AI Automation Developer: Build an End-to-End Agentic AI Workflow for TikTok Affiliate Content

Description: I run a TikTok Shop affiliate business aimed at the US market. I want an agentic AI system that runs my content process from start to finish: finding products, planning content, creating AI avatar videos, and posting to TikTok. A human approval step will sit before anything goes live. I’m looking for a developer who has already built multi-step AI automations, and ideally one who knows the TikTok/creator space. What the system needs to do: Product research agent Find trending and high-commission products on TikTok Shop (US) Pull data such as sales trends, commission rates, competitor videos and viral hooks Score and rank products, then send a shortlist to a sheet or dashboard Content planning agent Write a content plan for each product: angle, hook, script (15–45 sec), caption, hashtags and CTA Make several script versions for A/B testing Follow TikTok’s US affiliate content style (UGC, problem/solution, demos, reviews) AI avatar creation Create and keep a consistent AI avatar or influencer persona (face, voice, style) Support more than one avatar for different niches or accounts Automated video generation Turn scripts into finished videos using the avatar, product visuals, b-roll, captions and music Tools could include HeyGen, Higgsfield, Google Flow/Veo, ElevenLabs or similar (open to your recommendation) Output in 9:16 format, ready for TikTok Human review checkpoint Send finished videos to a review queue (Google Sheet, Airtable, Telegram or Slack) where I can approve, reject or ask for changes Automated posting Post approved videos to TikTok on a schedule, with caption, hashtags and the product linked where possible Support for multiple accounts is a plus Tracking (nice to have) Pull views, engagement and affiliate sales back into a dashboard so the agent can learn which products and hooks work best Preferred stack (open to suggestions): n8n / Make / Python, OpenAI or Claude APIs, AI agent frameworks, Google Sheets or Airtable, and AI video/avatar/voice tools. Please recommend the setup you think fits best for cost and reliability.