article thumbnail

How to Train Your Media Planning AI (The Right Way)

Bionic

Efficiency KPIs and Dependent Variables If you want to predict the cost efficiency of media placements, you need to include cost efficiency KPIs as dependent variables in your training data. Effectiveness KPIs as Dependent Variables If you want to optimize the effectiveness of your advertising (who doesn’t?)

article thumbnail

SMX Advanced Day 1 – Google + Bing Keynotes, Conversion Optimization, Audience Targeting and Social + PPC

QuanticMind

The panel’s discussion turned toward scientific testing across large sample sizes for Google Shopping campaigns, testing thousands of products and queries over controlled time periods. This is why audience segmentation is exceptionally important on Facebook. higher ROAS than desktop. . .

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How to Run LinkedIn Ad Campaigns: A Beginner's Guide

Hubspot

And while that can lead to a higher clickthrough rate ( CTR ), his own data shows that Text Ads can often yield a higher conversion rate. Having an actionable CTA within your ad copy will also help you improve your ad's clickthrough rate. Pay Per 1,000 Impressions (CPM). If so, CPM might be your best option.

article thumbnail

A Simple Guide to Setting Up Your First LinkedIn Ad Campaign

Hubspot

For example, when promoting a book to college professors, putting the words "College Professor's Guide to …" may generate a higher clickthrough rate (CTR) than generic, untargeted copy. Call-to-Action (CTA): Having an actionable CTA within your ad copy will also help you improve your ad's clickthrough rate.