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Is Your B2B Contact Leads Database Ready for the AI Revolution?

posted by Margaret Spencer on August 16, 2017

Is Your B2B Contact/Leads Database Ready for the AI RevolutionOne of the main takeaways from Salesforce’s 2017 STATE of MARKETING report  is that investments in AI has outpaced spending in other marketing tech areas. B2B marketers are adopting AI technologies ranging from predictive lead scoring to chatbots in droves. But before you get caught up in the hype, there’s one thing you need to nail down before you start applying AI into your marketing processes: Is your B2B contact leads database ready for AI at all?

To answer this, we first need to separate the reality and the publicity behind AI’s capabilities in B2B marketing today. MarTech Advisor points to four key areas where B2B marketers can realistically expect AI to lend them a helping hand:

  • Scoring and ranking leads.
  • Segmentation and content personalization
  • Discovering and implementing Marketing automation strategies
  • Sales enablement and acceleration

At its present development stage, the best that AI technology can do is allow you to carry out the tasks in each of the above activities more efficiently. While some aspects of AI can uncover prospect behavior invisible to the unaided human B2B marketer, the reality is that AI remains just a tool, and tools are only as effective as the persons and processes using them.

So if you think AI has a place in your marketing toolkit, you first need to take a good look at your B2B contact leads database.

Like everything else in marketing, AI depends on good data. The data currently sitting in your CRM and datasets you’re about to collect need to meet some basic requirements before starting AI-enabled campaigns. In an interesting video series, Brandon Rohrer at Microsoft Azzure thinks of data science and AI as a lot like making pizza: the better the ingredients (your data), the better the final product (marketing insights).

There are four qualities that any dataset must satisfy to be ready for AI and data science:

  1. Relevant: Do the fields and records in your B2B contact leads database help you answer the questions you’re exploring? For example, which lead attributes in your CRM influence the likelihood that a prospect turns into a customer within the next quarter?
  2. Accurate: How reliable are the models/profiles generated from your marketing database? Do the records contain incorrect, outdated, redundant, or invalid entries?
  3. Connected: Are there significant gaps in your marketing data? What percentage of records contain empty fields?
  4. Sufficient: Do you have enough records to build robust AI models?

While each of the above criteria is important, we need to carefully consider sufficiency. AI requires data–lots of data. The algorithms that power most AI applications run on vast amounts of examples in their training set. In general, the more examples you use to train an AI algorithm, the more accurate the resulting model gets.

So before you think about applying AI in marketing, you first have to bring your contact leads database up to snuff.  Use the previous ideas as your guidelines and maximize the power of artificial intelligence.

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Context- based Data Tailoring for Data Verification

posted by Margaret Spencer on March 31, 2017

  Data verification is critical in appointment setting and lead generation. This is not because it will give out the correct data about our client but that it also additionally assimilates long term data function in your database. Insignificant data are hindrance in the data verification. At times,  a single erroneous data will prompt more […]

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Why You Shouldn’t Overlook Invalid Email Addresses

posted by Margaret Spencer on March 29, 2017

“What would happen when a customer registers an invalid email address into the marketer’s online registration, contact form or subscription page?” Clients were asked  about the rate of their typo errors and their replies were mostly “If it bounces back, my ESP filters it out and removes it from my list. It’s not much of […]

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Looking for IT Lists? Here’s What You Should Keep in Mind

posted by Margaret Spencer on March 22, 2017

  The IT business is among one of the industry behemoths in the world today. With the fast-paced upgrades in innovation, businesses and a lot more are fusing IT in their operations. Likewise, the advancement of more up to date and more effective software has many businesses testing the market and opening their ways to […]

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Imperative Maitenance in Data-Driven B2B Marketing

posted by Margaret Spencer on March 2, 2017

As effortless as it may sound when said, maintaining data is not actually something that you can just breeze through. Even key employees, in many instances, acclimate to the gaps brought about by terrible data and the matter in question gets to distinctly escape the B2B marketing leaders. Taken cover behind those bounces and unsubscribes, […]

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B2B Email Marketing: On Point Opt-In Email List (Part 2)

posted by Margaret Spencer on January 10, 2017

Email List Building Best Practices As you make your email list of opt-in B2B prospects, you need to be able to do the best practices possible. Use “Short” Forms When asking B2B prospects for personal information, keep your form simple and straightforward. Construct your form in a way that it’ll only get a minimum yet […]

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B2B Email Marketing: On Point Opt-In Email List (Part 1)

posted by Margaret Spencer on January 6, 2017

The idea of creating a totally opt-in email list with no help (such as a reliable third party source) can be an overwhelming activity. So how would you do it as efficient as you can so that you can proceed to getting and nurturing leads the soonest time possible? Here’s how! Step 1: Attracting B2B […]

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Choosing the right database/contact list provider

posted by Margaret Spencer on September 29, 2016

There are an overwhelming number of database and contact list providers globally and each of them comes with their own edge and potential issues. Given this, choosing one could really get challenging. So here are some of the key considerations that would guide you in picking the right match. Create a data set that satisfies your business’ […]

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Why Purchasing a List is the Key to a Successful Kick-Off!

posted by Margaret Spencer on February 8, 2016

List Purchasing is something we tend to rely on when we are looking for prospects and possibly leads. Although, some might already have an alternative in getting leads, it doesn’t mean that it’s more reliable than having a list on our hands. Purchasing a list that can help you have a successful Kick off is one thing […]

Posted in B2B Contact Database | B2B Leads | B2B Mailing Lists | Database Leads | Database Providers | Purchasing Record Lists | Record Lists with no comment


3 Reasons Why We Offer a Data Verification Service

posted by Margaret Spencer on January 28, 2016

No matter what industry you cater, one thing is for sure, you need accurate and consistent information to get your business started, and to get that accurate and consistent information means you need to purchase it or make your own. And we all know making our own data will take a lot of our time. […]

Posted in data cleansing | data profiling | Data Records | data verification | Database Providers | Lead Generation | Leads Database with no comment


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