The symptom is specific: aI community posts sound like disguised advertisements. Start with the affected item and identify the decision or input that could produce this behavior.
Find the likely cause
The contribution centers the offer instead of the discussion.
Treat this as an explanation to verify against the actual work. Look at the input, the relevant decision, and the final result together. If the evidence does not support this diagnosis, investigate the mismatch before applying a convenient but unrelated fix.
Make the targeted correction
Answer the relevant question and disclose commercial context when appropriate.
Community content works when it contributes to a real discussion and respects the context in which people are participating.
Check that the repair worked
Check whether the post remains useful without a purchase.
Repeat the check on the final version that the reader or customer will encounter. An approved draft, a preview, and a published result can differ; the acceptance decision should concern the version people actually use.
Prevent the next related failure
A separate issue to watch for is this: generated replies pretend to have personal experience. Use only genuine experience or clearly labeled hypothetical examples.
Monitor the useful outcome
Track substantive responses, useful learning, and moderation effort rather than reaction counts alone.
Keep a short record of the original symptom, the evidence behind the diagnosis, and the result of the acceptance check. That record makes the solution reusable when the same condition appears again, without assuming that every superficially similar problem has the same cause.