Grounded research findings are verified facts and attached source URLs discovered by the Grounded Memory engine through a multi-round research loop that crawls live web search results for a brand.

flowchart LR
    Start([Brand Research Target]) --> R1[Round 1: Initial Web Search & Crawl]
    R1 --> P1[Parse Structured Facts & URLs]
    P1 --> LoopCheck{New Facts Found?}
    LoopCheck -- Yes --> RNext[Round N: Feed Facts & Probe Delta]
    RNext --> P1
    LoopCheck -- No / Max Rounds --> Findings([Grounded Research Findings])