In partnership with
“Leads increased, but quality declined” can sound like a useful conclusion while leaving the next action unclear.
The detail matters.
In a fictional example, 100 leads at a 40% qualification rate produce 40 qualified leads. A later period produces 150 leads at 30%, or 45 qualified leads.
The rate fell, but the number of qualified leads rose. Whether that is a better result depends on cost, capacity, downstream value and whether the periods are comparable.
A report that highlights only the falling rate may push the team toward the wrong response. A report that celebrates only lead volume can be equally misleading.
ChatGPT can help connect the measures before drafting the story.
Try this prompt:
Turn these marketing results into a decision-focused summary: [attach].
Business objective: [objective]
Decision facing the team: [decision]
Definitions, periods and relevant changes: [details]
Check the relationship between counts, rates, costs and downstream outcomes. Flag comparisons that are not like for like.
Write four short sections:
1. What changed.
2. What the evidence supports.
3. What remains uncertain.
4. The next decision or investigation.
Show the figures behind the conclusion. Separate observed results from possible causes. If the data cannot justify a recommendation, specify what we need to learn.
The conclusion may be to keep the campaign running while investigating a particular segment. It may be to change the offer, correct the measurement or pause spend.
The useful report makes the reasoning visible enough that another person can challenge the recommendation.
Happy prompting!
Turn AI into Your Income Engine
Ready to transform artificial intelligence from a buzzword into your personal revenue generator?
HubSpot’s groundbreaking guide "200+ AI-Powered Income Ideas" is your gateway to financial innovation in the digital age.
Inside you'll discover:
A curated collection of 200+ profitable opportunities spanning content creation, e-commerce, gaming, and emerging digital markets—each vetted for real-world potential
Step-by-step implementation guides designed for beginners, making AI accessible regardless of your technical background
Cutting-edge strategies aligned with current market trends, ensuring your ventures stay ahead of the curve
Download your guide today and unlock a future where artificial intelligence powers your success. Your next income stream is waiting.
200+ Proven Ways to Make Money With AI in 2026
The next wave of millionaires will be people who figured out how to make AI work for them.
The window to get ahead is still open. But not for long.
Here are 200+ proven ways to make money with AI in 2026.
Sign up for Superhuman AI, the free daily newsletter read by 1M+ professionals, and get instant access to all 200+ ways to profit from AI this year.