Marketing automation systems generate huge amounts of not-very-well-structured data and analyze click streams in response to campaigns. In companies with large lead counts, the reporting engines have to handle tens of millions of rows – but the tables are very narrow (typically, less than 10 columns) so report outputs don’t involve a ton of query logic…just a ton of raw data.
CRM and marketing automation differs in purpose, users, and uses. It is, however, not a choice between two systems since each plays an important role in your business – driving productivity and efficiency of your sales team and marketing team, and ensuring the effectiveness of your marketing campaigns and sales efforts. Furthermore, the connectivity of each system is such that they can integrate with one another and share and access information.
ONTRAPORT’s mission is to “support entrepreneurs in delivering their value to the world by removing the burden of technology.” It aims to do this by allowing companies to get a complete visualization of the customer journey. Knowing that many small businesses struggle to gain a clear understanding of how their marketing efforts are paying off, ONTRAPORT is built to help them see how customers respond to messages — via SMS, email, postcards, and landing pages — through data. This information, in turn, can be used to build compelling campaigns within the platform.
In most companies, marketing people don’t man the phones, they don’t qualify leads and they don’t really participate in the sales cycle.  Consequently, they aren’t measured on revenue the way the sales team is: their metrics are focused on the number and quality of respondents, including the total value of the pipeline (the “open” deals, not the closed ones).
There are plenty of businesses that rely on close personal relationships, where that have a hand-picked set of leads that their sales team works to turn into deals. They need to track what's said, note personal details about the contact, and make sure they know when they need to follow up. That's where the dozens of great traditional CRM apps come in, as we looked at in chapter 2. They're tools that can help your business track all of the info about your customers, your conversations with them, and convert them from leads into deals.

Even the simplest CRM system will use a dozen database tables to manage these processes, and some of the tables are quite wide (it’s not at all unusual to have 200 columns for the Account table) and tables may have several children.  The tables, however, hold standard data types (almost never a BLOb), and documents that might be attached (pointed to from tables) are static files and not part of a document management system.  However, CRM systems typically have several integration points with other parts of the corporate infrastructure (such as contract management, electronic signature, shipping/distribution and accounting systems).
At its best, marketing automation is software and tactics that allow companies to buy and sell like Amazon -- that is, to nurture prospects with highly personalized, useful content that helps convert prospects to customers and turn customers into delighted customers. This type of marketing automation typically generates significant new revenue for companies, and provides an excellent return on the investment required. 																		

Personalization As you build out your inbound marketing and marketing automation strategy, you will learn more about your leads. This learning process will empower your company to re-invest that data into refining your marketing strategy. Marketing automation software will help you streamline this process and build 1:1 connections with hundreds of thousands—and even millions—of users.
The effective marketing automation system is actually a content management system in disguise, so it must explicitly manage its content assets through a lifecycle. As those assets are typically stored on the company’s website, the marketing automation system needs to be able to rapidly generate attractive registration and download pages. Since prospects’ behavior can’t be predicted in advance, marketing automation systems need to have workflow management features to facilitate “A/B split testing” that provides data to guide the refinement of web pages and campaign sequences for optimal results.
“Set it and forget it” solution. Marketing automation is a remarkable tool that helps marketers achieve results. But those results don’t happen without a the right processes, strategy and effort set in place. Marketing automation is meant to enhance and support marketing and sales, NOT become a one-size-fits-all substitute. So don’t sit back and expect marketing automation to magically achieve goals without you.
Marketing automation platforms allow companies to deliver promotions on, say, flash sales, to small segments of the customer universe based on targeted campaign objectives, or revenue goals for a particular territory or population. AI and analytics tools either can or soon will be able to create predictive models that can drive even more revenue with fewer customers contacted per campaign, depending on the tool and to which CRM platform it connects. 																		
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