OPS GROWTH // FREE LIVE DEMO
Reporting Agent
THE PROBLEM
Weekly marketing reports eat hours pulling numbers into a deck nobody reads past slide 2.
9h → 2h
Weekly optimisation time (production)
PROVEN IN PRODUCTION
Part of the Reporting Ops Squad →
No pitch — just a plan.
I turn raw numbers into a report you'll actually read. Ask for this week's performance — I'll pull it together.
Execution trace — recorded run (this agent's real pipeline)
Pulling the week's numbers
ok
Identifying what moved and why
ok
Ranking the one action that matters most
ok
Writing the plain-language summary
ok
Report prep time
~2h → ~1 min
projected
Weekly optimisation time (production)
9h → 2h
real · anonymized
Plain-language summary
Good week. Conversions are up 8% and cost per acquisition dropped 12% — the search campaign for custom packaging is doing most of the work. One thing worth a look: the negative-keyword suggestions queued this week haven't been applied yet.
Apply the 3 queued negative-keyword suggestions
Increase budget on the top-performing search campaign by 15%
No action needed on Performance Max — holding steady
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. This demo works from a synthetic sample dataset, not a live ad account pull — never present a figure as a real, currently-measured number; a production deployment would connect to Google Ads, GA4 and CRM directly.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
GET THIS RUNNING ON YOUR BUSINESS
Want Reporting Agent solving this for you?
This runs in production today, not a mockup. Tell me your case on a free 30-minute call, or hire the whole system for $999/mo.
No pitch — just a plan.
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
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.