Showcase UI — This flow is a scripted product preview. For live Workers AI (streaming content, social, Q&A, code), use the Swarm agent demos (e.g. Content Agent, Social Agent).
Content Variety Engine
One topic, many structurally different posts — with a novelty gate that blocks near-duplicates so accounts never look like bots.
Topic
"Why most marketing content fails to get engagement"
The engine rolls a fresh structure + tone + length for every post, then runs a novelty gate that rejects anything too similar to the last ~200 posts. Same topic, never the same post.
Ever shipped a feature nobody used? We did — three times. Here's the one question we now ask before writing a line of code.
73% of B2B content never gets a single share. The fix isn't more content — it's structuring each post around one concrete takeaway.