The consumer intelligence framework

Local consumer profiles

Explore a reusable place profile and a source-verified Bexar County example. Geography coverage is stated explicitly.

One verified county example

Bexar County, Texas

Inspect three Census measures with dates, population groups, and source limits. The template can grow as more suitable evidence becomes available.

Field	Why it matters
Place name, type, ID, and boundary vintage	Keep postal, statistical, and administrative areas distinct.
Measure, value, unit, and population	Explain exactly what a number describes.
Measurement period and source	Separate the period measured from the date published.
Evidence and release labels	Distinguish counts, estimates, examples, and planned resources.
Limits, update plan, and version	Show what is missing and what changed between releases.