Campaign Performance Reportv1.0.0

An e-commerce manager uses the agent to consolidate Meta, Google, email, and organic data into a unified weekly report. They paste numbers from each platform, get anomalies flagged (e.g., CTR drop >20% suggesting creative fatigue), and receive a 3-bullet executive summary highlighting wins, misses, and actions. This saves hours of manual data assembly.

A digital marketing agency handles multiple clients and uses the agent to generate weekly performance reports for each. For a client, they run 'report weekly' after inputting data from Meta Ads, Google Ads, and email. The agent normalizes metrics, compares week-over-week, and outputs a channel scorecard with budget pacing checks, enabling the agency to quickly identify underperforming channels and reallocate spend.

A SaaS marketing manager uses the agent to monitor monthly budget pacing. They run 'report compare weeks' to compare current week vs. prior, and the agent flags if spend is over 110% of expected pacing. The anomaly detection spots a CPM spike >30% on Meta, suggesting auction pressure, and recommends creative refresh. The agent's executive summary helps present to CMO.

A small business owner with limited analytics tools uses the agent to combine data from Google Ads, Facebook, and email campaigns. They verbally describe numbers (e.g., 'Google spend $1,200, 50 conversions, ROAS 3.5') and the agent normalizes and compares cross-channel ROAS. The agent identifies that email has highest CVR but low volume, and suggests increasing email frequency, while flagging Google Ads CPA increase.

A non-profit marketing director uses the agent to evaluate fundraising campaign performance across Meta, Google Grants, and email. By providing partial data, the agent flags missing channels and focuses on ROAS for paid channels while estimating cost for organic. The 3-bullet summary highlights a win (high email conversion), miss (Meta ROAS below 1.0), and action (reallocate budget from Meta to email).

A D2C brand selling physical products online uses multi-channel paid media and email. The agent helps track ROAS across channels, identify creative fatigue via CTR drops, and optimize spend allocation. This model typically sees weekly budgets from $5k to $100k across platforms.

A lead gen business relies on Google Ads and Meta to generate leads for sales teams. The agent normalizes CPA across channels, flags underperforming campaigns, and provides budget pacing to ensure lead volume targets are met. Typical spend ranges from $10k to $200k per month.

A subscription-based company uses paid channels to acquire trial users and email to nurture. The agent compares blended ROAS, tracks week-over-week conversion rate changes, and flags anomaly spikes in CPA. Budgets are often $20k-$500k monthly with focus on LTV:CAC ratios.