Review a marketing report with AI
Convert supplied campaign data into a source-linked summary, open questions and proposed checks rather than unsupported conclusions.
These are illustrative workflows, not live demos or verified customer results. Sample outputs are invented examples, not measured outcomes. Tool access depends on your setup and permissions; review every draft before acting.
Prerequisites and access
Provide a redacted report or table with date range, metric definitions, currency and attribution model. Only use data you are authorized to share; no analytics account connection is assumed.
Workflow
- Supply the report, definitions and comparison period.
- Request observations tied to rows and flag incomplete data.
- Verify calculations and attribution before deciding on budget changes.
Sample prompt
Summarize this marketing table using only supplied data. Cite the row for each observation, show formulas for calculations and flag missing comparison periods. Separate observations from hypotheses. Do not change campaigns or budgets.
Illustrative output — not a live result
Illustrative structure: Observation — [metric and source row]. Check — [formula and units]. Limitation — comparison period missing. Next step — request comparable data before recommending a budget change. No campaign has been changed.
Human review
Check source references, sensitive details and policy compliance. A person decides what to send or change; the draft is not an approval.
Frequently asked questions
- Does this prove what caused a campaign result?
- No. A summary can highlight patterns in the supplied data, but causal claims require appropriate evidence. Check tracking, attribution and comparable periods before drawing conclusions.
- Will Upchat take action automatically?
- These prompts ask only for analysis and drafts. Check facts, recipients and permissions yourself, and explicitly approve any later send, update or other external action.