Customer rating calculation

Vinay Kumar
10/12/2025 06:18 PM

Customer rating calculation

I was looking at automatic customer rating. Is the Customer rating mean of the four columns
Credit Rating
Loyalty Rating
Operational Rating
Profitability Rating

Irfan Mustafa Qazi
10/12/2025 06:28 PM

No. The overall customer rating in Tuhund is not a simple mean of the four columns. It is calculated using a weighted average. The weight for Credit Rating, Loyalty Rating, Operational Rating and Profitability Rating is not fixed. It is different for each organisation because priorities differ across business models.

It also depends on the current phase of the business. When a company is new it may value loyalty and new customer acquisition more. In a mature phase profitability and operational performance might carry more weight. During financial stress credit rating becomes a top factor. Tuhund allows organisations to adjust these weights so the customer rating always matches the strategic focus of the business.

Here are examples of how weights can change based on business phase. The numbers are only samples to explain the idea.

1. Startup or early growth phase

Focus: customer base expansion and relationships

  • Credit Rating: 15%

  • Loyalty Rating: 45%

  • Operational Rating: 20%

  • Profitability Rating: 20%

Reason: winning and keeping customers matters more than margins at this stage.

2. Stable or mature phase

Focus: balanced and consistent performance

  • Credit Rating: 25%

  • Loyalty Rating: 25%

  • Operational Rating: 25%

  • Profitability Rating: 25%

Reason: business wants harmony across all four areas without pushing one too hard.

3. Expansion or aggressive growth phase

Focus: operational scale and customer service

  • Credit Rating: 20%

  • Loyalty Rating: 35%

  • Operational Rating: 30%

  • Profitability Rating: 15%

Reason: customer satisfaction and delivery capability decide success.

4. Financial stress or cash flow concern

Focus: cash recovery and payment discipline

  • Credit Rating: 50%

  • Loyalty Rating: 15%

  • Operational Rating: 20%

  • Profitability Rating: 15%

Reason: credit discipline becomes more important than volume.

5. High competition market shift

Focus: retaining loyal and profitable customers

  • Credit Rating: 20%

  • Loyalty Rating: 40%

  • Operational Rating: 15%

  • Profitability Rating: 25%

Reason: competition requires extra attention to loyal and high value customers.

Here is a practical guideline table for different industries. These are recommended samples that organisations can adjust.

Suggested weight ranges by industry

Industry Credit Rating Loyalty Rating Operational Rating Profitability Rating Notes
Manufacturing 30 to 45% 15 to 25% 25 to 35% 10 to 20% Operational efficiency and payment discipline are key
Trading or Distribution 35 to 50% 20 to 30% 15 to 25% 10 to 20% High focus on timely payments because margins are lower
Services 20 to 30% 35 to 45% 15 to 25% 10 to 20% Loyalty matters as service revenue depends on long term relationships
Subscription or SaaS 10 to 20% 45 to 60% 20 to 30% 10 to 15% Customer retention and renewals are critical
Retail B2C 10 to 20% 50 to 60% 10 to 20% 15 to 25% Brand loyalty and repeat buying are the main drivers
Project based industries (construction, EPC) 30 to 40% 10 to 20% 30 to 40% 10 to 20% Operational reliability and credit are most important
Healthcare and pharma distribution 35 to 45% 20 to 30% 20 to 30% 10 to 20% Compliance and payment discipline drive stability
Automotive service and parts 25 to 35% 30 to 40% 20 to 30% 10 to 20% Strong reliance on loyal customers and service quality

Benefits of this approach

  • Every organisation can define weights according to its own strategy

  • It supports changes over time as business priorities evolve

  • Customer rating remains meaningful, not generic

  • Decision making improves: credit control, sales planning, risk management

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