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RFM model
Consumer Behaviour anaLYTiCs
Group memBers: pGCm-4
BiTasTa Bhadra 1407
ChinTan desai 1408
naYana mahajan 1417
nishanT naGda 1420
Submitted to:
Mr Mehul Joshi.
RR
FF
MM
Collaboration Exercises #2, pg. 366
WhaT is rFm?
WHY RFM?
Collaboration Exercises #2, pg. 366
Getting started with
RFM...
Collaboration Exercises #2, pg. 366
Collaboration Exercises #2, pg. 366
Collaboration Exercises #2, pg. 366
Collaboration Exercises #2, pg. 366
RFM Calculation
Recency Frequency Monetary RFM
5 5 4 554
5 5 3 553
5 4 5 545
5 3 3 533
5 3 3 533
5 3 3 533
Contd…
Similarly, we code the other quintiles and combine the scores to obtain RFM
values.
“555” is the best score.
Collaboration Exercises #2, pg. 366
Life stages for RFM model
High Potential Falling Potential
High
Value
Low
Value Stage 1
Stage 2 Stage 3
Stage 4
RFM Life StageRFM Life Stage
Stage1: Triers
Stage2: Buyers
Stage3: High Value, but
Falling Potential
Stage4: Low Value &
Falling Potential
What is RFM Analysis?
 RFM Analysis helps companies decide which customers to give selected offers
and promotional items.
 It is a process for companies to find ways to increase customer spending.
 Companies can even use it to target lost customers and give them incentives
to purchase items
 RFM Analysis can help companies keep track of their customers and build a
relationship that can increase sales and productivity.
 It also identifies minimal losses – customers spend low dollar amounts in small
quantities
Strengths of RFM Analysis
 Companies have data that can be used for target marketing.
 Marketing budgets will be focused on customers who are more recent, more
frequent and spend more.
 Specific targeting can increase profit and reduce costs; companies gain by not
spending on customers who will not add value
 You can offer incentives to middle scoring customers to increase their
purchases
 Analysis is quick and easy to interpret.
That’s all folks..!!!

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RFM model for analyzing consumer behavior

  • 2. Consumer Behaviour anaLYTiCs Group memBers: pGCm-4 BiTasTa Bhadra 1407 ChinTan desai 1408 naYana mahajan 1417 nishanT naGda 1420 Submitted to: Mr Mehul Joshi. RR FF MM
  • 6. Collaboration Exercises #2, pg. 366 Getting started with RFM...
  • 10. Collaboration Exercises #2, pg. 366 RFM Calculation
  • 11. Recency Frequency Monetary RFM 5 5 4 554 5 5 3 553 5 4 5 545 5 3 3 533 5 3 3 533 5 3 3 533 Contd… Similarly, we code the other quintiles and combine the scores to obtain RFM values. “555” is the best score.
  • 12. Collaboration Exercises #2, pg. 366 Life stages for RFM model
  • 13. High Potential Falling Potential High Value Low Value Stage 1 Stage 2 Stage 3 Stage 4 RFM Life StageRFM Life Stage Stage1: Triers Stage2: Buyers Stage3: High Value, but Falling Potential Stage4: Low Value & Falling Potential
  • 14. What is RFM Analysis?  RFM Analysis helps companies decide which customers to give selected offers and promotional items.  It is a process for companies to find ways to increase customer spending.  Companies can even use it to target lost customers and give them incentives to purchase items  RFM Analysis can help companies keep track of their customers and build a relationship that can increase sales and productivity.  It also identifies minimal losses – customers spend low dollar amounts in small quantities
  • 15. Strengths of RFM Analysis  Companies have data that can be used for target marketing.  Marketing budgets will be focused on customers who are more recent, more frequent and spend more.  Specific targeting can increase profit and reduce costs; companies gain by not spending on customers who will not add value  You can offer incentives to middle scoring customers to increase their purchases  Analysis is quick and easy to interpret.