Ship Clean Analysis: 5 Steps for Junior Analysts

Who This Helps

You're a Junior Analyst. You just finished a deep dive. Now you need to present it so stakeholders say yes, not "let's discuss." This is for you.

Mini Case

Meet Sofia. She's a junior analyst at a mid-size e-commerce brand. She ran a creative test for a new offer. Her raw data showed a 12% lift in click-through rate. But her first draft recommendation was vague: "We should do more of this." Her manager asked, "What audience? What's the concrete next step?"

Sofia took the Channel Basics: Offers & Creative course. She used the Creative Angles mission to build three distinct angles with proof. She added the Measurement Basics cheat sheet (metric + guardrail + window). Her final recommendation: "Run angle A for new visitors with a 7-day conversion window. Expected lift: 8-12%." Her manager approved it in one meeting.

Do This Now (5 Steps)

1. Start with the offer one-liner. Write one clear promise tied to one audience. If you can't say it in 10 words, your analysis isn't ready.

1. Build an angle matrix. List 3 creative angles. For each, add one proof point (data, quote, or test result) and the target audience. This kills debate.

1. Add a measurement cheat sheet. For each angle, define: metric (e.g., conversion rate), guardrail (e.g., minimum 100 visitors), and window (e.g., 7 days). This makes your recommendation testable.

1. Check the landing page fit. Use the Landing Page Fit Check mission. List 3 friction points and your fixes. Example: "Button text says 'Learn More' but offer is 'Get 20% Off.' Fix: change to 'Get Discount.'"

Avoid These Traps

• Vague offers. "Better deal" is not an offer. Be specific: "20% off first order."
• No audience. "Everyone" is not a target. Pick one segment.
• No guardrail. Without a minimum sample, you'll chase noise.
• Skipping the landing page. Traffic means nothing if the page doesn't match the offer.
• One angle only. Test at least three. You'll learn faster.
• No deadline. "Soon" kills momentum. Set a date.

Your Win by Friday

By Friday, you'll have one clean recommendation with a clear offer, three creative angles, a measurement plan, and a landing page fix. Your stakeholder will say "Great, let's run it." That's the win.