| Evidence | What it can establish | What it does not establish alone |
|---|---|---|
| Editorial review | What the writer checked and how a recommendation followed from those criteria | That every customer has the same experience or every product was assessed |
| Customer account | An individual’s described experience, with varying detail and verification | A representative claim-payment rate or a decision about your own records |
| Regulatory company information | Reported complaint, licensing or financial information within a defined scope | That every brand or pet policy in a group shares the same results |
Use each for the job it can do. A product review should cite the actual benefit it compares. A customer review can flag practical friction. Regulator tools can help verify the legal insurer and research reported problems. Combining these into an unexplained star average hides rather than resolves their differences.
The NAIC’s consumer resources provide routes for researching insurance companies. Match the company on your policy, not merely the sales brand. If the available complaint category includes other lines of insurance, disclose that limitation instead of labeling the result a pet-only performance score.