Revscale Site Content Agent: Scheduled Multi-Agent Content Pipeline → Auto-Publishing to Webflow

Problem:

Revscale needed a fully automated system to continuously produce and publish SEO-optimized content to their live website, manually researching topics, writing through multiple review stages, and publishing to Webflow was too slow to maintain the content velocity required for organic growth.

Solution:

Built a dual-trigger n8n workflow (schedule + form submission) that sets topics and keywords, loops over brand configurations, and runs each topic through a two-path multi-agent content pipeline, both paths use Perplexity API for live research feeding into a writeUserMsg model, then route through a Series of Content Agents: RVSCL Content A (Tools Agent, FT RVSCL Deepseek), RVSCL Content B (Conversational Agent, FT RVSCL OpenAI), and RVSCL OP Agent (Tools Agent, FT RVSCL Claude) for final optimization, the finished content is published directly to Webflow as a new CMS item

Result:

Delivered a fully autonomous content-to-publication pipeline for Revscale's live site, topics are researched, written through three specialized AI agents, optimized, and published to Webflow automatically on schedule, maintaining continuous content output with no manual steps between keyword input and live page.