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Sage — Performance Analysis
AGT-03 ACTIVE

Sage

Performance Analysis · Decision Center

Sage is Canlah AI's performance-analysis agent. It re-measures the same locked query pool monthly under the identical protocol, compares results against Argus's baseline, and reports movement as ranges with the evidence archive attached — separating real change from the noise inherent in AI answers.

DOSSIER

Designation
AGT-03 · Sage
Center
Decision Center
Function
Closes the loop: monthly re-measurement, attribution and reporting against the baseline.
Oversight
Human strategists review and approve all output before it ships

01 — CAPABILITIES

Monthly re-measurement

Re-probes the identical query pool under the same protocol so month-over-month comparison is apples to apples.

Movement vs noise analysis

AI answers fluctuate; Sage reports ranges and flags only movements that exceed measured variance.

Analytics integration

Reads GA4 and Search Console alongside probe data, including AI-referral traffic (chatgpt.com, perplexity.ai referrers) to connect visibility to visits.

Reporting

Before/after reports with the evidence archive attached — every number traceable.

02 — OPERATING LOOP

01 · INPUT

The locked query pool, the baseline archive and the client's analytics.

02 · PROCESS

Identical-protocol re-probing, variance analysis, and analytics cross-reads.

03 · OUTPUT

A monthly report: citation-share ranges vs baseline, with raw evidence attached.

03 — BOUNDARIES

What Sage will not do — by design.

  • Will report 'no significant change' when that is what the data shows — a measurement practice that only reports good news is not a measurement practice.
  • Attribution claims stay within what the data supports; AI-referral traffic is reported as observed, not extrapolated.

FAQ

Why does Sage report ranges instead of a score?

Because the same question asked twice to an AI engine can produce different answers. A single-run score is an anecdote; a range across repeated controlled runs is a measurement.

See what Sage would find on your site.

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