Which of the following are typical primary data inputs used in marketing analytics?

• A. TV ratings, search clicks, search impressions, digital impressions, and sales data
• B. Customer satisfaction scores, employee counts, color preferences
• C. Weather data, stock prices, commodity prices
• D. Only social media followers

Answer: (A)

In marketing analytics, you rely on data that directly reflect how marketing efforts are performing and what impact they’re having. The best set combines traditional reach metrics, digital engagement, and actual outcomes so you can measure exposure, intent, and real conversions together. TV ratings give a sense of how many people were exposed to a TV campaign, while search clicks and search impressions show how often people are interacting with or noticing your brand in search. Digital impressions track ad exposure across online environments, and sales data reveals the end result in revenue. Together, these inputs let you analyze which channels and messages are driving results and how to optimize campaigns.

Other options miss this breadth or focus too narrowly. Customer satisfaction scores and color preferences are useful for product or CX studies but don’t provide a full, campaign-wide view of marketing performance. Weather data, stock prices, and commodity prices are external factors that aren’t typical primary inputs for evaluating marketing analytics. Social media followers indicate audience size but don’t necessarily reflect engagement or conversions on your marketing spend.

So, the combination of TV ratings, search metrics, digital impressions, and sales data best represents the primary data inputs marketers use to analyze and optimize performance.