Top 3 Frameworks to Make Research Easier

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Maksudasm
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Top 3 Frameworks to Make Research Easier

Post by Maksudasm »

When working with metrics, a number of questions arise: which one to choose, when and how to start measuring it, how to conduct analysis? It is important to determine whether the indicators are suitable for the product and whether they will provide unnecessary or redundant information. Large companies use certain tools for research. For example, Google works with frameworks. With their help, it is possible to measure and analyze indicators. Let's talk about some of them:

HEART
Happiness, Engagement, Adoption, Retention and Task success (HEART) was created directly in the corporation itself and works in the digital sphere. With its help, it will be possible to track the user experience, which is often called User Experience. Analytics are collected in the following categories: adoption, retention, success, involvement, happiness.

There are no specific metrics in tunisia email list User Experience, so they are thought out individually each time. The reason for this is the difference in the products that companies produce, therefore, they need their own approaches and analysis system.

Happiness

Happiness

User opinion about the service/product

Examples of metrics: ease of use of the product, satisfaction with it

Engagement

Engagement

How interested is the audience in the product? Does the customer continue to use the product after trying it for the first time?

Examples of metrics: how often a user returns to a product, how long the interaction with it lasts

Adoption

Acceptance

The user gradually makes it a habit to use the product regularly, he waits for new versions to be released and discusses it with his environment

Examples of metrics: how often and how many clients update the version of the program, renew subscriptions

Retention

Retention

The audience, a specific person, becomes loyal to the product and regularly returns to it

Examples of metrics: repeat purchases, user activity and interaction with the product over time

Task Success

Success

Success of the main tasks. The main technical data are taken into account: the number of errors and productivity

Examples of metrics: photo loading time, information search time

PULSE
Page views, Uptime, Latency, Seven-day active users and Earnings (PULSE) measures and evaluates performance. And if we compare PULSE and HEART, the first one evaluates the work of the product itself and is used most often in digital, like the second one.

PULSE is responsible for certain indicators. For example, it determines the period of service uptime, the number of active users who return to the platform within a certain time, the number of page views.

AAARRR (or AARRR) funnel
There is another funnel that evaluates the main stages of interaction between the client and the product, it is called AAARRR. It is necessary to clearly distinguish the steps of working with the user and track the indicators at each of them. It is believed that there can be six such stages, if Acquisition is included, and five if it is not used - accordingly, two abbreviations are used: AAARRR and AARRR.

How successful customer acquisition is can be understood by the marketing funnel:

Awareness​ Introducing the client to the product
Acquisition​ The client became interested and left his contact information.
Activation​ The client understood the value of the product and started using it
Retention​ The customer uses the product constantly
Referral (Virality) The customer shares information about the product
Revenue (Yield) The customer pays for the product.
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