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Shop AI & Growth Office
A local AI for our shop's Facebook page: it collects every post, comment, chat and ad result, finds the best ad audiences, and drafts replies from the shop's own knowledge.
3,700+Messenger messages analysed
98posts and 15 ads collected
6 amdaily automatic data pull
Small shops can't afford a marketing team. This is an AI "growth office" that does the analysis and drafting, while the owner approves anything that gets posted.
Inside Shop AI & Growth Office
What it does
- Pulls posts, comments, Messenger chats, page insights and ads with age / gender / placement breakdowns into SQLite every morning.
- Learns the shop's real prices and answers from past owner replies; drafts replies with retrieval (RAG).
- Scores ad personas and suggests who to target next.
- Content planning, AI images, reels and captions; a native macOS version with work orders, QA checks and exact owner approval before posting.
Stack
PythonSQLiteFacebook Graph APIRAG (bge-m3)Qwen3 local LLMmacOS app: AppKit / WebKit