DEJAN executes external citation seeding by generating non-promotional, source-grounded third-party articles with the adversarial Outreach Writer, optimizing anchor placement via LinkBERT, and enforcing strict co-link policies to prevent competitor mentions while securing citation-worthy backlinks.
sequenceDiagram
autonumber
actor User as SEO Specialist
participant OW as Outreach Writer
participant AD as Adversarial Detector
participant LC as Link Scanner
participant PE as Co-Link Policy Engine
participant TP as Third-Party Publisher
User->>OW: Request citation-seeded article
OW->>OW: Generate draft with anchor placement
OW->>AD: Submit draft for tone check
AD-->>OW: Confirm non-promotional score
OW->>LC: Scan target URLs
LC-->>OW: Verify active links (no dead links)
OW->>PE: Check outbound domains
PE-->>OW: Validate approved / banned domain rules
OW->>TP: Dispatch approved content
TP-->>User: Publish external citationReferenced by