ten alternates for the price of one consulting slide
  • Re-run any time — markets change, your report refreshes
  • Built for the small-to-medium operator signing a real lease
Pricing

One-time purchase. No subscription.

Pay once, own your report forever. Download PDF, share the link, or save to your free dashboard.

No Card · ~60s

The Screener Report

A free screener with the core data visible — enough to decide if the market is worth a deeper look. Premium sections stay locked until you upgrade.

Free
  • Free screener — no card required
  • Core sections visible: score, demographics, top competitors
  • Upgrade in-place to unlock the Full Data Report
  • CityFree
  • StateFree
  • NationalFree
Choose The Screener Report →
Recommended · Signing a Lease

Full Data Report

Every section of the data report unlocked: corridors, demographics, revenue projection, rent comps, and risk flags. Maximum value for an operator signing a lease.

from$29one-time
  • Every section unlocked
  • Corridor recommendations, demographics, revenue bands
  • 12-page PDF, share-link, save to dashboard
  • City$29
  • State$59
  • National$99
Choose Full Data Report →
Maximum Value

Decision Report

AI-written decision document — the same data as the Full Data Report, plus a narrative analysis, ranked recommendations, and a 12-month roadmap for your business.

from$99one-time
  • Everything in the Full Data Report, plus:
  • AI-written narrative analysis with citations
  • Ranked recommendations and a 12-month roadmap
  • City$99
  • State$249
  • National$499
Choose Decision Report →

Create a free account to save reports to your dashboard. No account required to purchase.

*10 minutes is the estimated optimal generation time. Actual time may vary depending on report complexity and data availability.