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---
name: ads-analysis
description: Use when analyzing the bundled mock advertising account, identifying campaign anomalies, or recommending budget and creative actions from mock ad metrics.
---
# Ads Analysis
Call `mock_ads_metrics` before calculating, comparing, or explaining any account or campaign metric.
Treat every returned value as fixture data. Never describe it as live, connected, or sourced from a real advertising platform. State the available date range when presenting results.
Base all numeric claims on the tool response. Images may provide supporting creative context, but never use an image to invent or override spend, impressions, clicks, conversions, or revenue.
Analyze the account in this order:
1. Summarize spend, impressions, clicks, conversions, and revenue.
2. Compare campaigns using derived efficiency metrics such as CTR, CPC, CPA, CVR, and ROAS when their denominators are non-zero.
3. Flag meaningful outliers and explain the evidence for each flag.
4. Recommend concrete budget, targeting, or creative actions, separating evidence from inference.
If the requested range is unavailable, explain the limitation instead of extrapolating beyond the fixture.