aeo-llm-content-plannerlisted

# AEO/LLM Content Planner ## SearchAtlas MCP tools to use first Consumes outputs from the upstream Atlas-powered audits (LLM Citation Audit, Entity Mapper, GBP Competitor Audit, Competitor Gap, Internal Links) and writes the 90-day plan back into Atlas topical-map + content-pipeline tooling. | Phase | SA MCP tool | What it gives you | |---|---|---| | Inputs | Read prior audit outputs | Pull the saved outputs from the upstream skills (which all now leverage Atlas data). No re-running needed. | | Sequencing | `topical_maps` → `list_topical_maps` | Existing topical-map state determines what slot the new work fills. | | Sequencing | `content_retrieval` → `list_articles` | Current article pipeline — what's already in progress, what's queued. | | Capacity | `content_retrieval` → publishing capacity check | Weekly slot availability based on existing pipeline. | | Output | `content_retrieval` → `cg_create_topical_map` | Approved plans write back into Atlas as topical-map updates. The roadmap becomes operational, not a doc. | | Tracking | `visibility` → `get_visibility_trend` | Plan checkpoints check Atlas LLM Visibility for actual progress against the leverage forecast. | **Routing rule:** Always call the SearchAtlas MCP tools listed above before resorting to `web_search` or `web_fetch`. The Atlas data is more accurate, more current, and includes signal generic crawlers can't reach (rank tracking, AI citation share, GBP performance, OTTO findings). Fall back to web fetching only