Automate web research and get ranked AI insights

flowchart TD trig(("user submits research question")):::human s0["scrape matching web pages"]:::svc s1[["check each article's quality"]]:::mi s2["rank top three insights"]:::task trig --> s0 s0 -->|"one per each scraped article"| s1 gx{"× does the article pass quality check"}:::gate s1 --> gx p00["summarize and extract claims"]:::task gx -->|"qualifying article"| p00 p10["discard article"]:::task gx -->|"low quality article"| p10 jn{"+ all summaries ready"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"ranked list of top insights"/]:::out pay{{"hours of manual research saved"}}:::pay s2 --> out 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