Turn operational signals into action.

Recommendations Engine finds the gaps in your frontline operations and tells you how to fix them through training. Live today with guest feedback. More signals are on the way.

Trusted by thousands of locations across restaurants, fitness, car wash, and beyond.

Most training programs run on a schedule. Problems don't.

Every guest review, knowledge check, and resource search query tells you where your teams need support. Opus Recommendations turns those signals into targeted training, then measures how performance changed.

HOW IT WORKS

How Opus's Recommendation Engine works

Connect a signal

Connect Google Business, Ovation, or Tattle—or upload a CSV—to continuously analyze guest feedback. Additional signals, including Ask Opus activity, knowledge checks, and course feedback, are coming soon.

Opus spots patterns and points to the fix

Opus clusters recurring issues by theme and location. Each recommendation ships with affected stores, sample evidence, and a training action.

Prove the lift

After training fixes go live, Opus tracks the signal before and after. See complaint trend and rating movement on each affected location.

Recommendations you can act on.

Frequently asked questions

What signals are live today?
Guest Feedback is the first live signal in Opus Recommendations, available to all customers. This signal analyzes reviews from Google Business, Ovation, Tattle, or CSV and provides targeted training recommendations to prevent drops in review scores. Other signals are on the way, including Ask Opus resource search queries, task and audit submissions, course feedback, knowledge check results, and training engagement.
What happens after I act on a recommendation?
Opus measures the impact of every recommendation you implement. Guest complaint trends, ratings, and other operational signals are tracked before and after each change, making it easy to see what works and where to invest next.
Is Opus Recommendations Engine suitable for franchise brands?
Yes. Franchises benefit specifically because location-level targeting and franchisee visibility help drive consistency at scale. Operators see exactly which locations are affected and can deploy training where it matters.
What's the revenue impact of acting on Recommendations?
Guest experience directly impacts revenue. According to Black Box Intelligence, every 0.1-star decline in rating costs the average QSR about $12,500 per location annually. Early Opus customers who implemented recommendations reduced their top guest complaint by up to 60% within 30 days, helping protect ratings and revenue.
What's the pricing?
Opus Recommendations, including guest feedback integration, is included in every Opus subscription. Contact us for specific plan pricing.
Will Opus Recommendations Engine work for non-restaurant brands?
Yes. Guest feedback is most mature in restaurants, but the engine can analyze any customer feedback review. Future signals (audits, knowledge checks, course feedback) apply universally.
learn more

Don't have a guest feedback system yet?

Start collecting actionable insights at scale today.

Explore Tattle

Learn More

Explore Ovation

Learn More

Connect Google Business

Learn More

Ready for
what’s next?