Enrollment numbers aren't ROI. We join loyalty to your POS to show what members are actually worth, who's about to churn, and where the program earns its keep — or doesn't.
Built for multi-unit operators and franchisees, not enterprise data teams.
Restaurant loyalty analytics measures what a program returns: incremental spend from members, high-value guests worth protecting, churn before it happens, and enrollment that actually lifts value. Done right, it tells you whether the program grows the business — not just how many signed up.
Most loyalty reporting counts members and points. It rarely answers the question the CFO asks: is this program making us money, and where? Without joining loyalty to the POS, you're guessing.
The members enroll.
The points accrue.
Whether any of it is incremental revenue is the question nobody's answering.
What a member is worth versus a comparable non-member — the real ROI signal.
Which high-value guests are slipping, in time to win them back.
Where sign-ups actually raise spend — and where they just discount it.
Loyalty members visit more and spend more — but by how much, and is it incremental? We size the gap against comparable non-members, so you know what the program is actually adding.
The point is incremental value, not raw member counts. That's the number worth managing.
The dashboard isn't the point; the retained high-value guest is. So we connect loyalty to the POS and run it through to the decision.
See member value against the POS, decide who to protect, act on offers and win-backs, and Track incremental lift.
You get the incremental-value answer and a firm that knows how to isolate it from noise. The loyalty platform is the enabler; the retained guest is the point.
The two moves that turn a loyalty program into a managed asset.
Loyalty platforms report on themselves. The value shows up only when you join member activity to POS spend — so you can measure incremental value, not just engagement inside the app.
A small share of guests drives most of the profit. We identify them, flag churn risk early, and turn that into win-back offers that protect revenue instead of discounting it away.
Every row ties to a loyalty decision an operator actually makes — and how we get there.
| Decision | The question an operator asks | What you get | How we get there |
|---|---|---|---|
| ROI | Is the program making money? | Incremental member-value analysis | Loyalty + POS matched cohorts |
| Protect | Who's about to churn? | High-value churn-risk lists | Cohort & retention models |
| Enroll | Where do sign-ups actually pay? | Enrollment-lift by location | POS lift analysis |
| Offer | What offer, to whom? | Targeted win-back & upsell | Guest-level segmentation |
Bundled, this becomes part of Operator OS — our commercial intelligence layer for multi-unit restaurants.
By joining loyalty to POS and automating enrollment at the point of sale, we helped an operator surface $10–20M in loyalty-driven revenue lift — and made it measurable.
Read the case study →“A fantastic partner for our Data & Analytics team. Their results speak to the quality of their work — they take the time to understand the situational context and consistently hit the mark.”
Trusted by operators at McAlister's, Blaze Pizza, Moe's, and Roark Capital brands.
The questions we hear most from operators and marketing leaders.
By comparing loyalty members to comparable non-members on incremental spend, then netting out the cost of rewards — which requires joining loyalty data to the POS. Enrollment counts and point balances don't tell you whether the program adds revenue; matched-cohort analysis does.
We segment guests on frequency, spend, and margin across POS and loyalty, so the small share driving most of the profit is visible — and protectable. Those are the guests worth targeted retention, not blanket discounts.
Yes. We model which high-value guests are slipping and flag them early, so you can win them back with a targeted offer before they're gone — rather than discovering the loss in a quarterly dip.
Yes — we're platform-agnostic and have migrated and integrated loyalty stacks (including Punchh-to-Thanx). We join whatever platform you use to your POS; the analytics don't depend on a specific vendor.
No. This sits on top of the program you run. If a platform change is worth considering we'll give you an honest read, but the analytics work with your current stack.
One conversation. We'll tell you what it would take to measure and grow what the program is worth.
We'll tell you what your loyalty program is really worth.
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