Senior AI Agent Architect – Build a Fully Autonomous AI Marketing Agency Platform

# Senior AI Agent Architect – Build a Fully Autonomous AI Marketing Agency Platform We are seeking an experienced AI Automation Architect to build a **100% autonomous, scalable, multi-client AI marketing agency**. This is **not** a chatbot project. We are building a synchronized team of AI agents that work together exactly like a high-performing marketing agency. The system must be modular, continuously improve over time, and be capable of duplicating the complete workflow for every new client with minimal manual intervention. ## Project Objective Design a complete AI agency capable of managing an entire client marketing campaign from onboarding through ongoing optimization. The platform must be built using Claude, ChatGPT, MCPs, APIs, vector databases/RAG, workflow automation, and agent orchestration. Each client must have an isolated knowledge base while leveraging shared agency intelligence and best practices. --- ## Required AI Agent Team ### 1. Client Onboarding Agent * Collect business information * Gather goals, competitors, services, locations * Build client profile * Initialize project ### 2. Knowledge Base Agent * Crawl website * Import documentation * Connect CRM * Import previous marketing assets * Build vector database/RAG * Continuously update knowledge ### 3. Market Research Agent * Analyze competitors * Industry research * GEO opportunities * SEO opportunities * Audience research * Market trends ### 4. GEO Strategy Agent * Optimize for AI search engines * Entity optimization * Knowledge Graph development * AI citation optimization * LLM visibility strategy ### 5. SEO Strategy Agent * Technical SEO * On-page SEO * Internal linking * Keyword clustering * Topical authority * Schema generation * Content gaps ### 6. Content Strategy Agent * Editorial calendar * Content planning * Topic prioritization * Search intent mapping ### 7. Content Creation Agent * Blog writing * Landing pages * FAQs * Service pages * Metadata * AI-search optimized content ### 8. Social Media Agent * Multi-platform posting * Content repurposing * Scheduling * Engagement recommendations * Trend monitoring ### 9. Graphic & Creative Agent * Images * Infographics * Social graphics * Ad creatives * Video prompts ### 10. Paid Advertising Agent * Google Ads * Meta Ads * LinkedIn Ads * Campaign creation * Budget optimization * Audience building ### 11. Analytics Agent * GA4 * Search Console * GEO tracking * SEO reporting * Ranking analysis * ROI measurement ### 12. Optimization Agent * Review campaign performance * Recommend improvements * Generate implementation tasks * Continuous testing and refinement ### 13. QA & Compliance Agent * Verify factual accuracy * Brand compliance * SEO quality * GEO quality * Grammar * Duplicate content checks ### 14. Project Manager Agent * Coordinate all agents * Assign tasks * Monitor workflows * Resolve dependencies * Track project completion ### 15. Desktop & Mobile Client/Agency Portal Multi-tenant desktop and mobile application for both agency and client access Client dashboard for approvals, content review, task status, and campaign visibility Agency dashboard for managing all clients, AI agents, workflows, and performance metrics Role-based permissions with secure access for agency staff, clients, and administrators Real-time notifications, messaging, approvals, and task assignments Centralized reporting, analytics, document management, and AI-generated recommendations Designed as a fully scalable interface that automatically provisions a new client portal when duplicating the AI agency workflo --- ## Workflow Client Onboarding → Knowledge Base Creation → Research → Strategy → Content Planning → Content Production → QA → Publishing → GEO/SEO Optimization → Social Distribution → Paid Advertising → Analytics → Continuous Optimization → Knowledge Base Update Every completed task should automatically improve the client's knowledge base and agency-wide best practices where appropriate. --- ## Technical Requirements * Claude + ChatGPT integration * MCP architecture * Agent orchestration * RAG/Vector Database * Memory management * API integrations * CRM integration * Website CMS integration * Google Search Console * Google Analytics * Google Business Profile * Social media APIs * Workflow automation (n8n, LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, or similar) * Modular architecture * Fully documented * Easily duplicated for unlimited clients --- ## Deliverables * Complete AI agent architecture * Agent prompts and system instructions * Workflow diagrams * Memory architecture * Knowledge base design * API integrations * Deployment documentation * SOP documentation * Duplicate-client deployment process * Testing and optimization plan Please include examples of similar AI agent systems you have built, the frameworks you recommend, and why your architecture will be scalable, maintainable, and capable of managing multiple clients simultaneously.