1. Separate Firthcliffe geography from marketing evidence
Firthcliffe is recorded as a CDP in Orange County, New York, with a 2020–2024 ACS five-year population estimate of 5,432 and a margin of error of 408. It should begin with the firm’s actual service area, intake records and available journey data. Ask whether a record identifies Firthcliffe specifically, a wider Orange County location, another New York location or no location at all. Keep those categories distinct when reviewing performance.
Recommended approach
Define the geographic labels your firm will use before judging a channel. Treat Firthcliffe as one service-area label within Orange County, not as a proxy for demand.
