PLAN T NELSON

flowchart TB subgraph INPUT["🌐 INPUT LAYER"] YT[YouTube] IG[Instagram] TT[TikTok] FB[Facebook] end subgraph SEARCH["🔍 SEARCH and AGGREGATION"] API[Platform APIs] FILTER[Location Filter] QUERY[Review Query Engine] end subgraph AI["🤖 AI PROCESSING"] TRANS[Auto Transcript Reader] EXTRACT[Business Info Extraction] ADDR["Address, Website, Contact"] end subgraph CURATE["📋 CURATION"] PICK[Pick Favorites] PROFILE[Digital Profile Builder] end subgraph OUTPUT["📤 OUTPUT"] PAGE[Custom Public Page] MAP[Google Maps Zoom Embed] ADMIN["/admin Dashboard"] end YT --> API IG --> API TT --> API FB --> API API --> FILTER FILTER --> QUERY QUERY --> TRANS TRANS --> EXTRACT EXTRACT --> ADDR ADDR --> PICK PICK --> PROFILE PROFILE --> PAGE PROFILE --> MAP PROFILE --> ADMIN PAGE --> MAP

flowchart LR subgraph EXTERNAL["External Sources"] direction TB S1[YouTube] S2[Instagram] S3[TikTok] S4[Facebook] end subgraph CORE["Core Engine"] direction TB A[Search API] B[Location Filter] C[Transcript Parser] D[Business Extractor] end subgraph STORAGE["Data Layer"] direction TB DB[(Database)] CACHE[(Cache)] end subgraph DELIVERY["Delivery"] direction TB E[Profile Pages] F[Admin Panel] G[Maps Embed] end EXTERNAL --> CORE CORE --> STORAGE STORAGE --> DELIVERY

flowchart TD START([Start]) --> SEARCH[Search Platforms] SEARCH --> FILTER[Filter by Location] FILTER --> COLLECT[Collect All Reviews] COLLECT --> TRANSCRIBE[Auto Transcript Reader] TRANSCRIBE --> EXTRACT[Extract Business Info] EXTRACT --> REVIEW[Review Results] REVIEW --> PICK{Pick Businesses} PICK -->|Yes| BUILD[Build Digital Profile] PICK -->|No| SEARCH BUILD --> PUBLISH[Publish Custom Page] PUBLISH --> MAP[Google Maps Zoom Load] MAP --> ADMIN[Client Edits via /admin] ADMIN --> DONE([Live Profile])

flowchart TB subgraph FRONTEND["Frontend"] REACT["React / Next.js"] TAILWIND[Tailwind CSS] MAPS[Google Maps API] end subgraph BACKEND["Backend"] NODE[Node.js API] QUEUE[Job Queue] WORKER[Background Workers] end subgraph SERVICES["External Services"] YT_API[YouTube API] IG_API[Instagram Graph] TT_API[TikTok API] FB_API[Facebook Graph] SPEECH[Speech-to-Text] LLM[LLM Extraction] end subgraph INFRA["Infrastructure"] DB[(PostgreSQL)] REDIS[(Redis)] S3[(Storage)] end FRONTEND --> BACKEND BACKEND --> SERVICES BACKEND --> INFRA

flowchart TB subgraph ADMIN["Admin Dashboard /admin"] LOGIN[Login] DASH[Dashboard] EDIT[Edit Profile] REVIEWS[Manage Reviews] MAP[Update Map] end subgraph PUBLIC["Public Profile"] PAGE[Custom Page] SLUG["/business-slug"] POSITIVE[Positive Reviews] EMBED[Google Maps Zoom] end LOGIN --> DASH DASH --> EDIT DASH --> REVIEWS DASH --> MAP EDIT --> PAGE REVIEWS --> POSITIVE MAP --> EMBED PAGE --> SLUG SLUG --> POSITIVE SLUG --> EMBED