Why the average is not scored
The obvious measure of reputation is the number at the top of the profile, and it is the one this instrument declines to score. There are three reasons.
The first is that averages are not comparable. A clinic performing a hundred low-risk procedures a month and a clinic performing eight complex ones will produce different distributions for reasons that have nothing to do with quality. Comparing the two numbers is a category error, and any benchmark that invites it is misleading.
The second is that averages are manipulable by process. Selective solicitation, asking only satisfied patients, produces a higher average without any change in care. If the headline number can be improved by a practice that ought to be discouraged, it is not a measure of health.
The third is that the average tells a clinic nothing actionable. A score of 4.6 does not indicate what to do next. The process criteria do: they identify whether requests are fair, whether responses happen, whether anything is investigated, and whether anything changes.
What the average is useful for is the clinic's own trend, watched over time and read alongside volume. A shift in your own distribution is a signal. Its position relative to a clinic down the road is not.
How to score this instrument
Start with solicitation, because it determines what the rest of the record means. Establish who is asked, when, by what route, and by whom. If any patient is excluded from the request on the basis of an expected response, score criterion one 0. This includes informal exclusion, such as reception deciding not to ask a patient who seemed unhappy.
Score inducement by looking at what is offered. Prize draws count. Discounts count. So does a request that mentions a review is needed for the clinic to continue offering something.
For coverage, search for your clinic name on the platforms you know about and then on the ones you do not. Clinics are routinely reviewed on aggregators they have never visited.
For response criteria, take the last twenty reviews across all platforms and count. Read the responses to the negative ones carefully against the confidentiality criterion: replies that say "we treated you on the fourteenth and you were pleased at the time" disclose a patient relationship and clinical detail in public.
For criterion eleven, ask for one documented change that traces to review content. If none exists, score 0 regardless of how well reviews are answered.
Common scoring errors
Scoring solicitation as unconditional because there is no written exclusion. Ask reception who they skip. There is usually an answer.
Treating a templated thank-you as a response. Twenty identical replies score 0 on response quality, because they demonstrate a process that does not read the review.
Confirming a patient relationship in a public reply. This is the most common serious error in the sector. A reply should be capable of being read by someone who does not know whether the reviewer was ever a patient.
Answering a negative review publicly and doing nothing internally. Criterion nine asks what was investigated and found, not what was posted.
Quoting reviews as evidence that a treatment works. Testimonial and evidence are different categories, and the claim substantiation checklist treats them separately.
Responding to a review you believe is unfair
The situation clinics find hardest is a public review they consider inaccurate, sometimes from a person they cannot identify as a patient. Three principles hold.
Do not litigate in public. A reply that disputes the reviewer's account reads as defensive to every future reader regardless of who is right, and it frequently discloses that the person was a patient. A short reply that states the clinic takes the concern seriously and gives a route to discuss it privately serves you better and satisfies the criteria here.
Investigate internally and record the finding. Even where the review turns out to be inaccurate, the investigation frequently identifies a real communication failure that produced the perception.
Use the platform's process where a review breaches its rules, and accept that this often fails. Reviews you disagree with are part of operating publicly, and a record with no negative entries reads as curated to most readers.
Where a review reveals a genuine complaint, it should enter the complaints process rather than staying on the platform. The complaint handling maturity assessment covers what that process should contain, and the review solicitation compliance checklist covers the rules around how reviews are gathered in the first place.