Real AI Systems

Real AI systems. Real evidence. Real guardrails.

SearchAI is not a spreadsheet bot. It’s an AI‑assisted diagnostic and recovery system built on structured advertising data, repeatable detection engines, and LLM‑driven analysis—designed for safety and proof.

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The difference

AI-sounding tools vs real systems.

Many tools marketed as “AI” are:

  • - UI screenshots + generic best practices
  • - spreadsheet rules (“if clicks > X and conversions = 0 then do Y”)
  • - constant “busy work” changes to appear active
How SearchAI is built

Data fabric → detection engines → LLM reasoning.

  • Data fabric: structured data ingestion and storage.
  • Detection engines: repeatable, testable logic for leakage classification.
  • LLM-driven analysis: converts evidence into clear explanations and prioritized recommendations.
  • Guardrails: eligibility gating and approval-based execution.
What we mean by “machine learning”

Real ML, not autopilot hype.

SearchAI uses real AI systems (machine learning), including LLM‑driven analysis, to interpret account context, reconcile signals, and generate evidence‑backed recommendations.

We do not claim “fully autonomous optimization,” and we do not run accounts without permission.

What the system produces
Fidelity Score

Strategy‑to‑execution alignment indicator.

Spend Leakage Map

Relevance, structure, signals, efficiency.

Evidence Cards

What happened, where, why it matters, safe next actions.

Recovery Blueprint

Prioritized recommendations by impact × risk.

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