Analytics Mastery Session 18 : Frequency of Purchase Analysis

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  • čas přidán 6. 09. 2024

Komentáře • 16

  • @ujwalkumar1040
    @ujwalkumar1040 Před 6 lety

    frequency of purchase analysis is a crucial milestone in the field of sales and marketing, this analysis gives rise to various frames where improvement of company can take place, be it in terms of sales, revenue, or marketing figures.
    advantages,
    1)Frequency of purchase analysis can be tracked for people who purchase less frequently in recent past and proper measures can be taken behind the reason of so, to improve the sales quotient, to improve customer satisfaction and retentivity.
    2) measures can be taken by segregating people who buy more frequently, to retain them, so that other companies don't take away existing customers.
    3)if there is a marketplace like amazon or e-retailers, there can be measure of frequency by different retailers inside the domain and comparision of product and customer satisfaction can take place. this will also increase competancy within the unit to deliver better performance.
    4)The market trend can be found out, and it can be surveyed, by products having more frequency will have better present value in market compared to lower ones.
    5) Sales of different areas and products can be pivoted and area wise analysis and improvement can take place.
    disadvantages,
    1) customers with great potential and lower frequency are ignored at times, which is loss for company in longer run, as retention isnt taken care of.
    there are not many other disadvantages, compared to stastical advantages of this kind of advantages.
    this is used by major conglomerates like walmart, amazon, flipkart, paytm, phonepe, oyo, etc in various ways.
    thank you,
    team: positive negative
    Sahil nain & ujwal kumar

  • @farheenn4422
    @farheenn4422 Před 6 lety

    Frequency of purchase analysis is a panel data measure. It is the number of times your average buying household purchases your product over a whole time period (usually a year). It helps to understand the reach of the brand and develop strategies to promote the brand.
    Applications:
    1. It helps to focus on those outlets and regions where there is less sales of the product.
    2. It analyses the weak spots of distribution and can also be used as a tool to reward retailers based on their promotion strategies.
    Example:
    Brittania used this method to increase frequency of purchase in those outlets with less sales by introducing prizes to those retailers who gave the best presentation of the product. This not only caught the customer's eye, but it also interested the retailers more for purchase.
    Advantages:
    It helps to estimate and increase the repeat purchase rate.
    It helps to identify the best retailers and provide them with incentives and rewards.

  • @harshbhardwaj2882
    @harshbhardwaj2882 Před 6 lety +1

    The number of times a person or company buys a good or service or buys goods and services from a single seller. For example, milk has a high purchase frequency because it is consumed quickly. The purchase frequency of cars is lower than that of milk but higher than houses. Because items with high purchase frequency present more opportunities for customers to buy from different sellers, these sellers advertise themselves and their products on a nearly constant basis. This is not as necessary for products with lower purchase frequency because brand loyalty tends to be higher.

  • @mdhusain1720
    @mdhusain1720 Před 6 lety

    Frequency is defined as the number of times that a customer has made a purchase from you. It is an integral part of the trilogy called Recency, Frequency, Monetary (RFM) analysis that is used to predict customer response in direct marketing promotions. Frequency is often a powerful predictor of response, but it is seldom as powerful as Recency. We can easily illustrate the differences by comparing the response rates of the same group of people based on their recency and their frequency.

  • @vaibhavinbox400
    @vaibhavinbox400 Před 6 lety

    This helps to understanding pattern of any particular brand by which we can focus our brand sells

  • @Gauravsharma-ml1br
    @Gauravsharma-ml1br Před 6 lety

    Frequency is an integral part of the trilogy called Recency, frequency and monetary (RFM) analysis that is used to predict customer response in direct marketing promotions. Frequency of Purchase analysis is the number of times an average customer buys a goods or services from a single seller in a given time period. Purchase Frequency remains the same regardless of which sales measure is used. For example: FMCG products have more purchase frequency than any other products like superior goods etc. The objective is is to motivate existing customer base to buy more often and retain them.

  • @syedaayeshaali9476
    @syedaayeshaali9476 Před 6 lety

    Purchase frequency is the number of times an average customer buys a good or service from a single seller in a given period.In ecommerce, acquiring customers is only one piece of a big pie. It’s equally important that you understand and track how receptive your existing customers are to your store, and find new ways to grow the profitability of your brand. In terms of growing profitability, you’ve got two main options: you can focus on getting people to buy more during each visit (average order value) or you can get them to shop with you more often (purchase frequency).Purchase Frequency is a metric that calculates the average number of times a customer makes a purchase within a set time frame.This provides you with insight on how to structure your marketing to best suit the buying behaviour of your audience. While knowing the number of purchases is useful, it is also important to use that number to calculate the time between purchases.

  • @chakradharshinde3738
    @chakradharshinde3738 Před 6 lety

    An important part in the design of any promotion or customer oriented action is on efficiency assessment.

  • @apurvanisal8230
    @apurvanisal8230 Před 6 lety

    "An important part in the design of any promotion or customer-oriented action is an efficiency assessment. The high cost of product promotions increases the value of any knowledge regarding the probable reaction or level of sensitivity of customers towards in-store price variations. The question is how to identify the customer characteristics underlying differences in purchase behaviour and how to devise ways of measuring the impact of different purchase behaviour patterns on purchase decisions. "

  • @ayushsinha277
    @ayushsinha277 Před 6 lety

    Team Name: The Blues
    Purchase Frequency is a metric that calculates the average number of times a customer makes a purchase within a set time frame.This provides you with insight on how to structure your marketing to best suit the buying behaviour of your audience. While knowing the number of purchases is useful, it is also important to use that number to calculate the time between purchases.
    Applications:
    .1)Create Retention Email Campaigns
    Email marketing is one of the most effective marketing tools that an online store has at their disposal. Email marketing works wonders for increasing your repeat purchase rate. A classic example of email marketing in action is sending a “we miss you” email. This is an email you send to a customer who hasn’t made a purchase in a while and who might be moving outside of your normal purchase frequency average.
    2) Start a Loyalty Program
    A loyalty program can actually help with both average order value and purchase frequency. The enrolment in a loyalty program encourages a customer to shop with you again (increase repeat purchase rate) instead of choosing a competitor. Once a shopper is enrolled you can use points to motivate them to shop more frequently (increase purchase frequency).
    3)Introduce Elements of Gamification
    Do you remember those moments when you’re having fun collecting points, getting ahead of your friends on a leaderboard, and feeling successful in accomplishing something? That’s gamification. Gamification is the addition of game mechanics in situations that are not particularly tied to gaming.

  • @abhishekjadhav3082
    @abhishekjadhav3082 Před 6 lety

    Application:
    A loyalty program can actually help with both average order value and purchase frequency the enrolment in a loyalty program encourage a customer to shop.

  • @dishachoudhury6542
    @dishachoudhury6542 Před 6 lety

    This helps to get the frequency of purchase of a good or service

  • @filmidarshak4548
    @filmidarshak4548 Před 6 lety

    Frequency Purchase Analysis helps you determine how frequently a customer is purchasing from you. Target those customers who have stopped purchasing from you.

  • @snehalkumarnishanrao7139

    Three Tips to Increase Purchase Frequency
    1. Create Retention Email Campaigns
    2. Start a Loyalty Program
    3. Introduce Elements of Gamification

  • @sushmitsharma1504
    @sushmitsharma1504 Před 6 lety

    Team Members: Harsha Chaturvedi and Sushmit Sharma
    Team Name: ClassMate
    One application of this technique
    The frequency of purchase is an important metric in the sales
    department as it helps in managing the sales figure plus important to
    analyze the growth of the brand. The major application used by the organization of this technique is to help understand the buying
    pattern of their product or the brand. The frequency numbers help in
    the further planning of the company to increase in overall sales i.e.
    revenue at the end.
    Companies using this technique or used case study
    Every company who deals with customers use this technique, especially
    the apparel company uses this technique to increase overall sales.
    The companies are Adidas, Calvin Klein, Levis, also Mobile phone
    manufacturers like Samsung
    The advantage of this technique
    The advantage of this technique is:
    Pattern analysis of the sales coming for the brand, which can help in
    focusing the area, a retailer whose frequency is down to make their
    sales increase too
    Clearly helps in increasing the ROI of the company or brand
    Provides a greater understanding of loss and profit
    It helps in keeping the loyal customers happy