◆ Adobe Marketo Engage

Develop multi-touch attribution models

This is real work, not a feature someone invented — it comes from real job ads and real questions people asked. Below are four ready AI prompts: get it done, make it easy for the next person to say yes to, work out the right move when you are stuck, and stop it coming back.

4prompts

The same task, four prompts

today's deadline · the next reviewer · the stuck moment · the pattern
AExecute — do the immediate taskGenerate a multi-touch attribution report for the 'Enterprise Solutions' campaign that ran last…+
Generate a multi-touch attribution report for the 'Enterprise Solutions' campaign that ran last quarter. I need to see the first touch, last touch, and W-shaped models, broken down by channel, by end of day Friday for the executive review.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
BImprove — make it easier to acceptBefore I present this multi-touch attribution report to the board, make it easier to understand…+
Before I present this multi-touch attribution report to the board, make it easier to understand the key takeaways. Can you highlight which channels are consistently driving the most value across different models and identify any surprising insights that might challenge our current spending assumptions?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
CDecide — diagnose the stuck momentOur Head of Growth just challenged the ROI figures from our Q1 campaigns, saying the numbers…+
Our Head of Growth just challenged the ROI figures from our Q1 campaigns, saying the numbers don't align with their CRM data.
Our Head of Growth just challenged the ROI figures from our Q1 campaigns, saying the numbers don't align with their CRM data. I'm afraid our attribution models might not be capturing all the touchpoints, or perhaps there's a data sync issue I haven't caught. I can't tell them I'm unsure about our core metrics. What's the most likely reason for this discrepancy, and what's the best next move to reconcile our attribution data with their CRM?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
DBecome — change the patternI consistently struggle to explain the nuances of multi-touch attribution models to…+
I consistently struggle to explain the nuances of multi-touch attribution models to non-marketing stakeholders, leading to skepticism about our data.
I consistently struggle to explain the nuances of multi-touch attribution models to non-marketing stakeholders, leading to skepticism about our data. This makes it hard to get buy-in for budget requests. What habit should I change to more effectively communicate the value and limitations of these models to executives who aren't steeped in marketing analytics?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?

Questions people actually ask

honest answers, no sign-up

Every task here was seen in the real world. Someone doing the job named it, a real job ad asked for it, or a lot of people asked about it online.

If nothing real showed a task, it is not on the page. That is the whole rule.

They are the same job approached four ways, because what you need depends on where you are.

Get it done today. Make it easy for the next person to say yes to. Work out the right move when you are stuck. Learn the pattern so the job stops coming back.

For most of these jobs it can carry the heavy thinking - draft it, sort it, check it, rehearse it with you.

It cannot sit in your chair, take the blame when a number is wrong, or notice what nobody wrote down. Let it do the first 80%. Keep the last 20% that is truly yours.

No. Copy any prompt and paste it into the AI you already use. No account, no score, no wall in the way.

Any of them. The prompts describe the work rather than naming a product, so they are not tied to one assistant.

That is also why they keep working when you switch.

Change it freely. Every prompt is a starting line, not a rule.

Put in your real numbers, your real names and your real deadline. The more you make it yours, the better the answer comes back.

The tasks come from real job ads, published job data and the questions people ask in public forums.

The steps come from Adobe Marketo Engage's own documentation, with practitioner sources for the traps the manual does not mention.

Push once. Ask it to sharpen the weakest part and to say what it assumed.

Most wrong answers come from a missing detail rather than a bad prompt - tell it the thing it could not know.