§ V — PROOFPLATE 05 / X
◦ CITATION ENGINEERING · FRAMEWORK

Proof.
Engineered.

Every Wiele engagement produces a Citation Ledger — a per-mandate record of which AI engines cite the client, on which queries, in which positions. Specimens are archived per the Codex protocol. Active mandates retain confidentiality; resolved mandates ship case studies on petition.

Discipline
GEO · AEO · Citation Engineering
Cadence
Quarterly anonymised cuts · Codex protocol
Edition
I · MMXXVI
Petition
seo@wielegroup.com
05 · PROOF
PLATE 05 / X
The Codices — three classical stelae bearing diagrams and inscriptions; contemplative draped figure facing them
plate iii · the codices FIG. III / X · MMXXVI

Proof.
Engineered.

Every Wiele engagement produces a Citation Ledger — a per-mandate record of which AI engines cite the client, on which queries, in which positions. Specimens are archived per the Codex protocol. Active mandates retain confidentiality; resolved mandates ship case studies on petition.

The Citation Engineering framework operates in five layers: Query Intelligence (mapping the buyer-decision queries that matter), Entity Engineering (strengthening the entity signals AI engines weight), Answer Asset Creation (engineering the extractable blocks LLMs prefer), External Trust (third-party citation networks), and Conversion Architecture (routing AI-driven visibility into qualified inquiry).

Each layer is measured. Each measurement is archived. The Codex publishes anonymised quarterly cuts; named case studies ship to founder-petition only.

§ ON CITATION

Cited.
Recommended.
Remembered.

The Codex publishes anonymised quarterly cuts. Named case studies ship to founder-petition only.