Marketing Data Interpretation Toolkit
Sale
Marketing Data Interpretation Toolkit
US$39.00 US$89.00

Know what your marketing numbers actually mean, and explain them with confidence to your boss, client or team.

Tired of staring at a dashboard thinking "okay, but is this good?" This toolkit gives you a repeatable way to work out what happened, why it happened, and what to do next.

Follow four simple moves (Look sideways, Look deeper, Look wider, Look back) to investigate any change in your data. Then use AI to do the heavy lifting, and turn your findings into a clear report people actually read.

What's included:

  • The Marketing Data Interpretation Toolkit (27-page PDF guide)

  • Four worked examples, each with the full investigation and the finished report: a monthly review, an annual assessment, a campaign report and a tracking issue

  • The AI Marketing Analyst Prompt Pack: copy-and-paste prompts for every stage, from preparing your data to writing the final report

  • The Marketing Change Log (spreadsheet), with a filled-in example tab, so you always know what changed and why

Works with whatever data you already have: GA4, Google Ads, Meta, Data Studio, or just screenshots. Nothing to install. Buy once and use it on every report you write.

Because anyone can show the numbers. Be the person who knows what they mean.

The final line reuses the closing line from page 3 of the guide, so the listing sounds like the toolkit.

harsh.

Stop reporting the numbers. Start explaining them.

You’ve got the dashboards and the platform insights. But when someone asks “so what does this actually mean?”, you’re stuck reading the numbers back to them.

Learn to explain what happened, why, and what to do next. Calmly. With receipts.

Get the toolkit →
Instant download·Guide, prompts and 4 examples·Yours to reuse
Text exchange: “Did the campaign just tank?” “Not necessarily…”
Why learn this

Anyone can export a report. The marketer who can explain it is the one people listen to.

01
Stop losing arguments to opinions
Funny how a hunch that can’t be measured is also a hunch that can’t be wrong. Interpretation is how you bring better receipts than “I just have a feeling.”
02
Defend the work that’s actually working
Awareness campaigns aren’t meant to close every sale overnight. When you can explain what each campaign’s job is, good work stops getting cut for the wrong reasons.
03
Become the strategic voice in the room
The job is 10% execution and 90% “but what if we did it this way instead?” The marketer who can answer that is the one who earns trust, budget and the next promotion.

And yes, AI can do the heavy lifting. Feed it your reports and the right prompts, and get a client-ready write-up in minutes. You just make the calls.

Sound familiar?

Peter has opinions. You have the data.

Most marketers don’t have a shortage of numbers. What they’re missing is a clear way to explain them before someone else’s hot take becomes the strategy.

“I just have a feeling it’s not working.”
Meanwhile you’re the one with the receipts, trying to politely say “the data says otherwise.”
“Why isn’t the awareness campaign driving sales?”
Asked for the fifth time this month. Not every metric has the same job.
“I don’t like the ad.”
Peter is not the target audience. But without a clear explanation, his preference becomes the plan.
Get better receipts →
Marketer reviewing reports
Behind the scenes

This is what interpretation actually looks like: two people, one report, and a lot of “wait, why did that change?”

No fancy software. Just the right questions, asked in the right order, until the numbers make sense. That’s the process this toolkit teaches.

Let’s fix this.

The goal isn’t to silence Peter. It’s to have a better conversation with him. This toolkit is the process we use with our own clients: learn the moves, see them in four real reports, then run your own.

The Marketing Data Interpretation Toolkit: guide, AI prompt pack, change log and four example reports
A ready-made change log
A 27-page written guide
Copy-and-paste AI prompts
4 worked examples
By grabbing this toolkit, you get:
A 27-page interpretation guide
A clear, practical walk-through of how to investigate any metric, from “this moved” to “here’s what we’ll do.”
A framework you can reuse
A simple, repeatable way to question any number, on any channel, so you always know where to look next.
Marketing Change Log
A ready-made spreadsheet (Excel or Google Sheets) for recording every change, so next month’s numbers come with context.
4 worked interpretation examples
A monthly review, an annual assessment, a campaign report and a troubleshooting summary. Each shows the investigation and the finished report.
AI Marketing Analyst Prompt Pack
Eight copy-and-paste prompts that take AI from setting the context to a finished report, without handing over the judgment.
Our real AI workflow
How we go from a data export to a finished, client-ready report in minutes, with AI doing the heavy lifting.
Take a look

A few samples from inside the toolkit.

Real pages from the guide and its companion resources.

Marketing Change Log
Never wonder “what did we change?” again
Every change, why you made it and what you expected, in one place, with a tab for each platform. Works in Excel or Google Sheets.
Marketing Change Log preview
AI Prompt Pack
Let AI do the processing, not the thinking
Copy-and-paste prompts for each stage, with the four moves built in.
AI Prompt Pack preview
Example report
See what “good” looks like
A real-looking client report, from one of four worked examples: one for each kind of report you’ll actually write. Each walks through the investigation, then shows the finished, client-ready report.
Example interpretation report preview
Maddie and Sara, Harsh Marketing
MaddieSara
Why we made it

We built this because we answer the same question you do: “So, what do these numbers actually mean?”

We’re Maddie and Sara, the duo behind Harsh Marketing. We spent 10 years working side by side at a marketing agency, writing the monthly reviews, year-end plans, campaign wrap-ups and “wait, why did this suddenly drop?” emails. Turning clients’ numbers into decisions is what we do.

Over time, that process became a checklist, then a framework, then this toolkit. It’s exactly how we work, written down so you can do it too.

Consider us your analytics besties.

Get the toolkit

Everything you need to explain your numbers.

The Marketing Data Interpretation Toolkit
$39
$89
USD
You save $50
Get the toolkit
One-time purchase · Instant download
What’s inside
27-page interpretation guide
The four moves, the reasoning, and how to explain it.
4 worked interpretation examples
Monthly, annual, campaign and troubleshooting, each with a finished report.
AI Marketing Analyst Prompt Pack
Copy-and-paste prompts for every stage.
Marketing Change Log
A ready-made spreadsheet to record every change.
Your options

Confident interpretation, without hiring an analyst.

Hiring an analyst
Thorough, but often thousands a month, and you still need to understand their findings well enough to act on them.
Asking AI on its own
Fast and confident. But without the right context and questions, it’s easy to repeat a wrong explanation to your boss.
This toolkit
A repeatable process you own, with AI prompts built in. Pay once, and use it on every report you write.

Next time Peter says “I think”, you’ll say “here’s what happened.”

Know what matters. Understand what happened. Decide what to do next.

Yes, I need this! →
One-time purchase · Instant download
Questions

Frequently asked

What format is it in?
−
One ZIP folder: the guide, the AI Prompt Pack and four worked examples as PDFs, plus the Change Log spreadsheet (works in Excel or Google Sheets). Instant download after purchase.
Do I need a specific dashboard or tool?
+
No. The framework works on whatever data you already have: GA4, Google Ads, Meta, Search Console, your CRM, even screenshots. Our Analytics Dashboard Template makes it easier, but it’s optional.
Do I need to use AI?
+
No. Everything in the guide works without it. The AI Prompt Pack is there to speed up the busywork (pulling numbers, comparing periods, drafting the write-up) once you know what to look for.
How long does it take to get through?
+
You can read the guide in an afternoon. After that, each report gets faster, because you reuse the same moves, prompts and examples every time.
I haven’t set up analytics yet. Is this for me?
+
Not quite yet. Interpretation needs data to interpret. Start with our free Data Confidence guide to get tracking in place, then come back to this one.
Can I use it for client reporting?
+
Yes, that’s what we built it for. The four example reports show how to present findings to a client or boss, and you can use the toolkit across as many clients as you like.
harsh.