B2B Marketing with power of AI - Key to success
B2B marketing refers to the marketing of products or services from one business to other businesses and organizations. Broadly speaking B2B marketing strategies largely depend on how brilliantly you have created a dossier for your ideal buyer persona. It includes many tasks like demographic research, listening to industry experts, analysing existing customers, digital touch points to gather more data and finally compiling and filtering a set of attributes which can be used to prospecting customers.
All these are not an easy to execute tasks and there is a chance of delay in decision making which may impact revenue/ customer growth in this fast-moving world. Based on my experience and understanding of marketing, any seasoned marketer should use all existing marketing mix practices powered by AI and machine learning.
Let’s consider few tasks of B2B marketer to discuss it further.
Improvement in Quality & Quantity of Leads
Potential of handling high quantum of data getting captured through various sources like Social media, company website or any other touch points and using intelligence it can provide a quality chunks of leads where conversion rate to actual sales will be much higher at optimized cost as focus will get shifted on identified target with high quality.
Considering a scenario 1, we are targeting 1000 leads for Sales with an average 4% conversion and acquisition budget is Rs 5 lac.
Considering a scenario 2, we are targeting 400 leads for Sales with an average 10% conversion and acquisition budget is Rs 2 lac.
Don’t you think if you create scenario 2 for your company, CMO (Marketing Head) will appreciate like anything.
This process is just a way to filter set of data from your earlier targeted base with very high probability to convert based on descriptive statistics, feature selection, principal component analysis and some complex algorithm of machine learning which will help in developing artificial intelligence in the system to identify the filtered target base.
Campaigns Optimization
Intelligent targeting is the key to success for any campaign effectiveness.We should think of very creative, customized and meaningful content for our campaign to create demand for your product.Predictive analytics help a seasoned marketer to determine future customer responses or purchases based on past behavior and modeling patterns. You can anticipate the interest or desire to purchase and accordingly match it with your content for campaign through right channel at right time during buyers’ journey.
Predictive analytics in digital age is not an easy task but very useful once done. As said above, there are unlimited data streaming from various sources in different format i.e structured & most of the times unstructured format like data fetched from Twitter/Facebook or any other digital sources. To capture those data and getting insight out of data with different variety and high volume requires skills of machine learning, big data tools, concept of statistics, geometry, algebra & sometimes calculus also.
Hence, many companies prefer outsourcing as a better option instead of recruiting own house talent. But in my views, they are wrong. Skills of data-based decision making combined with business domain knowledge can do wonder.Trust, all these practices are very much feasible, and many companies are using it. As it happens for any new process implementation, the first mover gets benefited always in this competitive world. Remember we are living in the world of blogs, podcast, influential social media, email and many more digital tools that can be of good source of data and anticipate decision making with power of AI.
Associate Director - Deloitte Consulting | Airtel | Vodafone | Idea
4 年Very insightful Amit Pandey . Keep on sharing ,??
Communication - Graphic Designer @ Saint-Gobain International IT Delivery Centre| Motion Design, Creative Services
4 年Awesome blending of AI & Marketing. Keep writing such stuffs
Chief Executive Officer and co-founder ED4WO Private Limited, trying to build an aspirational organization in Study Abroad Industry.
4 年Good job Amit. Keep sharing..
Founder Joint Step Consultants Pvt Ltd
4 年This will help me thanks for posting ?? very well written try to Publish it in any Journal or magzine