InsideView Apex: Determine TAM, ICP, and Look-a-Likes

InsideView Apex TAM Visualization
InsideView Apex TAM Visualization

Sales and marketing intelligence vendor InsideView launched their Apex “go-to-market decision engine.”  The new product combines InsideView and CRM data to assist with analyzing new market entry, identifying a firm’s Ideal Customer Profile (ICP), and assessing its Total Addressable Market (TAM).

“Smart B2B companies today are asking these questions: ‘Who are my best customers?’, ‘What are the new geographies and industries where I can expand?’, and ‘Are we going after the right customers and the right revenue?’,” said InsideView CEO Umberto Milletti. “We realized we had the technology, expertise, and data to help companies answer these questions quickly and with confidence so they never miss an opportunity. Business strategy shouldn’t be based on gut and guessing. And it shouldn’t require cumbersome data analysis. InsideView Apex uses cutting-edge technology and the best possible data so you can make the right decisions for your business.”

Go to market planning features include an ICP wizard, new/adjacent visualization tools with “what if” targeting analysis, TAM and market penetration analysis, new account and lead identification, and exporting of new ABM prospects to CRMs and MAPs.

“Revenue teams can use InsideView Apex to visualize performance against target segments in real time to optimize for success and focus resources on the targets with highest potential,” said Joe Andrews, VP of Product and Solution Marketing.  “Marketing can see performance indicators at each stage of the funnel as leads convert to opportunities and won deals. Sales ops can identify where leads or opportunities may be getting stuck to course correct in real time.”

The Apex account score is based on an AI algorithm which correlates attributes from deep company profiles that are proprietary to the InsideView Platform.  The account score is maintained and updated dynamically within Apex as customer ICP lists change. However, the account score is not currently pushed to CRM or InsideView for Sales.

If customers have also licensed InsideView Sales and Enrich products, ABM accounts are tagged.

Other visualization tools include a five-quarter historical view; market segmentation of leads, opportunities, and wins; and account whitespace (market penetration) analytics.

InsideView Apex Funnel Analysis Dashboard
InsideView Apex Funnel Analysis Dashboard

Apex integrates with Salesforce, MS Dynamics, Eloqua (Oracle Marketing), and Marketo.

Apex is licensed as an annual subscription and is priced in tiers based on company size which serves as a proxy for the number of market segments being targeted.

Apex is not the first tool in this category (e.g. D&B DataVision and DiscoverOrg AccountView), but it is emblematic of the expansion of sales intelligence vendors into market intelligence and strategic planning. When I started GZ Consulting six years ago, the sales intelligence firms were wary of entering the marketing realm, but the top sales intelligence firms are now offering ICP/TAM tools, marketing automation connectors, segmentation analysis, look-a-like prospecting, and data enrichment tools.  This shift goes hand-in-hand with the blurring of the lines between sales and marketing.  For example, sales engagement platforms provide cadence, analytics, and email marketing tools for sales reps alongside dialers and sales coaching.  We are also seeing visitor intelligence and intent data being displayed within CRMs.

“Most B2B companies perform go-to-market planning and analysis in product silos and often fail to involve sales and marketing teams early in the process – those who must execute the strategy.  Planning is a slow, manual process, based on limited information.  Most firms have few ways to measure market performance reliably against strategy, making it nearly impossible to course correct in real time. It’s time to change this.”

  • Forrester Principal Analyst Laura Ramos

A 2018 InsideView survey of 500 American sales and marketing professionals found that TAM measurement was non-existent (25%) or ad hoc (28%) at surveyed organizations.  Only 23% of respondents work at firms that regularly evaluate Target Demand.  The remaining 24% of firms perform Target Demand analysis annually.

“All of the efficient and creative demand generation in the world will be wasted if the targeting is off,” wrote the firm in their 2018 Sales and Marketing Alignment report.  “The shotgun approach to sales and marketing no longer works. There’s too much noise in the market and in prospects’ inboxes. The only way to stand out is to know who you’re targeting, and why and when they buy, and it can’t be done effectively unless both sales and marketing buy in it. Developing an ideal customer profile (ICP) and using it to determine your total addressable market (TAM) will help sales and marketing know exactly who to target, why they need your products, and when they need them.”

Satya Nadella and “Trust in Technology”

Microsoft CEO Satya Nadella digressed from standard earnings call topics two weeks ago to discuss the importance of ethics, privacy, and cybersecurity.  While he did not provide a specific reason for the digression, the Facebook hearings and impending GDPR implementation were likely motivators.

Nadella noted that the intelligent cloud and intelligent edge are “tremendous opportunities” for Microsoft customers, but that it is critical that both Microsoft and its customers “ensure trust in technology” across three dimensions: privacy, cybersecurity, and ethics. Nadella argued that “privacy is a fundamental human right” and that the firm has implemented an “end-to-end privacy architecture” which is GDPR compliant.

“For customers, we will provide robust tools backed by our contractual commitments to help them comply with GDPR,” said Nadella. “In fact, for most customers it will be more effective and less costly to host their data in Microsoft’s GDPR-compliant cloud than to develop and maintain GDPR compliance tools themselves.”

With respect to cybersecurity, the company spearheaded a coalition of 34 global tech and security companies for the Cybersecurity Tech Accord, “an important first step by the industry to help create a safer and more secure online environment for everyone.”

Nadella also announced the establishment of an AI and Ethics in Engineering and Research Committee at Microsoft “to ensure we always advance AI in an ethical and responsible way to benefit our customers and the broader society. This includes new investments in technology to detect and address bias in AI systems. Microsoft stands for trust, and this will continue to be a differentiating focus for us moving forward.”

Up until recently, information technology and social media have been viewed as social goods with few drawbacks, but now that we are all tied into the social communications fabric, we are beginning to worry about the dark side of such connectivity whether it be job losses through automation, the stripping away of privacy, the vulnerability of our networks to hacks, or the undermining of objective truth and democratic systems.

One step towards addressing these problems is the GDPR Chief Privacy Officer requirement with its focus on privacy and cybersecurity.  At most companies, this role is likely to be one of compliance, not ethics or broader social questions.  At a few, however, this role may grow beyond mere compliance and begin to address the broader social and economic issues posed by information technology.

 

Predictive Analytics Is Losing Steam as AI Becomes Prevalent across SalesTech & MarTech

On Monday, Radius Intelligence and Leadspace announced their merger and plans to become the “leader in B2B data intelligence.”  The firm, which will continue under the Radius brand, is no longer emphasizing predictive analytics.

The predictive analytics market has failed to develop as a standalone segment. According to Radius Chairman Darian Shirazi, the total investment in the space was over $600 million.  However, Gartner sized the market at $100 million to $150 million in 2016 revenue, suggesting that the promise of predictive analytics was developing slowly.

In his just released 2018 MarTech Landscape, Scott Brinker removed Predictive Analytics as a segment as machine learning is being integrated broadly across marketing products.

For B2B predictive tools to work, they require high quality reference data sets for initial and ongoing enrichment, but the predictive analytics companies black-boxed their data sourcing. Radius was one of the few exception to this opacity as they were transparent about their data acquisition model (web crawling combined with a customer contributed data model), but most of the other firms have been vague about their data models.

The predictive analytics companies were also slow to offer ABM tools and similar company and contact recommendations. These features are now commonly offered by both predictive analytics companies and sales and marketing intelligence firms such as D&B Hoovers, InsideView, DiscoverOrg, and Zoominfo. What’s more, the sales and marketing intelligence firms have all developed light predictive scoring or ranking tools. While none of these firms approaches Radius or Leadspace in predictive capabilities, they all provide company and contact insights for sales reps, ABM tools for sales and marketing, and integrated data enrichment processes.

The predictive analytics firms also initially black boxed their models, preferring to hide complexity. They have since become more transparent and begun displaying the top reasons for recommendations. However, Salesforce Einstein has provided similar functionality with predictive scores and insights.

Todd Berkowitz of Gartner summed up the situation well.

I’ve been covering the market for B2B predictive marketing analytics for almost four years. A few years ago, predictive lead scoring was all the rage. Then it became about fit and intent models for demand generation and prospecting. Then these tools were used for selecting accounts for large-scale ABM programs. But in the end, the standalone market for these applications never fully reached its potential. Many of the original vendors got acquired for their technology (Fliptop, SalesPredict, Infer and others) and predictive scoring became a standard feature of marketing automation and SFA systems.

Just because the standalone market went away, doesn’t mean there isn’t a lot of value here. In fact, the solutions have essentially moved into two other markets (and you’ll see this reflected in our upcoming Hype Cycle reports). On one end, you have the Data Intelligence for Sales market where predictive and AI-driven solutions are competing with traditional data vendors for demand gen, prospecting, and segmentation use cases. On the other end, you have the broader ABM solutions market where these applications not only help with account selection and planning, but are moving towards engagement and orchestration.

Berkowitz predicted that one or two of the remaining predictive analytics vendors will be acquired in the next six months.

With over 6,000 MarTech companies, the market is quite fragmented. Although the MarTech sector continues to expand, there is already momentum towards consolidation as clients look for broad, integrated functionality instead of many point solutions. For example, marketing and sales departments adopting ABM need a broad set of functionality which includes

  • AI scoring and recommendations
  • Real-time, batch, and continuous company and contact enrichment
  • Data hygiene (e.g. de-duplication, data standardization, and verification services)
  • Third-party verticalized data enrichment
  • Programmatic marketing
  • Website visitor id
  • Lead-to-account mapping
  • Look-a-like company and contact prospecting
  • Segmentation, TAM, and pipeline analysis
  • CRM, MAP, and sales engagement connectors
  • Sales triggers
  • Account social media monitoring
  • Company and contact intelligence

At this point, nobody offers a full suite of these ABM capabilities for sales and marketing departments.

Radius Intelligence Merges with Leadspace

Radius graphic highlights the complementary assets of the two firms (Source: Radius Intelligence)
Radius graphic highlights the complementary assets of the two firms

On Monday, Leadspace and Radius Intelligence announced their merger.  The two firms were early entrants into the predictive analytics space, but the market for standalone predictive intelligence services has not developed as predicted.  Thus, VCs and private equity companies are sitting on large bets that have yet to pay out.

The merged company will continue under the Radius brand as the “leader in B2B data intelligence.”  Leadspace CEO Doug Bewsher will take over as the CEO of the merged firm while Radius founder Darian Shirazi will assume the role of Chairman.  The two positioned the merger as a coming together of firms with complementary assets across company (Radius) and people (Leadspace) intelligence.

“Radius and Leadspace as one company will deliver a standout go-to-market platform with the best data, artificial intelligence and integrations at its core… What’s truly exciting is that our mission remains the same. Radius will be the nucleus that powers data and intelligence across all B2B applications, channels, and users — now built on The Global Network of Record.”

  • Radius Intelligence Statement to Customers

Both Leadspace and Radius have edged closer to prospecting and data enrichment than other predictive vendors.  Leadspace has long offered contact enrichment and prospecting, even appearing in a 2015 SiriusDecisions report on Contact Data Management.  Meanwhile, Radius has built its own database of US company and contact data which it named “The Network of Record” and positioned as the “single source of truth for account data.”  The Radius database spans 18 million US companies and 25 million contacts with verified emails and direct dials.  Radius also offers digital ad targeting.

Radius is positioning itself as being at the center of B2B predictive analytics, B2B Audience Management, and B2B data management. However, several of the data solution vendors also offer advertising solutions including Infogroup and Dun & Bradstreet. (Source: Radius Intelligence)
Radius is positioning itself as being at the center of B2B predictive analytics, B2B Audience Management, and B2B data management. However, several of the data solution vendors also offer advertising solutions including Infogroup and Dun & Bradstreet. (Source: Radius Intelligence)

The new Radius will help sales and marketing teams “find the right data on the right buyers, and reach those buyers across any channel.”  Revenue teams will have access to the “industry’s most comprehensive data intelligence solution.”  Features include account and people targeting, data management, ABM execution, and integrations with Salesforce, Microsoft Dynamics, Marketo, Eloqua (Oracle Marketing), and Pardot (Salesforce).

Shirazi is positioning the company as an Einstein competitor with expanded assets to compete against Salesforce.  “We’re excited about this because it will create the largest number of customers, largest revenue base and really provide a company that is at scale in B2B data and intelligence,” said Shirazi.  “The only other major player in this space we believe is Salesforce Einstein, and we’re excited to really give them a run for their money.”

Shirazi provided the following list of planned enhancements to be rolled out over the next year:

Master Data. Master Growth

  • Extend reach and accuracy as The Network of Record unites with Leadspace’s proprietary, real-time virtual database sourcing
  • Take complete control of data governance with added data dashboard functionality
  • Enhance data matching and append for contacts, as well as lead-to-account matching features

Real Intelligence. Real Buyers

  • Strengthen targeting on individual decision makers in both the U.S. and international markets
  • Access enhanced segmentation, scoring, and insights on contacts
  • Leverage features from two effective sales intelligence tools

Scale Channels. Scale Revenue

  • Expand audience reach with the largest deterministic reach of any platform
  • Source more contacts with even higher accuracy and contactability rates
  • Connect more channels with more seamless integrations and partners 

Shirazi describes Radius as the next “backbone go-to-market platform.”  The combined assets “will enable marketing, sales, revenue ops, and customer insights teams to finally address their data gaps and conquer their targeting challenges. We will create a standout solution in a crowded, fragmented space of point-solutions where customers are forced to stitch together multiple products or change vendors every year.”

Back in 2015, Radius Intelligence had a market value of $500 million and funding of $107.6 million.  Leadspace never disclosed a valuation, but it received $59 million in funding with a $21 million Series C in December.

LinkedIn lists 100 Leadspace employees and 160 Radius employees.

The merged company has over 200 customers including Sam’s Club, Hewlett Packard, Microsoft, Comcast, MetLife, and American Express.  Both firms maintain “innovation centers” in San Francisco and Israel.



Part 2: Predictive Analytics Is Losing Steam as AI Becomes Prevalent across SalesTech & MarTech

Rhetorik Extends its UK/Irish NetFinder Service

Job Function Searching in Rhetorik NetFinder
Job Function Searching in Rhetorik NetFinder

UK Technology Sales Intelligence vendor Rhetorik released an enhanced version of its UK and Irish NetFinder service. The revised edition covers over 40,000 corporate and public-sector sites. The service doubled its technology buyers to 215,000 and increased its technology coverage five-fold including enhanced install data on cloud, enterprise and vertical industry applications, system software and middleware applications.

The Rhetorik database tags over 10,000 products from 6,000 vendors and maintains over 150 technology categories. Data coverage spans 164 biographic, firmographic, and technographic variables including email, phone, revenue, employees, line of business, and site-level technographics. All contacts are GDPR compliant and 92% contain emails.

“Rhetorik has adapted its policies and procedures to upgrade DPA regulatory standards to meet GDPR requirements,” said the firm. “While monitoring closely progress on the e-Privacy legislation, Rhetorik follows best-practice processes as set by PECR – Privacy and Electronic Communication Regulation. We have implemented clear and easy to follow procedures for individuals to be informed and manage their own Business Card Data. We keep access to all B2B information secure and protected.”

Data is gathered through a combination of automated means and editorial research.

Over the past year, Rhetorik has partnered with the European Market Intelligence Group (EMIG) and CNCData to provide European and AsiaPac coverage. The EMIG coverage spans 14 countries, 180,000 companies, and one million contacts. The CNCData partnership delivers over two million contacts and 1.2 million companies across 23 AsiaPac countries.

Rhetorik, which has provided technology intelligence for over two decades, underwent a management buy-out last summer. At the time, CEO Meredith Amdur, set a goal of expanding their “data gathering and analytics capabilities to create new products for technology sales and marketing professionals worldwide.”

Datanyze Account Intelligence & Triggers Released

The Datanyze Account List with Events.
The Datanyze Account List with Events.

Technology Intelligence vendor Datanyze rolled out an Account Intelligence capability which provides a set of buying signals via a dashboard and daily email alerts. Amongst the sales triggers covered are Acquisition Events, Funding Events, Technology Adds/Drops, Job Postings Added, and Recent News Articles.

Datanyze CEO Ilya Semin said that the firm is looking to expand beyond lead generation into Account Based Marketing. “We could do a really good job identifying companies that our customers should go after, but when they already have a list of companies they want to talk to they use the ABM model, meaning there’s already a list of accounts. How can we help? With an ABM approach we didn’t really have a solution. This new feature, Account Intelligence Dashboard, is designed specifically for companies that use an ABM approach.”

ABM lists can be uploaded as CSV files of ABM domains, generated as a targeting report, gathered from Datanyze tags or matched against Salesforce Opportunities, Leads, or Accounts. Users can then select which technology adds and drops are relevant to their campaigns and account plans.

“Traditionally, the approach for salespeople is, ‘Hey, let me go find the accounts that I want to target and let me see if they’re interested in my solution or product.’  The account-based approach is when companies, usually marketing departments, identify a list of companies that will definitely be a good fit, the sales rep is responsible for a territory and will be given a list of 100 accounts that they need to talk to in the next year. Using our Account Intelligence Dashboard, they can upload this list of 100 accounts, and every time there is a good buying signal it will give them context to reach out to this company.”

  • Datanayze CEO Ilya Semin

Along with Account Based Sales, Datanyze positions the service for competitive intelligence (tracking technology and events at your competitors) and customer success monitoring (identifying growth and opportunity events as well as monitoring complementary and competitive technology).

The service is free to Datanyze Small Team ($500 per month for ten users) and Enterprise customers. A limited free version will be available in a few months.

DemandBase ABM Analytics Launched

ABM Analytics provides auto-generated look-a-like control groups for pipeline stage analysis.
ABM Analytics provides auto-generated look-a-like control groups for pipeline stage analysis.

At its annual conference, ABM vendor Demandbase rolled out a new ABM Analytics module for campaign assessment.  ABM Analytics supports full pipeline analysis “to understand the progression of their most valuable accounts across the buying cycle” for account lists and audiences.  The platform also displays vendor comparisons, performs segmentation analysis, and provides recommendations for “next best actions to drive higher conversion rates through the funnel.”

“The ability to measure and articulate the effectiveness and impact of ABM programs is important to long-term ABM success,” said Alisa Groocock, Research Director, SiriusDecisions. “ABM solutions that bring extended measurement visibility can better support critical decision-making, and as a result, enable ABM programs to grow more quickly.”

Demandbase lists the new capabilities:

Marketers can monitor the health of their ABM strategies by examining the progress of their most valued accounts through the buying cycle; create side-by-side comparisons of audiences with different revenue ranges, employee sizes or verticals to understand how their segments perform at every stage of the funnel; understand the performance of individual marketing tactics such as advertising or direct mail; diagnose problems and opportunities along the customer journey and take targeted actions to improve performance; and build credibility throughout the organization by sharing transparent ABM progress reports.

ABM Analytics also matches and assesses data across advertising platforms, MAPs, content management, web analytics, and CRM to provide a unified view into “which accounts are responding to ads, engaging with content, moving into sales cycles and contributing to revenue.”

“For years, B2B marketers have struggled to connect disparate data sitting at agencies, in their web log files and CRM to measure the true impact of their marketing programs,” said CEO Chris Golec. “Our new analytics functionality leverages the best practices from some of the world’s most sophisticated B2B marketers and brings them to life for every company, no matter where they are on their ABM journey.”

Demandbase also announced a Salesforce Pardot connector which will be available in June. The connector will complement Einstein ABM and deliver “a deeper understanding of every customer” to sales and marketing teams.  According to Michael Kostow, SVP and GM of Pardot, “Einstein ABM arms teams with the insights necessary to deliver personalized campaigns and build relationships with their most valuable accounts.”

The Pardot solution evaluates activity at both the contact and company level.  The new solution will flag target account visits to corporate websites, relevant keywords and topics for online search, contact page viewing details on the website, and news and blog mentions.  These insights will be provided within SFDC, email alerts, and Slack.

“ABM has transformed how marketing teams drive new business and retain customers,” said Golec.  “But many B2B companies still struggle to deliver the comprehensive account view that can help sales teams drive pipeline and close business.”  The Salesforce partnership “gives marketers the ability to empower sales teams with a complete picture of their target accounts so they can increase their productivity and win rates.”