What to provide
Public account or post links, platform, date window, and objective such as qualified engagement or website visits.
What you receive
A sampled post table with original URLs, transparent comparison metrics, patterns supported by examples, and three next experiments.
How the workflow works
Resolve account links through the catalog's supported lookup; confirm the account and requested period before collecting posts. Collect a bounded sample, initially up to 20 posts or one returned page. Retain post URL, publish time, format, topic, and available public counters. Compare similar formats and similar time since publication. Use the account's median within that group as a baseline only when enough comparable posts exist.
Data and limits
TikHub social data tools through Toolmu. Unavailable private analytics remain unknown. A popular post is not proof of sales impact or a reusable viral formula.
Try this request
Review recent posts from [account link] and suggest [three] experiments for [business goal].

