Who This Helps
This is for you, the Junior Analyst who wants to stop drowning in data and start shipping analysis that actually gets used. You want to prioritize the next experiment, not just report what happened. The Market Intelligence & Positioning course is built for exactly this moment.
Mini Case
Meet Zaid. He's a Junior Analyst at a B2B SaaS company. His team has 3 experiment ideas: improve onboarding, add a chatbot, and rewrite the pricing page. Zaid runs a quick signal scan from the Signal Landscape Scan mission. He finds that 12% of users drop off during onboarding. That's 3x more than any other friction point. He recommends the onboarding experiment. The team agrees. They ship it in 7 days. Conversion lifts by 8%. Zaid just became the person everyone trusts with data.
Do This Now (5 Steps)
- Grab your last 3 experiment ideas. Write them down. No judgment.
- Run a Signal Landscape Scan. Look for one metric that stands out. Like Zaid's 12% drop-off.
- Pick the idea with the biggest gap. That's your highest-impact move.
- Write one clear recommendation. Example: "Run onboarding experiment to reduce drop-off by 12%."
- Share it with your team. Keep it short. They'll thank you.
Avoid These Traps
- Don't try to analyze everything. Pick one signal. Go deep.
- Don't recommend without evidence. Use numbers like 12% or 7 days.
- Don't ignore competitor noise. Use the Competitor Claim Audit to separate fact from hype.
- Don't overcomplicate your recommendation. One sentence. Clear action.
- Don't wait for perfect data. Ship what you have. Iterate.
- Don't forget the ICP wedge. From the ICP Wedge Choice mission, pick one customer segment and justify it.
- Don't skip the win-loss evidence. The Win-Loss Evidence Cut mission helps you see what actually works.
- Don't present without a positioning grid. Use the Positioning Grid mission to compare options fairly.
Your Win by Friday
By Friday, you'll have one prioritized experiment with a clear recommendation backed by real numbers. Your team will know exactly what to do next. And you'll feel like the smartest person in the room. (Okay, maybe not the smartest, but definitely the most useful.)