Feedback Is A Gift

Pareto.AI: your negative review Pareto and your ally for action

One subscription keeps your platform access active, and one refresh — whenever you want a new analysis — re-examines your reviews, sorted by theme: every cause comes with a ready-to-use action plan, rated by impact and implementation cost. Need to dig deeper on a specific topic? Add a targeted Field Immersion.

The Lean approach, applied to hospitality and restaurants.

Lean management rests on a simple principle: measure before you act, focus effort on the causes with the biggest weight, cut out the noise that dilutes attention, and iterate in short cycles rather than tackling everything at once. These are quality tools proven for decades in industry — we apply them systematically to customer feedback in hospitality and dining, a sector that still under-uses them.

Pareto chart (the 80/20 rule) — isolate the minority of causes that explain the majority of effects, on a ranking that is always current: no review slips through the cracks
Root cause analysis — understand why a theme keeps coming up, not just that it does, and get alerted the moment a new cause emerges in the ranking
Continuous improvement (PDCA) — measure, act, re-measure in short cycles, with the full history to track your progress over time
Noise elimination — sorting is automatic: no need to tackle 40 scattered remarks when 5 causes will do, at a predictable cost whatever the review volume
Prioritization by cumulative impact, not by gut feeling or order of arrival — calculated automatically, with no manual sorting on your side
Data-driven decisions — every action is tied to a percentage of real reviews, and serves as a shared reference to set priorities in leadership meetings

80% of negative reviews are concentrated on 20% of the problems

Your Pareto ranks the causes of dissatisfaction from most to least frequent (the bars) and accumulates their weight (the gold line). That is the 80/20 rule: here, 3 of 15 causes — 20% of them — concentrate 80% of negative reviews. By tackling them first, you act on what matters without spreading yourself thin.

Example — negative reviews by theme15 causes identified
80% of negative reviews 40 Service 30 Breakfast 20 Room noise 3 Value 3 Welcome 3 Cleanliness 2 A/C 2 Parking 2 Bedding 2 Wi-Fi 1 Check-out 1 Housekeeping 1 Pool 1 Luggage 1 Other 36% 62% 80% 83% 86% 88% 90% 92% 94% 96% 96% 97% 98% 99% 100% 3 of 15 causes (20%) = 80% of negative reviews 12 other causes = 20% of negative reviews
Swipe the chart →

Illustrative example. See a real case (actual data) on our Case Studies page.

Every cause becomes an action plan, generated for you.

Click on a bar of the Pareto: the platform immediately opens the action plan for that cause, with concrete actions ranked by impact and by cost to implement. You mark those that are done and, at the next refresh, you measure their real effect on your reviews. Example below, taken from the real Hotel Tatin case: front-of-house service, the top cause of its negative reviews.

Action plan — "Front-of-house service slow or disorganized"20% of negative reviews
Reinforce front-of-house staffing during high-traffic services
The most serious incidents cluster on busier evenings.
Impact High Cost Reasonable
Set up order tracking to avoid missed items
Wine and dishes ordered early sometimes arrive very late.
Impact Moderate Cost Low
Set up a kitchen/floor coordination check-in before each service
Very long delays suggest a lack of sync, even during otherwise successful services.
Impact Moderate Cost Reasonable
To dig into the root cause

Service still a friction point despite these actions? Zoom in on it with a Field Immersion: a trained evaluator experiences the service as a guest and enriches your action plan with what reviews don't say, report delivered the next day.

Illustrative, static example. See the full interactive dashboard on our Case Studies page.

See what your reviews reveal.

Explore a real case, or let us show you what the analysis would look like for your property.

Explore our case studies Request a personalized demo

Simple pricing, aligned with how you use it

Pareto.AI

One subscription for access, one refresh for the analysis

Your dashboard stays active all year round. Whenever you want, request a refresh: 100% of your reviews re-examined, Pareto and action plans recalculated — count on a refresh roughly every 6 months to keep an accurate picture of your online reputation.

Platform subscription
  • Unlimited access to your dashboard
  • History of all your analyses
  • Progress tracking over time
$50/ year
Analysis refresh — on demand
  • Fresh extraction of 100% of your reviews
  • Recalculated Pareto and action plans
  • Report delivered within 48h
$250/ refresh

The subscription gives you access; each refresh recalculates your analysis from your most recent reviews. You only pay for a refresh when you request one — at roughly one every 6 months, budget around $550 a year all-in.

Add-on — to dig into a root cause

Zoom in on any Pareto head with a Field Immersion. The action plan generated by the platform already addresses the symptom flagged by your reviews. To get to the root cause of a specific topic, trigger a targeted Field Immersion on that Pareto head directly from your dashboard: a trained evaluator experiences the service under real conditions and enriches your action plan with what no review tells you. $490, only when you need it.