For growth, demand gen, and brand teams · 12 tasks
AI tasks for marketing teams.
Stop building the same dashboards. Start the week with a brief that already explains what the numbers mean.
Every task below connects to the tools the team already uses and hands back a finished artifact, with a human in the loop on anything that leaves the building.
Where Doe joins the team.
Marketing leaders inherit the most fragmented data stack in the company. Traffic lives in GA4, conversions in HubSpot, ads in Meta and Google, social in a separate tool, SEO in Search Console and Semrush, and email in a fourth platform that doesn't talk to any of the others. The Monday meeting is an hour of pulling tabs to answer one question: what changed and why.
Doe runs the cross-channel investigation a marketer would run by hand. When traffic dips, it queries GA4, GSC, the CDN, and the changelog, and writes back the most likely cause with citations. It builds attribution tables that reconcile paid spend with HubSpot pipeline. It audits sites for SEO regressions and produces a prioritized punch list of fixes the team can ship.
The hub covers four kinds of work. Performance investigation (traffic drops, anomalies, root cause) replaces the all-hands fire drill with a one-page brief. Attribution and analysis (CAC, content performance, attribution) replaces the spreadsheet. Discovery (SEO audits, competitor intel, social listening) finds opportunities the team would not have surfaced manually. And health monitoring (newsletter, email, transactional watchdogs) catches the silent failures before the customer notices.
Each deliverable lands in Slack, Notion, or a Google Doc — wherever the team is making decisions. Doe is a data analyst that does the cross-tool legwork, not a dashboard tool that asks the marketer to do it.
The shape of the work.
- 01Performance investigationTraffic drop diagnosis, anomaly investigation, root cause.
- 02Attribution & analysisCAC by channel, content performance, ecommerce attribution.
- 03Discovery & monitoringSEO audits, social listening, competitor ad intel, email health.