AI prompts for marketing and sales: 70 ready-to-use examples

The Laiki Prompt Guide brings together 70 ready-made questions to copy and paste straight into an AI agent connected to your marketing and sales data, without you having to figure out on your own what to ask. The guide is free and was designed for those who already deal with marketing and sales reports day to day, such as marketing managers and performance analysts.

Download the Laiki Prompt Guide: 70 ready-made prompts, organized by area and by data source. Access the full guide.

What you will find in this material:

The 70 prompts are organized by area (Marketing, Sales and Behavior) and by data source (GA4, Meta Ads, Google Ads, LinkedIn Ads, Segments and Leads). Each one comes with an explanation of what it is for and a tip on how to deepen the analysis from the answer.

A Sales example asks for the overview of deals closed by period, comparing the speed between stages of the sales funnel. A Behavior example crosses pages visited with email opens to understand whether a specific lead is warming up or cooling down. A Marketing example compares first-click attribution with last-click, on the same lead, from the top to the close. There are also data quality prompts, such as the percentage of leads without a source UTM, useful for those who need to justify why a channel seems to be performing worse than it really is.

The answer can come out as plain text in the conversation, or become a PDF, an HTML page or a presentation, depending on the format you ask for along with the prompt.

Why asking the data directly changes the report

Most of the time spent on reports goes to joining the data before the analysis: exporting a spreadsheet from one tool, opening another, crossing everything manually. With the agent already connected to your operation's real data, this step disappears. The question that used to require three open tabs is now asked directly in the conversation, with your own account's number behind the answer.

This works because the Prompt Guide starts from questions already tested by operations similar to yours. Instead of building the command from scratch, you adapt a ready-made question to your accounts, your segments and your period, and receive the answer calculated on top of your account's real data.

If you have not yet connected the agent to your data, the article Laiki's MCP: how it works and the guide of ready-to-use prompts explains the mechanism behind the connection, and the installation steps are in How to install Laiki's MCP in Claude and ChatGPT.

Start with the right prompt

You do not need to use all 70 at once. Choose the area that hurts the most today (Marketing, Sales or Behavior), copy the first related prompt and paste it into the AI agent already connected to your Laiki account.

Download the Laiki Prompt Guide: Access the full guide and start with the question that already answers the decision you need to make this week.