Today business using big data & machine learning to
learn about customers behavior. With
customer behavior analytics, business is able to make data-driven decisions
because they have an individual-level view of their customers. When business
know exactly what customers want, what they do and look for, and how they may
act in the future, they are in a better position to create personalized
customer experiences and increase customer loyalty. McKinsey found that 50% of companies making
use of customer behavior analytics are likely to have sales significantly
above their competitors, 6.5 times more likely to retain customers, and 7.4
times more likely to outperform competitors in making sales to existing
customers. Overall, organizations that correctly utilize customer behavior analytics
are 19 times more likely to achieve above average profitability.
If you want to enhance your business performance and make
improvements in your marketing campaigns, then, here are some practical
points to mine valuable data:
Buying History: Today almost every business is
capable of generating useful data on the basis of customer previous activity.
Abandoned Products/ Services: Customers doesn’t interact
with your product or services again & again. Below are some reasons why they are interacting
with your products.
·
Product exceeds budget and customer waiting for
price to fall.
·
Maybe they look for other similar product.
·
They are interest but take some time to
finalize.
You keep an eye on the customer activity:
·
You may offer the best discount so they can take
decision to finalize.
·
Notifying customer about awaiting product.
Referral Traffic: To amplify growth and push sales
numbers, ecommerce stores invest in affiliate marketing. The traffic that
arrives from such affiliate resources also brings diverse data which can be
mined
with the help of Google Analytics or other ecommerce Analytics tools.
Page Insights: Some website pages are more critical
than others from sales perspective, and it’s important to know how they are
performing individually. Again, tools like Google Analytics and Adobe can help
you unearth numbers that will give clear understanding of:
·
Traffic Sources
·
Page performance
·
Bounce Rate
User Profiling:
More you know about your audience, better experience you can deliver in
the long run. This is the reason why ecommerce stores highly value user data
and take steps to gather as much as they can. Below data figures influences
product expansion as well as marketing approach:
·
Age
·
Gender
·
Income Group
Site Search: Search is a popular channel of product
discovery on ecommerce platforms. Search queries made by registered users can
tell:
·
How many times search results in purchases?
·
What they are looking for?
·
What type of keywords they use?
Physical Purchase History: Besides being active
online, some brands also have offline presence. Companies that realize the
importance of user data collect mobile number, email, birthday, and other
details to build a database that can be used to tailor experience and improve customer
service.
Marketing Campaign Data: Marketing campaign data plays
an important role in that. You can note some points below:
·
Clicks
·
Session Length
·
Bounce rate
·
Conversions
Research Insights: You can also do some research on market to know how market
performs as per the customer.
Reviews: Customer reviews on your product &
service also helpful to know what customers want.
Challenges Business’s face to use customer behavior data
Unfortunately, companies struggle to optimize customer behavior
analytics when they use customer experience management solutions that do not
use all customer data sources, that keep data in silos, that do not provide
drilled-down customer insights, and that do not fully integrate disparate
customer data types. Companies also struggle to benefit from business
analytics solutions when they have too much data, when they
lack real-time customer data to accurately map out customer journeys, when they
cannot collect and store massive amounts of data, when they fail to implement
the right technology, and when they fail to protect customer data. We provide One stop solution from data collection to
strategy making.
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