ak-threads-booster

Threads topic discovery analyzes your post history and audience signals to surface valuable content angles. It blends past posts with external freshness to guide topic selection and reduce guesswork.

Yes, Threads drafting converts surfaced topics into posts aligned with your brand voice. The system applies freshness gates and fact-checking during drafting to maintain consistency and accuracy.

Performance prediction forecasts Threads post outcomes by analyzing your historical data through a decision layer. This analysis informs tracker updates and helps forecast engagement before publishing.

You need the requests dependency installed to run this Threads analysis workflow. The local panel dashboard and safe update path support offline work, requiring only your imported post history.

Setting up a Threads content tracker starts by running setup to import history and bootstrap the tracker. You then use topics to surface angles and draft to convert them into your voice.