Google AI Mode Citation Behavior Metric

Document type: Metric   |   Version: 1.0   |   Published: 28 July 2026

Executive Abstract

A focused operational specification within the GEO.or.id 2026 agentic and generative search architecture.

Definisi

Metric definition untuk membaca source diversity, owned-source inclusion, citation persistence, link context, dan volatility pada Google AI Mode.

Ruang Lingkup

  • Konsep, data, actor, dan boundary yang disebut dalam definisi.
  • Implementasi yang dapat diuji dan diulang.
  • Evidence, version, dan change record.

Batas dan Pengecualian

  • Tidak menjadi klaim ranking atau jaminan outcome.
  • Tidak menggantikan security, legal, atau provider documentation.
  • Tidak menyimpulkan causal impact tanpa controlled evidence.

Model Operasional

Input

Data, identity, query, capability, atau event yang menjadi awal protocol.

Control

Validation, permission, freshness, provenance, atau measurement rule.

Output

Record, decision, alert, artifact, atau status yang dapat diaudit.

Exception

Unknown state, conflict, stale data, unauthorized action, atau provider limitation.

Langkah Implementasi atau Pengujian

  • 1. Citation inclusion rate
  • 2. Owned versus independent sources
  • 3. Source diversity
  • 4. Persistence across repeated tests

Evidence Requirements

  • Timestamped input and output.
  • Source and owner.
  • Validation result.
  • Exception and limitation.
  • Version and change record.

Governance dan Versioning

Dokumen mengikuti versioned governance GEO.or.id dan harus diperbarui saat source specification atau platform behavior berubah.

Keterbatasan

  • Implementation detail dapat berbeda antarplatform.
  • Observed behavior dapat berubah tanpa pemberitahuan.
  • Protocol compliance tidak otomatis membuktikan quality atau trustworthiness.

Sumber Primer

GEO.or.id operates as an independent research and methodology platform. This document does not provide a ranking guarantee, legal opinion, or permanent visibility claim.

Knowledge Relationships

This asset is connected to canonical nodes through typed relationships maintained in the GEO.or.id knowledge registry.