template_ARCHITECTURE

Marketing Dashboard Template (CAC, ROAS, LTV SQL)

Track true marketing ROI by connecting ad spend directly to real CRM revenue. Includes ready-to-use SQL templates for Blended CAC, True ROAS, and multi-touch attribution.

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// EXECUTION_PIPELINE

Implementation Pipeline

Our engine handles the complexity of data movement while you focus on high-level decision logic.

PHASE_1 // Connect Spend & Revenue

Securely link your ad-spend warehouses alongside your transactional CRM or billing datasets.

PHASE_2 // The Semantic Bridge

Arcli automatically maps front-end UTM parameters with back-end customer IDs.

PHASE_3 // Run & Reallocate

Execute plain-English queries to evaluate true ROAS instantly.

// STRATEGIC_SCENARIO

Deep Data Retrieval

How Arcli grounds AI in your exact schema to generate highly-optimized, dialect-specific execution logic.

Data Insight

[object Object],[object Object]

THE EXECUTIVE FILTER (ROI)

[object Object],[object Object]

  • Fully optimized for SQL constraints.
  • Bypasses semantic layer hallucinations via strict schema grounding.
SQL_COMPILE
-- Query logic omitted