Start with the geographic record you actually need
Clay’s official geographic relationships include Jefferson County and St. Clair County. A report that simply labels every inquiry “Clay” may conceal an important distinction between the municipality, either county, and other places your firm serves. Population is not a proxy for legal demand, and the Census record cannot tell you how many people search for a lawyer or become clients. Attribution can still help you ask a disciplined operational question: which location descriptions, landing pages, or referral paths appear in the journeys of inquiries your firm accepts? The answer should come from your own records, not from the population estimate.
Recommended approach
Decide how your firm will distinguish Clay city from Jefferson County, St. Clair County, and any broader Alabama service area. Use those labels consistently when reviewing inquiries, consultations, and signed matters. Do not treat a Clay population figure as a forecast.
