An agency rating is only as useful as the record behind it. Before a family compares any two agencies on stars or review totals, the first questions are what was counted, where it was counted, and when the figure was pulled.

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Ask what the count includes

Pull the review total and the average side by side. A high average on a small total can move an agency several places in a comparison, while a large total with a lower average describes a broader set of experiences. Write both figures in the comparison file with the platform name beside them. If an agency shows only an average, ask for the total and the platform it came from.

Name the source for every row

Each rating needs a source label that someone else can check. Separate reviews posted on an outside listing from testimonials on the agency's own website, because the agency chose which testimonials to display. Mark any rating that cannot be traced to a platform or a public record as unverified. Record the date you pulled each figure so the row can be checked later by anyone reading the file.

Check which reviews describe the service you will buy

Reviews often mix office experiences, billing questions, and in-home visits. Sort them into three groups: scheduling and intake, the aide's conduct in the home, and the office's response when something goes wrong. Only the second and third groups tell a family how the visits will run. A review that praises a fast phone answer says nothing about whether the same aide arrives on the same days.

Compare the replies to the lowest ratings

Read the replies the agency posted to its lowest ratings. Note whether each reply names a route for the concern, offers a private follow-up, and whether later reviews mention a change. An agency with few low ratings and no visible replies is harder to judge than one with a clear response pattern. Write that pattern in one line per agency.

Keep the rating out of the decision until the row holds up

Do not let a stronger average settle the choice before the source, the total, the platform, and the pull date are on the sheet. Put each agency through the same four checks: the count, the platform, the service type, and the reply pattern. Only the agencies whose rows pass all four move forward to a tour or an interview. A rating that cannot be defended from its row is a question to bring to the agency, not a reason to hire it.

For the scoring approach used on this site, see How We Rate: Methodology. For a county example of how review totals sit alongside local supply, see Most-Reviewed in St. Charles County.