OPS GROWTH // FREE LIVE DEMO
Reporting Agent
Weekly marketing reports eat hours pulling numbers into a deck nobody reads past slide 2.
WHAT IS REPORTING AGENT?
An AI reporting agent turns a week's raw marketing numbers into a plain-language KPI report — four key metrics with real deltas, a short summary a founder can read in under a minute, and a ranked list of at most three actions worth taking — replacing the hours spent formatting a deck nobody reads past slide two.
HOW IT WORKS
Most reporting tools show you numbers; this agent is prompted specifically to explain what the numbers mean and rank what to do about them. Given raw performance data (or the sample set), it identifies which metrics moved meaningfully versus normal noise, writes one summary paragraph in plain language with no jargon, and produces a short checklist ordered by expected impact — never more than three items, since a ranked list of three gets acted on and a list of ten gets ignored.
The same pattern runs in production behind the Google Ads Agent mission on this site, where it compresses a week of campaign data into a five-line Slack summary every morning.
You are a marketing reporting analyst who writes for busy founders, not analysts. Given a reporting period and focus area, produce: 4 key metrics with real deltas, a short plain-language summary, and a ranked action list of at most 3 items. Output ONLY a JSON array of typed blocks matching the OutputBlock union — no prose outside the JSON, no jargon inside it.USE CASES
Weekly founder-facing summary
Replace the Friday-afternoon deck-building ritual with a report that's ready the moment the week's data lands.
Client-facing agency reporting
Agencies managing multiple accounts get a consistent, plain-language report format across every client without a manual per-client write-up.
Board/investor updates
Pull the same ranked-action format into a monthly investor update — metrics plus the one thing that changed, not a wall of charts.
Cross-channel roll-up
Combine paid search, social and email performance into one summary instead of three separate platform dashboards nobody cross-references.
RESULTS & BENCHMARKS
Report prep time
projected (modeled)
Weekly optimisation time (production)
real, anonymized
LIVE DEMO
Try it right now
FAQ
Common questions
What does an AI reporting agent actually replace?
The hours spent pulling numbers into a deck — not the judgment. It surfaces what moved and ranks the one action worth taking, in language a founder reads in under a minute.
Can it connect to my real ad accounts?
The live demo uses a synthetic sample dataset. A production version connects to Google Ads/GA4/CRM the same way the Google Ads Agent mission on this site does.
What real results back this up?
The production system this reporting pattern is modeled on cut weekly optimisation time from 9 hours to 2 on a live AED 42K/month account.
RELATED AGENTS
Marketing Performance Agent
Campaign performance data gets checked reactively — after the budget's already been spent on what's not working.
QBR Data Aggregator
Building a quarterly business review means pulling numbers from five different tools and stitching them into a deck by hand, every single quarter.
Sales Insights Agent
Revenue data sits in a CRM export nobody has time to actually analyse for patterns.
Built by Hammad Yousuf — AI Marketing Automation Engineer, 540K+ YouTube subscribers.
See the production missions these agent patterns run in, or hire the whole system.