Prepared July 2026

Austin market-entry and site-selection analysis

This condensed web version shows how a Milou brief combines demographic, labor, industry, price, and geographic evidence - and how it calls out model weaknesses instead of hiding them.

Dated sample, not current advice. The brief was prepared in July 2026 from releases with different observation periods, including 2024 ACS estimates, 2025 annual employment data, and some monthly series through May 2026. Values may have been revised since retrieval. Verify the current source data and local operating facts before making a decision.

The decision framed

The sample asks where a restaurant or bar concept should look within the Austin-Round Rock metro and what risks deserve attention. It treats the metro as five counties - Travis, Williamson, Hays, Bastrop, and Caldwell - and then narrows part of the site screen to census tracts in Travis and Williamson counties.

The brief’s directional conclusion is that the suburban ring deserves attention: Williamson and Hays were adding restaurant establishments and jobs faster than Travis, while the cited Austin mixed-beverage series showed a flat trailing-year revenue pool despite more reporting establishments. That is a hypothesis for further screening, not a lease recommendation.

Executive snapshot from the brief

Population2.43M2024 ACS five-year estimate; +14.8% versus 2019
Median household income$100,4312024 ACS estimate for the metro
Nonfarm jobs1.42MMay 2026 reading cited in the brief
Unemployment3.5%May 2026 reading cited in the brief
Restaurants and bars5,149QCEW NAICS 722 establishments, 2025
Mixed-beverage receipts-0.6%Trailing 12 months through May 2026 versus prior year

Population and spending power

The five-county total in the brief is 2,426,592 residents. Travis County accounts for 1,330,015, or about 55%, and Williamson for 672,688, or about 28%. Hays contributes 268,638, while Bastrop and Caldwell are much smaller. That distribution matters because a metro headline can obscure large differences in reachable demand.

The metro median household income is reported at $100,431, but county medians range from $111,340 in Williamson to $69,758 in Caldwell. The analysis also reports 19.2% of households in the ACS table’s $200,000-and-over band. Because that table top-codes the highest bracket, it supports a conclusion about the size of the upper-income segment, not the distribution within it.

Labor and operating context

The brief reports that average nonfarm employment rose from 1.091 million in 2020 to 1.402 million in 2025, while annual job growth slowed from 9.2% in 2022 to 1.9% in 2025. Professional and business services was the largest listed sector at 283,900 jobs in 2025. Leisure and hospitality had grown 42.3% from 2020 but carried much lower median earnings in the ACS occupation and industry measures used.

That combination supports a concrete operating question: can a customer-facing business recruit and retain staff at wages compatible with local housing costs? The cost section reports median gross rent rising from $1,273 to $1,726 between the selected ACS endpoints. The brief uses this as a wage-pressure warning, not as proof of a particular business’s labor costs.

Restaurant and bar evidence

Restaurant and bar establishment and employment changes by county from 2021 to 2025
CountyEstablishmentsChangeEmploymentChange
Travis3,039 to 3,267+7.5%63,200 to 73,177+15.8%
Williamson965 to 1,141+18.2%18,553 to 23,945+29.1%
Hays406 to 506+24.6%9,243 to 12,201+32.0%
Bastrop133 to 145+9.0%2,285 to 2,728+19.4%
Caldwell66 to 90+36.4%1,011 to 1,433+41.7%

Percent growth and absolute scale tell different stories. Caldwell grew fastest by percentage from a base of only 66 establishments. Williamson and Hays together added 276 establishments, versus 228 in Travis. Those facts can justify a closer look at the ring, but they do not identify a specific parcel, concept-market fit, or achievable sales level.

The tract screen

The sample scored 421 of 425 census tracts in Travis and Williamson counties. It used three equally weighted, min-max normalized components: median household income, population density, and recent population growth. Four tracts were omitted because income estimates were suppressed.

The method is easy to explain and useful for triage, but its top ten should not be read as ten ready-to-lease locations. It does not include rent, parcel availability, traffic direction, zoning, daytime population, customer travel patterns, or direct competitor locations.

Why the brief challenges its own ranking

Ranked first, Tract 16.06 showed 1,241% population growth because its estimate moved from 17 residents to 228. The percentage is arithmetically real but begins from a tiny denominator and overwhelms the normalized growth component. Another high-ranked tract, 6.08, paired the dataset’s maximum density with a $21,571 median household income, consistent with a high-occupancy student or institutional context rather than an affluent market.

What should happen next: re-run the screen with an absolute-growth measure, winsorized or rank-based inputs, alternative weights, and operating constraints. Then inspect candidate trade areas on the ground. A transparent score is useful because its failure modes can be tested.

Primary sources represented

The full PDF also lists the internal dataset identifiers used for each section and identifies Texas mixed-beverage receipts as a source. See the original six-page sample brief for that complete inventory and the exact presentation context.

Ask about your market

Use this sample as a model for the scope you want, then bring Milou your location, concept, constraints, and decision horizon.