The Fact & Gap Checker compares fresh live-research findings against existing brand claims, automatically tagging each memory claim as confirmed, contradicted, or a newly discovered blind spot using a strict classification schema saved directly into the claims and claim_sources tables.
sequenceDiagram
autonumber
actor User as SEO Strategist
participant GM as Grounded Memory Engine
participant FGC as Fact and Gap Checker
participant DB as Postgres DB
User->>GM: Trigger Grounded Validation
GM->>GM: Multi-round Web Search
GM->>FGC: Pass Findings and Claims
FGC->>FGC: Classify Claims Confirmed Contradicted New
FGC->>DB: Update Verdicts correct incorrect gap
FGC->>DB: Link Citation Sources per Claim
DB-->>User: Visual Diff of Knowledge GapsReferenced by