Scrape competitor ads and generate AI remix variants automatically

flowchart TD trig(("search keyword submitted")):::human s0["scrape matching competitor ads"]:::task s1[["generate remix variants per ad"]]:::mi s2["save results"]:::task trig --> s0 s0 -->|"one per one per scraped ad"| s1 s1 --> s2 gx{"+ where to save results"}:::gate s2 --> gx p00["upload variant images"]:::task gx -->|"save variants to drive"| p00 p10["record source ad details"]:::task gx -->|"log ad details to sheets"| p10 p00 --> out p10 --> out out[/"folder of remixed ad variants"/]:::out pay{{"fresh creative without manual research"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff