Embedding

Dense vector representation of discrete inputs. A working definition from the RGM marketing glossary.

Schematic — Embedding

Dense vector representation of discrete inputs.

Where teams go wrong

Keep this in mind.Teams slip on Embedding in four familiar ways. Each makes a soft assumption look like a precise number.

No segments. Treating Embedding as one number for all. Break it out before you trust it.
No anchor. Quoting Embedding without a starting point. Always pair it with a baseline.
Wrong target. Treating Embedding as the goal. The goal is the outcome it predicts.
Apples to oranges. Comparing Embedding across firms raw. Adjust for pricing and cycle before you read it.

What does Embedding mean?

Dense vector representation of discrete inputs. In short, fix that meaning before any tactic is debated.

What makes Embedding worth knowing?

Embedding shows up in budget reviews and channel reporting. Use it loosely and teams pull apart; use it precisely and the numbers line up.

How do teams use Embedding?

Teams put Embedding to work on a spend split, a metric, or a head-to-head call. See the Netflix walk-through above.

What goes wrong with Embedding most often?

Treating Embedding as one blanket rule and reporting it with no baseline. Both hide a soft assumption.

Where can I learn more about Embedding?

The related terms below are a good next step; from there, see incrementality testing, plus marketing mix modeling.

What does Embedding mean?: Dense vector representation of discrete inputs. In short, fix that meaning before any tactic is debated.
What makes Embedding worth knowing?: Embedding shows up in budget reviews and channel reporting. Use it loosely and teams pull apart; use it precisely and the numbers line up.
How do teams use Embedding?: Teams put Embedding to work on a spend split, a metric, or a head-to-head call. See the Netflix walk-through above.