Expert Points of View

Original thinking from M-Squared experts and members of the Collective on attribution, measurement, and decision-making in complex marketing environments.

Contributing experts
Madan Bharadwaj
Madan Bharadwaj
Advanced Attribution Expert
Katie Reed
Katie Reed
Fractional CMO, Consultant
Sable M.
Sable M.
Executive Leader in Marketing Analytics
Shivank Pant
Shivank Pant
Product Manager
Bharathi Kannamma
Bharathi Kannamma
Data Science- COE Lead
Abdul Rahman
Abdul Rahman
Product & Engineering Lead
Ken Sheehan
Ken Sheehan
Geographic Information Systems Expert
Shriram Pradeep
Shriram Pradeep
Data Science- COE Lead

Perspectives

Opportunity Analysis: Unlocking Strategic Digital Marketing Investment

Opportunity Analysis: Unlocking Strategic Digital Marketing Investment

madan-bharadwaj
Decoding Sensitivity Analysis: Optimizing Marketing Attribution Strategies

Decoding Sensitivity Analysis: Optimizing Marketing Attribution Strategies

madan-bharadwaj
You have your attribution multipliers: what’s next?

You have your attribution multipliers: what’s next?

madan-bharadwaj
Optimize Your Marketing Spend: The Benefits of Multi-Touch Attribution

Optimize Your Marketing Spend: The Benefits of Multi-Touch Attribution

madan-bharadwaj
What is Marketing Mix Modeling (MMM)

What is Marketing Mix Modeling (MMM)

madan-bharadwaj
Crafting Digital Campaigns with Advanced Attribution Strategies

Crafting Digital Campaigns with Advanced Attribution Strategies

madan-bharadwaj