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Food & BeverageCASE 02

How a restaurant chain discovered why customers don't return

Switch AI turned scattered feedback into clear actions across every branch.

Jump to a stage

  1. 1ChallengeDifferent branches, different problems. No visibility for HQ.
  2. 2Switch AIAnalyses, compares and uncovers what drives behaviour.
  3. 3Insights discoveredSee what matters most across all branches.
  4. 4OutcomeBetter decisions. Happier customers. Stronger business.

The challenge

Different branches, different problems. No visibility for HQ.

Thousands of reviews across branches made it difficult to see the real issues or understand why performance varied.

Google ReviewsFacebookShopeeFoodSurveys

Channels

Google ReviewsFacebookShopeeFoodSurveys

Outputs

Grouped complaintsSentimentBranch comparisonTop opportunities

Switch AI

Switch AI analyses, compares and uncovers what truly drives customer behaviour.

  • Groups similar complaints
  • Detects sentiment
  • Compares branches
  • Finds top opportunities

Insights discovered

Top issues across all branches

Slow service36%
Food quality28%
Portion size17%
Price / value11%
Ambience8%

Sentiment overview

58% Positive · 25% Neutral · 17% Negative

Branch performance

Branch A 85 · Branch B 72 · Branch C 68 · Branch D 61 · Branch E 46

Impact

Better decisions. Happier customers. Stronger business.

200+

Branches analysed

60%

Faster insight generation

4

Key issues prioritised

Improved

Customer satisfaction across branches

Top opportunities

01

Improve service speed during peak hours

02

Compare branch performance and prioritise operational fixes

Results or customer journey screenshot
Switch AI workspaceLive

Customer sentiment

Positive 58%Neutral 25%Negative 17%

Branch performance

Branch A85
Branch B72
Branch C68
Branch D61
Branch E46

“We finally understand why some branches succeed and others struggle. Now we focus on the right things.”

— Chief Operations Officer

Knowing the problem is only the beginning

Every customer who leaves is a signal.

Every one you win back is revenue.

We partner with you to find out why customers really leave and help you win them back.

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