Data & Analytics medium to set up

Data Analysis & Dashboard Generation

Analyzes engagement data to calculate ROI and LTV trends, then generates an interactive Excel dashboard with recommendations and a...

Verified 2026-07-07

Data-AnalystMarketer

What it does

You gain clear insights into campaign ROI and customer lifetime value trends through an interactive Excel dashboard that visualizes your engagement data. The agent also provides actionable recommendations and prepares an executive summary presentation for your marketing team to streamline decision-making.

How it works

When it runs: Run manually · Manual · on demand
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: LLM, Excel

Tools that fit

LLM

LLM : Analyze data and generate insights

Services

Excel : Create interactive dashboard

Watch out for

Large datasets can exceed Excel row limits so you must aggregate data before writing to the sheet.
LLMs may hallucinate numbers if not constrained by strict input prompts so always verify calculated values against source data.
Excel formatting styles vary across operating systems so test the generated file on the target platform before distribution.
Ambiguous metric definitions can lead to inconsistent ROI calculations so standardize formulas in code rather than relying on LLM logic.

Seen in the wild

youtube: 7 Game-Changing ChatGPT Agents That 99% of People Don't Know About template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for data analysts who want the pull-and-summarize grind automated.

Marketers can point this at their own content pipeline with no changes to the pattern.

Frequently asked questions

Who is this for?

data analysts and marketers, or anyone doing data & analytics work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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