The holiday season presents a significant opportunity for sellers to capture unprecedented sales on Amazon. Cyber Week alone, the seven-day period beginning the Tuesday prior to Thanksgiving and running through Cyber Monday, is expected to account for 40 percent of all e-commerce sales during the holidays. The bulk of those holiday sales are likely to occur in one place: Amazon.com.

I have never been a big fan of the term "360-degree view of the customer," mostly because you never can have a complete view of your customers. It's simply impossible. Things happen that you don't capture in the data, as CRM guru Paul Greenberg has pointed out. They get divorced, their dog dies, they get a really nice birthday gift. Those things can affect customers' buying behavior.

"The reality of relationships is that people buy from people they like, know and trust," said Nimble CEO Jon Ferrara. "In the old days, before we ever engaged in selling, we made a connection by looking at books, things on the shelves, that kind of thing. Today, we're doing that more and more electronically. Social is the perfect way to know more about somebody, and that's actually your job."

Nowhere is the customer experience more vital to the long-term success of a business than in retail. This is particularly evident as retailers work to ensure that brick-and-mortar shopping experiences are as seamless and personalized as those offered by their digital counterparts. Nearly 80 percent of Americans are now online shoppers, according to Pew Research Center findings.

There's an emerging theme in sales and marketing that I expect could influence some of the messaging associated with upcoming events like Salesforce's Dreamforce and Oracle's OpenWorld. Each company will have lots to say about security, analytics and machine learning, the IoT, and blockchain, but what's under the radar is the practical application of much of this to marketing and sales.

AdTheorent, which offers a machine learning platform for advertisers, has announced AdTheorent Relationship Targeting. This new product allows advertisers to harness the power of relationships with family members, cohabitants or friends to influence a consumer to take desired actions. Word of mouth is the primary factor behind 20-50 percent of all purchasing decisions, AdTheorent noted.

Shopping: It's not what it once was. Forget the long drive to the mall and countless hours of browsing. Customers now simply log in from the comfort of their own home to have the world at their fingertips. The massive uptake of e-commerce is an unprecedented shift in consumer behavior, expectations and purchases. The evidence is clear: Internet shopping is the most popular online activity.

Versium has announced a partnership with LiveRamp to launch artificial intelligence-powered B2B audience segments,as part of a new business-to-business data management platform. The partnership will let companies perform online targeting of offline business professional data that often is housed within their own CRM systems. LiveRamp customers will get access to Versium's modeling engine.

The ability to collect massive amounts of data represented a huge leap forward in customer service and communication when CRM first hit the market as a marketing, sales and data management tool. However, CRMs aren't a holy grail. Data management is one thing. Using data to understand what customers really need -- not just what you think they do -- and how to engage them is another thing entirely.

EverString, a San Mateo, California-based startup that offers artificial intelligence software for business-to-business sales, marketing and operations teams, hasy released FIRE, a four-point strategy to improve sales performance. The FIRE methodology is designed to unite and simplify the goals of sales and marketing teams. "FIRE" stands for Fit, Intent, Recency and Engagement.

Openprise has announced new partnerships and a new service designed to streamline marketing automation and account-based marketing operations. The new partners offer capabilities such as reverse-IP lookup, business-to-personal-email address lookup, business data in the UK, and more in-depth business-to-consumer and business-to-business data capabilities.

Sonobi and LiveRamp have partnered to help marketers improve targeting. The partnership will let brands and agencies build media packages using the Sonobi JetStream multichannel ad platform and LiveRamp's identity resolution system. "Sonobi has a forecasting and planning engine that understands the visitation patterns of an individual user across the open Web," said CEO Michael Connolly.

Salesforce has inked a deal to acquire marketing analytics company Datorama. The acquisition will give Marketing Cloud a power boost by expanding data integration and intelligence, according to Salesforce. The newly acquired tech will give marketers the ability to unlock insights across channels and data sources, providing a unified view that can help companies make smarter decisions, it added.

MaritzCX has unveiled preconfigured B2B CX templates that monitor key financial indicators; metrics for customer touchpoints, including NPS and OSAT; business-specific outcomes; and overall account performance. Integrated into the MaritzCX Technology Platform, "the dashboards become a hub that aggregates all of the data being monitored," said Jennifer Rubin, MaritzCX associate practice leader.

"There's a gap in performance across B2B selling, because buyers are innovating faster than sellers are getting better at selling," said Miller Heiman Group CEO Byron Matthews. "Sales enablement's function is to try to close that gap. It's not sales operation ... . It's more strategic, in terms of trying to drive sales performance by getting better content and coaching services for salespeople."

The close of Q2 ends the first wave of vendor customer events. Still to come this fall are Salesforce Dreamforce and Oracle OpenWorld -- and others -- but mercifully, we have the summer to digest all the information absorbed this spring and re-sync with our native time zones.For starters, CRM doesn't appear to be slowing down. As an industry, it's rated at about $35 billion in revenues.

B2B customer support firm TeamSupport has added sentiment analysis technology, powered by IBM's Watson, to its customer relationship platform. The new tech provides automatic text analysis of email or chat responses to assess how a customer feels, so customer support teams can prioritize and personalize their outreach efforts. It includes predefined categories such as "satisfied" and "frustrated."

Salesforce has announced integrations between its Marketing Cloud and Google Analytics 360 that equip marketers with a broad range of new capabilities. Marketers now can view consumer insights from both Marketing Cloud and Analytics 360 in a single journey analytics dashboard. If they see a high rate of browse abandons, they can create a tailored journey to re-engage them, for example.

One of the top current trends in the CRM space is that AI offers "the ability to gain insight, and the most important example is visitor tracking," said Dimitri Ahkrin, president of CRMDialer. "That's a big component -- knowing how in real time to react to something a prospect is doing on a site. It's going to allow prescriptive recommendations about what to do in a particular moment."

Cien this week released its AI-based Data Enhancement Services to help companies manage CRM records in Salesforce Sales Cloud implementations. Data Enhancement Services "is an optional standalone Cien offering for companies that aren't ready to start tackling their sales productivity traps and feel a more urgent need to augment their CRM data," noted Cien CEO Rob Käll.

"There's this notion that software is primarily something you have to work for," said Jon Lee, CEO of ProsperWorks. "There's a lot of data entry, a lot of navigating screens and moving between different windows. Software as it was designed in the 1980s was a database for recording information. The trend you're seeing today is ... what if my software works for me?"

It was once common knowledge that Apttus was the next big acquisition target on Salesforce's radar, until Salesforce decided to acquire another CPQ vendor to augment its Sales Cloud. In the two-ish years since, Apttus has nicely pivoted, diversifying its partner base and justifying its existence with a new strategy and nomenclature around what it calls the "middle office."

Oracle -- or could we say "Autoracle"? -- has introduced more autonomous products, generally in keeping with what I see as a build-out of an information utility. The products include Autonomous Analytics, Autonomous Integrations, Autonomous Builder code generation and free premium service. The autonomous products broadly leverage a variety of analytics and machine learning tools.

For some time, it has been my impression that in the CRM market, all -- or at least most -- of the good ideas have been taken. It's been a long time since we've seen a new systemic approach to front-office business. It's even been a long time since we've seen a major innovation at the department level. CRM itself was a systemic innovation in the last decade of the last century.

Demandbase officially announced ABM Analytics during its annual ABM Innovation Summit. The new tech, part of the company's account-based marketing platform, leverages its account identification technology to help marketers analyze performance from advertising to pipeline and revenue figures. "AI gives B2B marketers a clear view into the behavior of their target accounts," said CMO Peter Isaacson.

Facebook reportedly has developed a new advertising service designed to predict the future behavior of consumers. The service uses FBLearner Flow, an artificial intelligence prediction engine the company introduced in 2016. The technology enables companies to target people based on decisions they haven't yet made. The data the new service taps is aggregated and anonymized.

A number of trends have taken hold in the CRM space, according toHubSpot Sales Exec Brian Signorelli. "One of the first things that stands out to me is that, ironically, despite all the money that is spent on CRM overall, sales reps aren't spending that much time there," he said. "Instead, reps are using all these tools that are connected in some way to CRM, like email or sales acceleration."

Data science has become mission-critical to many enterprises. Companies in the U.S. will spend billions on third-party audience data in 2018 and even more on third-party solutions to use that data, as they move toward becoming model-driven. It's not just a matter of harvesting data and then crunching it; companies have to map data against their business model in order to get the most out of it.

Adobe this week introduced three features to its Target application in an effort to improve customer experiences through increased personalization: new Personalization Insights reports; Propensity score model comparisons; and Real-time customization models. These new features give users enhanced transparency and customization of Adobe Sensei-powered AI for personalization in Target.

"The rise of artificial intelligence, for sales teams both internally and externally, is the biggest trend in the industry," observed Rodrigo Vaca, vice president of marketing for CRM at Zoho. If you think of CRM as the centerpiece for your company, and you marry that with the escalating amount of data that each company is gathering each day, ... you can do any sort of analysis on it."