1. Set Farmington Hills and Oakland County boundaries before publishing
A location page should distinguish Farmington Hills city from Oakland County, the wider metropolitan area, and Michigan as a whole. The Census record identifies Farmington Hills city as a municipality in Oakland County. It does not say that every Oakland County resident is a prospective client, that people elsewhere seek the firm, or that a particular practice has local demand. Those distinctions matter when an AI system interprets a firm’s location and service area. Bosseo describes entity and brand grounding as a way to establish a consistent firm entity, including its name, attorneys, locations, and practice areas. For your firm, the review should ask whether the site uses one consistent geographic description and whether each service page states the areas actually served.
Recommended approach
Create a geographic specification for the website before expanding location content. Identify whether the firm serves Farmington Hills only, Oakland County, additional Michigan communities, or another exact combination. Keep city, county, metropolitan, and statewide references separate. Do not use the city’s population estimate as a substitute for a demand study or marketing forecast.
