The test bench for loyalty programs.
We tear down and score loyalty and retention programs on what matters to an operator: first-party data, margin and experience.
The Operator Score, 0 to 100. The score is public; the read is for members.
Metro & Moi
High-quality grocery data held back by a media monetization that’s nowhere near its potential.
Nectar
A vast legacy base whose value stays locked: coalition heritage and a modest activity rate hold activation back.
Air Miles
A legacy coalition whose data sleeps and whose margin leaks: dented trust, high redemption friction, weak relevance.
Identity resolution after the third-party cookie
Without the third-party cookie, the loyalty card becomes the spine of identity. Provided you can actually resolve the same customer across channels.
RetentionWhy active-to-enrolled is the only ratio that matters
Cards issued is a vanity metric. The share of members who are actually active is the only number that tells you the program is alive.
First-Party DataRetail media: the margin line loyalty teams keep missing
A media network isn’t an ad product bolted onto the program. It’s the only way to turn loyalty data into net margin.
First-Party DataLaw 25 and the consent tax on first-party data
Consent isn’t a compliance cost. It’s the entry price of a data asset that depreciates the moment you collect it badly.
The ranking is the commodity. The read is the product.
The scores are public. The dimension-by-dimension reasoning, the money-and-data read and our recommendations are for members.