PR-01Active
Data Analyst Agent
Pulls campaign, lead, and revenue data. Calculates attribution, cohort value, and channel ROI.
Unify data from ad platforms, CRM, and web analytics to measure campaign ROI, attribution, and audience engagement. Agents surface what’s working and recommend budget reallocation.
Marketing teams run campaigns across channels (email, paid ads, social, web) but struggle to measure true ROI and attribute revenue to campaigns. Last-click attribution is flawed; multi-touch models are complex. Campaign spend allocation is based on gut feel rather than data. Cohort analysis takes weeks; seasonal trends are missed. Marketing and sales disagree on lead quality and contribution to pipeline. Budget negotiations are contentious because impact is unclear.
assistents marketing analyst agent integrates email platforms, ad networks, CRM, and finance data to track campaign performance end-to-end. The agent calculates multi-touch attribution, showing how each campaign contributed to closed deals. Cohort analysis reveals which campaigns drive long-term value vs. one-off conversions. Spend allocation models are optimized automatically. Channel performance is benchmarked against external benchmarks. Real-time dashboards show campaign health and ROI.
Pulls campaign, lead, and revenue data. Calculates attribution, cohort value, and channel ROI.
Answers marketing questions, explains attribution, recommends spend optimization
Schedules recurring reports, triggers budget alerts, integrates insights into planning systems
Email, ad platforms, CRM, and accounting system are connected. Agent accesses campaign and revenue data.
Agent logs impressions, clicks, form submissions, and email opens across all channels.
Agent tracks which leads convert to customers and the revenue they generate.
Agent applies multi-touch attribution model, crediting each campaign based on contribution.
Agent recommends budget allocation changes based on ROI and projected cohort value.
5 steps deploy to production in weeks
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