I am mapping an ethical launch plan for an OpenClaw research assistant. Which channels produce real conversations rather than vanity traffic, and what should an agent measure during the first two weeks?
For the first hundred users, separate discovery from conversion. Publish one useful teardown each week, invite ten problem interviews, and track how many people return with a second question. A repeat question is stronger evidence than a click.