Data Quality in 2018

NetProspex WorkBench Value Proposition
D&B Optimizer (FKA Workbench) Value Proposition

 

As we are one month away from the new year, it is a good time to think about budgeting for data quality in 2018.

I know it isn’t glamorous, but that doesn’t mean it is unnecessary.

Data Quality software is markedly improved over the past few years.  No longer is it necessary to download and forward a file to a vendor and wait for them to process your marketing file.  Sales and Marketing Operations can now setup automated cloud cleansing that works within Marketo, Eloqua, Salesforce, Microsoft Dynamics, and other enterprise applications.  B2B vendors to consider include Dun & Bradstreet, InsideView, Zoominfo, and ReachForce.

These platforms perform both initial batch match & append and ongoing enrichment, ensuring that your sales and marketing files have both accurate and complete data.  These services also support company and contact prospecting, data health reports, suppression lists, and segmentation reporting.  A few even offer free data quality reports, deduplication, technographic enrichment, nixie files (defunct companies and departed exec files), web form support, sales intelligence services, and contact verification and standardization (e.g. address, phone, and email) for non-matched records.

As these services reside in the cloud and offer cloud connectors for the major MAPs and CRMs, the operational overhead is minimal allowing operations to focus on ABM look-a-likes, segmentation, and improved targeting instead of file management.

What’s more, data quality improvements benefit sales, marketing, and downstream systems.  A record cleansed and verified as it is created costs much less than a bad record passed down to other enterprise platforms.  Beyond direct cost reduction (storing bad data, marketing to departed execs, sales calls to abandoned voicemails, reduced time keying and updating records manually), there are improvements to segmentation, targeting, lead scoring, lead routing, and messaging.

So budget for data quality in 2018.  It isn’t glamorous, but it is effective.

The ReachForce Contact Enrichment Summary Report.
The ReachForce Contact Enrichment Summary Report.

Zoominfo Growth Acceleration Platform 2.0 Unveiled

Zoominfo prospecting now includes technographic screening and dynamic counts which update as variables are selected.
Zoominfo prospecting now includes technographic screening and dynamic counts which update as variables are selected.

ZoomInfo unveiled the 2.0 version of its Growth Acceleration Platform to customers at its Growth Acceleration Summit in Boston this month.  Amongst the new features are a refreshed user interface, email tools, and expanded prospecting variables including Product / Vendor technographic selects.  The upgraded platform is currently in beta with general availability in Q4.

According to the firm, “ZoomInfo’s Growth Acceleration platform combines the most comprehensive and actionable B2B market intelligence with tools that help optimize sales and marketing effectiveness, jumpstart growth, and maximize profitability.”

The new user interface is cleaner and supports dynamic display which adjusts by form factor.  All of the pages, including company and contact profiles, employ a common look and feel.  Prospecting was simplified with complex stacked queries being less prominent.  However, they are still available to ZoomInfo’s data services team and power users.

Prospecting added product / vendor selects licensed from HG Data.  Multiple products may be entered for screening with the system defaulting to a Boolean OR (AND is supported, but the user needs to enter a multi-product Boolean string with AND logic).

Prospect lists may be maintained as dynamic lists (saved searches) or as fixed saved lists.  The system displays updated counts as each variable is selected. Zoominfo also allows users to suppress contacts purchased in lists in the past six months from search results and when building other lists.

Records may be uploaded from Outlook, Office 365, and Salesforce for enhancement and targeting.  Enhanced list analytics include pre and post data quality scores along with segmentation analysis. The Enhance Preview provides an analysis of the input data quality file, as well as a detailed report on what information was added, corrected, or confirmed using ZoomInfo’s data. The Data Profile tool shows users a breakdown of information about the user’s list, including top industries, job titles, revenues, and employee count.

The Zoominfo Enhance module provides before and after data quality statistics along with segmentation analysis on the Data Profile tab.
The Zoominfo Enhance module provides before and after data quality statistics along with segmentation analysis on the Data Profile tab.

Users can also upload an ABM account list for key contact targeting.

Company profiles include an expanded set of social media links (e.g. LinkedIn, Facebook, Twitter, and YouTube), related companies (licensed from Owler), and technology data.  Tech data is displayed as summary product counts by category.  The rep clicks on the product category to expand it by product.  Unfortunately, the service does not support customized filtering of products or categories by key competitors or complementary platforms.  As HG Data supports thousands of products, it would be a nice enhancement to support pre-configured product categories and products.  Otherwise, valuable account planning insights may be obscured.

Contact profiles now display more information about the company associated with the profile without the need to navigate to a separate profile.

The ReachOut Chrome connector, which provides on-demand company and executive intelligence from websites and LinkedIn, exports to Salesforce, Microsoft Dynamics, Outreach, and SalesLoft.  Users can also send emails from within LinkedIn.

A new Outlook connector provides contact profiles from within Outlook along with one-click add to Salesforce, Microsoft Dynamics, Outreach, and SalesLoft.  Salesforce duplicate checking is employed if it is turned on.  Users can upload records from Zoominfo’s ReachOut Chrome connector or Outlook as either Leads or Contacts / Accounts (previously this was only available from the Growth Acceleration Platform).  ZoomInfo will create Account records for Contacts if one does not exist in SFDC.

The new Zoominfo Connector for Outlook displays inline company and contact intelligence for each of the parties on an email. This feature helps with researching buying committee members and influencers.
The new Zoominfo Connector for Outlook displays inline company and contact intelligence for each of the parties on an email. This feature helps with researching buying committee members and influencers.

This feature helps with researching buying committee members and influencers.

While ZoomInfo partners with Account Based Sales Development (ABSD) vendors Outreach and SalesLoft, ZoomInfo has added light ABSD email features such as email templates and live email tracking. Templates include dynamic tags for information such as contact name and company name which fill in automatically with ZoomInfo data.  Emails are sent from the user’s default email program.

The ZoomInfo global database has grown to 220 million professional profiles (both active and inactive) and 13 million companies.  The dataset is updated continuously based upon web crawlers and a 300,000 user community that shares email signature data.  Zoominfo offers one of the deepest sets of contacts with emails and direct dial numbers.

Openprise Data Market

Openprise launched a Data Marketplace to assist with ingesting and normalizing third-party B2B and B2C data. Amongst the platforms supported are Salesforce, Marketo, Eloqua, and Pardot. The Data Marketplace, part of the Openprise Data Orchestration platform, includes built-in rules to ensure data is properly onboarded. Users can set primary, secondary, and tertiary providers with multi-vendor data normalization rules.

“We’re excited to make ZoomInfo’s 210 million businesspeople and 11 million businesses available on the Openprise Data Marketplace,” said Phil Garlick, VP Corporate Development at ZoomInfo. “Openprise’s data cleansing and unification capabilities, combined with ZoomInfo’s data accuracy, provides marketing and sales teams with an unparalleled solution to run more effective campaigns.”

Other B2B Partners include InsideView, Orb Intelligence, Synthio (FKA Social123), and Dun & Bradstreet. Additional vendors are in the final certification stages. Openprise claims that new data providers can be setup in minutes.

Customers can extend pre-existing vendor contracts or take advantage of pre-negotiated discounts.

“Earlier this year, we surveyed 175 marketing professionals to identify data marketplace trends and published our findings in the B2B Data Market Industry Report,” said CEO Ed King. “We found that companies that worked with multiple data providers were much more likely to be satisfied with their third-party data, but those same companies expressed how much they struggled with pulling multiple providers’ data into their marketing and sales system of record while maintaining a consistent set of standards. Openprise Data Marketplaces solves this problem.”

Openprise polled marketers on which B2B data providers they have deployed. Source: "B2B Data Market Industry Report: 2017"
Openprise polled marketers on which B2B data providers they have deployed. Source: “B2B Data Market Industry Report: 2017”

The B2B Data Market Industry Report also asked which vendors were being deployed. The survey of 175 B2B marketers at firms with at least 200 employees found the top three vendors were Zoominfo (40%), InfoUSA (36%), and Data.com (35%). Surprisingly Sales Genie matched D&B/Hoovers amongst all of the surveyed marketers and exceeded it amongst enterprises.  InfoUSA rates were likely higher than the other firms as it offers both business and consumer data while Dun & Bradstreet/Hoovers and many of the other vendors offer strictly B2B data.

The most common use case for B2B data vendors is identifying additional contacts at target companies (62%). Marketers also looked to B2B companies to identify additional target accounts (52%) and append missing fields (50%). Only 37% were looking to B2B data vendors to cleanse their database.

The survey participants were well distributed across B2B industries with an over weighting to advertising / marketing.

Quora: Why is My Information on Zoominfo?

I recently answered two posts on this question.  As Zoominfo data collection is opt-out versus opt-in, executives are sometimes concerned about what is being collected and how they can opt out.  Here is my post:


ZoomInfo collects data about US and international businesspeople. Information is gathered via web crawling (for bio data) and email plugins that collect signature information such as name, title, company, direct dial, and email. This information is then available to its customers who use it primarily for sales, marketing, and executive recruitment. Customer use cases include prospecting lists for B2B email and telemarketing campaigns, data hygiene (i.e. confirming you are still at a company and that your contact information is accurate), and call prep prior to telemarketing or recruitment calls.

Here is an example of how they provide additional information about you to LinkedIn users via their ReachOut Chrome plug-in:

The ZoomInfo ReachOut Chrome connector provides just-in-time company and executive intelligence from corporate websites and LinkedIn.
The ZoomInfo ReachOut Chrome connector provides just-in-time company and executive intelligence from corporate websites and LinkedIn.

ZoomInfo does not collect any consumer or credit information. Thus, they have no lifestyle data, political affiliations, donations, income estimates, age, family details, credit histories, personal emails, mobile phone numbers, or housing data. They focus strictly on your professional persona.

ZoomInfo’s privacy rules and how to opt out of their database can be found on their website.

If you would like to know more about ZoomInfo, I cover them on my blog.

Sales Intelligence Vendors in the Inc. 5000 List (2017)

Several Sales Intelligence and business data vendors made the 2017 Inc. 5000 list.
Several Sales Intelligence and business data vendors made the 2017 Inc. 5000 list.  Data from Inc. with analysis by GZ Consulting.

Inc. published its annual Inc 5000 list of fastest growing US private companies this week. Several firms covered by this newsletter made the list including Synthio, DiscoverOrg, RainKing, Zoominfo, and Pure Incubation. To qualify for the list, companies must be private and have at least $200,000 in 2013 revenue.

DiscoverOrg made the list for the seventh year in a row with 2016 revenues of $59.4 million, up $15 million. The firm is in a strong position to make the 2017 list as they closed 2016 with an ARR of $71 million. DiscoverOrg’s three-year Compound Average Growth Rate (CAGR) was 40%.

“Our mission remains focused on accelerating our customers’ pipeline and revenue growth—we can only grow when they grow,” said CEO Henry Schuck. “Since our inception 10 years ago, our customers have experienced the difference our unmatched data has on their own sales. Making the Inc. 5000 list for the seventh time is a reflection of their trust and of our mutual success.”

Along with financial growth, the company has continuously grown its editorial-based content while expanding the functional and integration capabilities of its service. While originally focused on providing company and IT executive profiles for US sales reps, the company has globalized its coverage, extended into marketing tools, and added additional job functions including sales, marketing, HR, and Product Management (TEDD) to its database. By including CRM and MAP connectors, analytical tools, and light predictive scoring, the firm has increased the value it provides to companies across a broader set of job functions (marketing, exec recruitment, strategic sales, and sales operations) and found additional ways to augment the value of each record. In so doing, they have been able to maintain a profitable, cash-flow positive growth trajectory over a decade.

“Only a tiny fraction of the nation’s companies have demonstrated such remarkably consistent high growth,” said Eric Schurenberg, President and Editor in Chief, Inc. Magazine. “This achievement truly puts DiscoverOrg in rarefied company.”

DiscoverOrg’s top competitor RainKing also made the list for the fourth consecutive year. 2016 revenue rose $6.9 million to $33.9 million. RainKing has a three-year CAGR of 29%.  Two weeks ago, DiscoverOrg acquired RainKing.

“This has been a transformational year for RainKing and this award is a recognition of the satisfaction of our customers and the accomplishments of our employees,” stated RainKing CEO John Stanfill. “We have had some significant accomplishments over the past twelve months which have helped fuel our growth, but the biggest factor in our success is our ability to help our customers grow their businesses faster.”

Among the recent content and platform enhancements were a new user interface, coverage expansion to 65,000 companies and one million executives, the launch of a Federal IT dataset, and rebranding. The firm also moved to larger office space in Bethesda, Maryland.

New York-based Madison Logic made the list for the fifth consecutive year with a three year CAGR of 43%. CEO Tom Regan said, “We’ve developed the only comprehensive account based marketing solution that unifies display advertising, lead generation and advanced measurement capabilities that enable marketers to achieve a quantifiable return on investment.”

Zoominfo, which was bought by private equity firm Great Hill Partners last week, had a three-year CAGR of 39% with 2016 revenue of $39.8 million. The firm successfully pivoted into marketing services a few years ago with contact data enrichment services, list building, web forms, segmentation analysis, and cluster analysis. The firm has over 5,000 enterprise clients.

“ZoomInfo’s positioned for staggering advancement on both the employee and technology front,” said CEO Yonatan Stern. “As we continue on this journey we are focused on creating even more value for our customers.”

Zoominfo was acquired by PE firm Great Hill Partners in August.

Other sales and marketing firms that repeated on the list were Pure Incubation (44% three-year CAGR), Synthio (111% three-year CAGR), and List Partners (27% three-year CAGR).


2016 List

Zoominfo Acquired by PE Firm Great Hill Partners

I went on vacation figuring there would be few mid-August product announcements (I was right), but didn’t anticipate M&A activity beyond the Bureau van Dijk acquisition closing (it did on August 10th).  But while I was moving my daughter to North Carolina for graduate school, sales and marketing intelligence database Unomy was acquired by co-working firm WeWork and Zoominfo was acquired by private equity firm Great Hill Partners.  Coincidentally, both deals involve technology relationships between the US and Israel.

“We are enthusiastic about our new investment in ZoomInfo,” said Christopher Gaffney, managing partner at Great Hill Partners. “The company is growing very fast while maintaining a high level of profitability, a rare combination that attests to the quality of its products, data, and employees. In the evolving market of data driven solutions for sales and marketing, we see a significant growth opportunity for ZoomInfo, and trust that with its current track record, strong product innovation and efficient operations they will continue to dominate the market.”

Gaffney will be joining Zoominfo’s Board of Directors.

Like Zoominfo, Great Hill Partners is also Boston-based (technically, they are in the same MSA, if not the same town).  VentureBeat listed the acquisition price at $240 million or roughly 6X trailing revenue.

Zoominfo President Yonatan Stern indicated “it’s time for me to move on . . . . I’m not going to retire, but I want to move the center of my life to Israel.”

“We’re doing really well, and we wanted to pay out some of those early investors,” said a company representative. “They had been in the game for a long time.”

Stern built and sold three successful companies in the Boston area including Bizo and CardScan.  He will continue as the CEO for at least a year before ceding responsibility to his executive team.  Stern will remain on as the Chairman and retains a stake in the firm.

Zoominfo is headquartered in Waltham, Massachusetts and most of its 200 employees are located there.

“I am very excited about this new chapter in ZoomInfo’s growth story.  The company will continue to focus on delivering value to our rapidly expanding base of thousands of satisfied and loyal customers. We invest heavily in growing and improving our data assets, and in product innovation to deliver a wealth of information where and when our customers need it. We look forward to working with Great Hill Partners to accelerate our growth and maintain competitive advantage.”

  • Yonatan Stern, CEO and Chief Scientist, ZoomInfo.

Zoominfo made the last three Inc. 5000 lists with revenue of $39.8 million in 2016 and a three-year Compound Average Growth Rate of 39%.  The ZoomInfo dataset spans 222 million active and inactive global contacts and 9.3 million companies with firmographics, emails, direct dials, and web mined bios.  Roughly 80 million contacts are for US executives and employees.

Zoominfo began as Eliyon, an online search engine for people in 2000.  The firm struggled for several years as it found itself in competition with better-heeled well known competitors such as Google and LinkedIn.  About five years ago, it pivoted from SalesTech (which it continues to serve along with Executive Recruitment) into MarTech and began building out its Growth Acceleration Platform marketing capabilities (cloud-based enrichment, web forms, segmentation analysis, cluster analysis, and list building).  It also shifted its contact acquisition model from web-based biographic scraping to a community model.  Thus, the firm has had strong growth in both its contact database and revenues.

ZoomInfo Personas provide a multi-dimensional cluster analysis for identifying persona categories and prospecting against them.
ZoomInfo Personas provide a multi-dimensional cluster analysis for identifying persona categories and prospecting against them.

MarTech analyst David Raab noted that the acquisition “continues a trend of marketing technology vendors being purchased by private equity firms, although Great Hill hasn’t been particularly active in the martech space.”

I will cover Unomy’s acquisition tomorrow.

SalesLoft: New Partners, Connectors, and Features

The new Call Studio service provides continuous monitoring of sales calls via a new dashboard. Managers and trainers can listen to calls, whisper advice in the a rep's ear, or join the call.
The new Call Studio service provides continuous monitoring of sales calls via a new dashboard. Managers and trainers can listen to calls, whisper advice in the a rep’s ear, or join the call.

Prior to SalesLoft’s Rainmaker user conference, their VP of Product Marketing Sean Kester provided me with a demo and overview of the enhancements to their Account Based Sales Engagement Platform.  The key product announcement is their new Live Call Studio which allows managers to monitor outbound calls.  The firm will also be demonstrating enhanced Salesforce and Gmail connectors which support sales engagement intelligence and the Twilio dialer.

Amongst their new partners are Zoominfo, TalkIQ, and Vidyard which will provide company and contact details, call transcription, and video messaging services.

The other new feature is a “Draft on Behalf” service that allows reps to create emails to be sent from executive inboxes.

SalesLoft closed on a $15M Round B last month.  The firm said that the funds would be used towards product, marketing, and opening an office in San Francisco.  The 2017 product focus includes improved orchestration between sales, marketing, and supporting executives; enhanced insights and reports; expanded governance tools; role based workflow assignments; greater connectivity; and enhanced analytics.

Call Studio

Call Studio provides live coaching and feedback to help managers shape a consistent message.  Call Studio assists with new hire training as well as upsell and cross-sell training for more experienced sales staff.  The Studio displays a set of conversational tiles which track all current calls along with duration and participants.  A manager can listen in on any call and provide feedback afterwards, whisper advice into the rep’s ear during the call, or join the conversation.  Managers and trainers do not need to be at the same location as the Sales Development Reps (SDRs).  Conversely, reps can digitally raise their hand if they need assistance and will feel more confident as they ramp up.

Kester noted that “Front line sales is one of the most difficult positions in a business. Live Call Studio reduces on-boarding time, coaching time, and increases rep effectiveness with the ability to coach from anywhere. Live coaching can quickly identify learning and advancement opportunities so that reps can stay motivated and be more productive.”

Call Studio will officially be launched at their Rainmaker conference during the first week of March and is currently live at ten accounts.

Draft on Behalf

SalesLoft will also be unveiling an as yet unnamed “Draft on behalf ” service which allows sales reps to write an email to be sent from company execs.  The note includes subject, message, and recipients.  The rep also provides an explanation of the request.

Once written, the CxO is sent an email with an overview of the request and a button to open the message.  Executives can also view pending messages stored in a “Requests” tab queue.

A "Draft on behalf" Requests tab provides a queue of pending CSR-written emails for review and transmission.
A “Draft on behalf” Requests tab provides a queue of pending CSR-written emails for review and transmission.

The “Draft on behalf” feature will initially be available in Gmail with plans to extend the service to Outlook down the road.

SalesLoft Connect

Recently enhanced connectors include SalesLoft Connect in Gmail and Salesforce.  The Gmail Connect tool displays SalesLoft in a new right-handed sidebar.  SDRs can click-to-dial from within Gmail and view the live feed for the prospect.  Other SalesLoft Connect for Gmail features include contact search, launching emails, and adding the message to SFDC.  The contact profile includes a set of functions including

  • Add or remove from a cadence (templated SDR multi-channel messaging workflows)
  • View recent notes and activity
  • Flag as Do Not Contact
  • Link to social profiles
  • Open and edit SalesLoft profiles
  • View additional contact information

Connect in Salesforce is both Classic and Lightning-ready providing access to SalesLoft Cadences within SFDC.  Features include the contact profile, SalesLoft Dialer, Cadence view, prospect activity view, and bi-directional synching between SalesLoft and Salesforce.

New Partners

Finally, SalesLoft will be showing off three new ecosystem partners at Rainmaker.  SalesLoft looks for partners that will offer a freemium strategy within their service, so that even SMBs can obtain benefits from SalesLoft partnerships.

Vidyard supports quick custom videos which help “humanize” SDR emails along with video playlists.  Thus, an SDR could attach two short demos and a personalized introductory message.  According to Kester, “adding a highly engaging video thumbnail to your email cadence in SalesLoft will help your emails stand out, boost click through rates, and send response rates soaring.”

Vidyard functionality and workflows for SDRs.
Vidyard functionality and workflows for SDRs.

Vidyard tracks which videos were watched and notifies sales reps.

Free Vidyard allows users access to all their features with limitations on the total number of videos hosted in their libraries along with some sharing limitations. The paid version offers a more robust library, organization, and hosting feature set.

TalkIQ provides integrated call transcription.  Features include a summary tab, cross-call searching, audio clips, and coaching commentary.  Premium features include analytics and admin-defined algorithms that automatically pull calls based on specific criteria. These calls will be displayed in a premium dashboard.

From within Chrome, users will have access to Zoominfo’s ReachOut connector which provides in-context account and contact information to SalesLoft.  For example, an SDR could identify the perfect contact in LinkedIn, use the ReachOut extension to obtain contact information, and send company and contact details to SalesLoft to begin a cadence.

Note: SalesLoft is one of the four Account Based Sales Development services covered in my new 2017 Field Guide to Sales Intelligence Vendors.  Zoominfo is also profiled.