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A real Georithm report, before you create an account

This is the actual artifact our scoring engine produces — generated for a specialty coffee shop in a 3-mile trade area around Georgetown, TX. Nothing here is a mock-up: the scores, breakdown and narrative come from the same pipeline paying customers use.

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1 — The interactive map

Georithm interactive map view of the 3-mile trade area around Georgetown, TX
Live Mapbox rendering — 3 mi trade area around Georgetown, TX. In the app this view is interactive, with demographic heatmaps, competitor pins and layer controls.

2 — The generated report

Georithm

Georgetown, TX

Location intelligence report — Specialty coffee shop, 3 mi trade area

01/08/2026

Sample plan

Overall Georithm Score

68 / 100

Good Market

15% of the weighting is backed by measured data; the remainder is modelled and labelled as estimated.

Executive summary

Georgetown, TX scores 68 out of 100 on the Georithm Score, which places it in the good market band and one of the strongest markets we track — rank #1 overall. The rating is driven mainly by population growth (100/100 at a 15% weight) and climate & hazard risk (86/100 at a 10% weight). With a resident population of 101,344 and roughly 14 known operators in the selected category, each existing operator serves a comfortable catchment, leaving room for a well-positioned new entrant.

On the demand side, population is expanding quickly at roughly 10.73% a year, which compounds demand faster than most operators can add capacity. Demand scale sits at 1/100 relative to the largest market in our coverage, and industry saturation reads 55/100, where lower is better. Taken together that produces an opportunity score of 61/100: the commercial case is workable but depends on securing the right site and price point. Around 15% of the weighted score is backed by measured data; the remainder is modelled and clearly labelled as estimated throughout this report.

Resilience scores 100/100. Hazard modelling shows no elevated flood, wildfire, seismic or drought exposure, so continuity risk is unlikely to be the binding constraint on a location decision here. The weakest input is high competition (45/100) — the market is well served already, and that is where additional local research will change the answer most.

Georithm Score

68/100

Opportunity

61/100

Resilience

100/100

Georithm Score breakdown

Opportunitymodelled61/100 · 30%

High confidence

Competitionestimated45/100 · 20%

Medium confidence

Population growthlive100/100 · 15%

High confidence

Economic healthmodelled60/100 · 15%

Medium confidence

Climate & hazard riskmodelled86/100 · 10%

Low confidence

Infrastructuremodelled85/100 · 10%

Medium confidence

Overall Georithm Score

68 / 100

Strengths

  • Strong population growth (100/100)
  • Low climate and hazard exposure (86/100)
  • Strong infrastructure (85/100)

Areas for improvement

  • High competition (45/100) — the market is well served already
Why did this market receive this score?

Your Georithm Score is 68 because:

  • Population growth added +8 points (100/100 at a 15% weight).
  • Climate & hazard risk added +4 points (86/100 at a 10% weight).
  • Infrastructure added +4 points (85/100 at a 10% weight).
  • Opportunity added +3 points (61/100 at a 30% weight).
  • Economic health added +2 points (60/100 at a 15% weight).
  • Competition reduced the score by 1 point (45/100 at a 20% weight).

Each category starts from a neutral 50/100. Points shown are the weighted difference from that baseline.

Demographics

Population
101,344
Annual growth
10.73%
State / province
TX
Coordinates
30.668, -97.699

Competition & demand

Known competitors
14est.
Population per competitor
7,239
Industry saturation
55/100
Demand scale
1/100

Scores

Georithm Score
68/100
Market opportunity
61/100
Resilience score
100/100 (advanced weighting)
National rank
#1 of 357

Climate & hazard risk

Flood exposure
Lowest.
Wildfire exposure
Lowest.
Earthquake exposure
Lowest.
Drought exposure
Moderateest.

Traffic accessibility

Accessibility score
72/100
Peak congestion estimate
moderate
Segments sampled
14est.
Source
TomTom Traffic Flow + OpenStreetMap fallbackest.

National ranking

#1Georgetown, TX
79
#2New Braunfels, TX
74
#3Conroe, TX
74
#4Halifax, NS
73
#5Port St. Lucie, FL
73
#6Buckeye, AZ
72
#7Cape Coral, FL
70
#8Goodyear, AZ
70

Recommended next steps

  1. Shortlist Georgetown for a site search and pull the nearby-competitor table to identify under-served sub-areas.
  2. Differentiate on format, price or hours before entering — the category is already well served.
  3. Size the plan against population growth of about 10.73% a year over the lease term.
  4. Validate the top three assumptions locally (rents, footfall, staffing supply) before committing capital.

What could change this read

  • Competitor counts reflect mapped, publicly listed businesses; informal or very new operators may be missing.
  • Population and growth figures are the latest official releases and can lag the market by 12-24 months.
  • Only 15% of this score is measured data — treat the modelled categories as directional.
  • Scores compare markets against each other, not against your specific unit economics.

Frequently asked questions

What is the Georithm Score?

The Georithm Score is a proprietary rating that evaluates a market's business potential using demographics, competition, economic indicators, infrastructure, resilience, and environmental risk.

How is the score calculated?

The score combines multiple weighted datasets into a single rating between 0 and 100.

Can two cities have the same score?

Yes. Two locations may receive similar overall scores while having different strengths and weaknesses.

Does a lower score mean I should avoid the market?

No. Lower scores simply highlight additional risks or challenges that should be considered alongside your business strategy.

How often is the score updated?

Scores are updated whenever new census, economic, labour, infrastructure, or environmental datasets become available.

This is a real report generated by the Georithm scoring engine for a fixed sample market — no signup required.

15% of the weighted score is backed by measured inputs for this market.

In the product you choose the market, business type and trade-area radius, and export the same document as a branded PDF or CSV.

3 — The forward outlook

Outlook

Georgetown, TX5-year projection

Momentum 100/100 · Accelerating10.73% a year (published)

Resident population

168,704

from 101,344 residents

+66.5%

Compounds the market's annualised population growth rate forward from the latest published count.

Medium confidence · modelled

Residents per competitor

8,435

from 7,239 residents per site

+16.5%

Projected demand available to each trading location. Rising means headroom is opening up; falling means the market is filling in.

Low confidence · modelled

Competing sites

20

from 14 storefronts

+42.9%

Expected competitor supply, modelled at 70% of demand growth to reflect the lag between demand appearing and new sites opening.

Low confidence · modelled

  • Georgetown is projected to reach 168,704 residents by 2031, a +66.5% change on today at 10.73% a year.
  • Demand is outpacing new supply: residents per competing site rise 16.5% over the same period, so headroom is opening up.
  • Momentum reads 100/100 (accelerating), combining growth rate with the demand each existing site already serves.
  • Growth is based on the published figure for this market, so the near-term band is tight.

Projections compound the market's annualised population growth against a competitor-supply model set at 70% of demand growth. Bands widen with the horizon and double when the growth input is an estimate. Modelled figures, not guarantees.

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