AssistantTopic pipelines stall
SEO briefs, source research, approvals, CMS drafts, and analytics live in separate tools with no operating memory.
Use Case
AgentLed turns SEO planning, knowledge reuse, editorial review, publishing, and analytics feedback into one MCP workspace for compounding organic growth.
5 pipeline evidence
ICP questions
31
31
clusteredSERP gaps
22
22
brief-readyProduct proof
18
18
attached
Internal links
47
47
mappedDecay alerts
9
9
refresh queuedSEO briefs, source research, approvals, CMS drafts, and analytics live in separate tools with no operating memory.
Writers repeat research because product facts, ICP language, internal links, and past ranking lessons are not reusable.
Teams ship articles without a closed loop from rankings, conversions, decay, and refresh opportunities back into the next brief.
Agents map ICP questions, SERP gaps, competitors, and product priorities into a prioritized SEO queue with owners, status, and evidence.
AgentLed MCP pulls positioning, customer proof, product facts, internal links, and prior article performance into reusable content briefs.
Codex and OpenClaw produce structured drafts with intent fit, citations, metadata, internal-link plans, and refresh notes for existing pages.
Editors approve claims, source quality, brand voice, canonical links, and publishing readiness before the article moves to the CMS.
Hermes coordinates WordPress publishing, task updates, and stakeholder notifications so the SEO pipeline stays visible after launch.
Rankings, traffic, conversions, and decay signals update the knowledge base and create the next refresh, expansion, or consolidation task.
Codex
OpenClaw
Hermes
Web Scraper
Google Analytics