11.4 Data Storytelling¶
What this page teaches: Data storytelling explains what happened, why it happened, what you will do, and what result you expect.
Why this matters in real accounts: This topic affects money, visibility, campaign control, reporting clarity, or team execution. Understanding the business reason first makes the console steps much easier to learn.
Practical workflow: - Read the definition and linked glossary terms. - Identify what decision this topic affects. - Find the report, console screen, or input data required. - Make a small reversible change first when working in a live account. - Write down what changed and why.
Worked mini-example: Open the relevant report, check the key metric, make one small change, and note what you did and why.
Common beginner mistakes: - Skipping the context and copying tactics blindly. - Changing a live account without checking eligibility, budget, or data window. - Forgetting to log the reason behind the change.
Definition of done: - The learner can explain the topic without jargon. - The learner can name the report, console area, or data input used for this topic. - The learner can describe one safe action, one risky action, and one escalation trigger.
Merged from Complete Data-Filled Guide¶
Complete data-filled section notes¶
Reporting turns PPC activity into decisions. A report should answer: what happened, why it happened, and what we will do next.
Native reports¶
| Report | Main use |
|---|---|
| Search Term Report | Find winners, waste, and customer language |
| Placement Report | Optimize Top of Search, Rest of Search, Product Pages |
| Targeting Report | Review keyword and ASIN target performance |
| Bulk Operations | Make and audit large-scale changes |
Brand Analytics¶
Brand Analytics can provide Search Query Performance, Market Basket Analysis, Item Comparison, and Repeat Purchase Behavior. Use these to understand market demand, competitor overlap, and cross-sell opportunities.
Client dashboard layers¶
Executive dashboards need total spend, sales, ROAS, ACOS, TACOS, and trend. Operator dashboards need campaign, keyword, placement, budget, and search-term detail.
Data storytelling formula¶
- What happened.
- Why it happened.
- What we are doing next.
Bad: ACOS increased due to CPC inflation.
Good: Ad efficiency decreased because competitors drove up click costs. We are lowering weak bids and shifting budget to the keywords still converting profitably.
Client narrative template¶
What happened: Ad efficiency changed this month.
Why it happened: CPC rose, CVR dropped, budget shifted, or competition changed.
What we are doing: Adjust bids, add negatives, harvest winners, shift budget, or improve listing readiness.
Operator checklist¶
- Explain the topic in plain English.
- Identify the report, console area, or input data needed.
- Make the smallest safe change first.
- Log the action, reason, and expected review date.
- Escalate if the issue touches policy, inventory, account health, or large budget changes.