E-Mail Guessing Strategies Work Poorly

I’ve long suspected that email guessing strategies based upon corporate email templates are risky.  If the hit rate is low, you can quickly undermine your sender score and hurt your firm’s ability to communicate with customers and prospects.

Almost every sales rep does it as a quick workaround.  Hell, I’ve done it.  But, as a strategy for building marketing datasets, it is a dead end.  When sales reps do it, there is a high probability that their well drafted email will bounce.  When marketing does it, they will kill their email deliverability.

Two companies provide evidence to the failure of this strategy — DiscoverOrg and SalesLoft.

SalesLoft offered the Prospector service in 2014. It was a gerry-rigged Google search of LinkedIn that employed an email guessing strategy. The service was discontinued when CEO Kyle Porter decided to focus on Sales Engagement.
SalesLoft offered the Prospector service in 2014. It was a jerry-rigged Google search of LinkedIn that employed an email guessing strategy. The service was discontinued when CEO Kyle Porter decided to focus on Sales Engagement.

SalesLoft began as a LinkedIn scraping service that employed Google to build lists and then utilized email guessing to enrich the lists with dubious quality emails.  SalesLoft Prospector grew into a multi-million dollar business, but CEO Kyle Porter saw the business as unsustainable.   Instead, Porter used revenues from Prospector as a financial bridge for building out a sales engagement Cadence service which has grown rapidly.  Porter describes their service as “sincerity at scale.”

Yesterday, they announced the acquisition of partner SalesNinja which provides integrated meeting analytics for their sales engagement platform.   The tool transcribes and tags meetings for sales coaching, new hire training, and meeting note searching.  The goal is to improve sales efficiency and efficacy while identifying best practices.  Instead of dubious lists, the firm is looking to build quality conversations between sales and prospects.

SalesLoft’s mission is to “enable salespeople to sell with true intent and sincerity,” said Porter several years ago.  “The concept of getting a good prospect list and pounding it to death is old, trite and has become a terrible strategy and drag on our customer’s brands. We have never intended to participate in that process. SalesLoft Cadence is a different process, creates a different relationship, much different results and is executed by professionals with professional solutions.”

DiscoverOrg was never tempted by such strategies and employs a large editorial team to research and maintain executive profiles.  In a recent test of 2,700 editorially gathered emails that were also SMTP verified, DiscoverOrg found that basic template guessing was only 62.4% accurate.  When nickname substitution was employed, the rate only rose to 66%.  When they analyzed the incorrect guesses, they came up with multiple reasons for failure:

  • Large companies have multiple email formulas
  • Brands and subsidiaries create complications
  • Subdomains are becoming more popular in email addresses
  • Some companies use multiple email domains for different roles
  • Nicknames are very common
  • Middle initials and middle names
  • Duplicate names
  • Foreign names
  • Secretive email formulas

“A lot of data providers offer ‘confidence levels’ or likelihoods that a specific email is good,” blogged DiscoverOrg SVP of Data and Research Derek Smith.  “They’re just peddling their own guesses. Anybody can pass along their best guess at an email. Real sales intelligence gives you accurate, actionable data that won’t result in a bounce of your carefully crafted prospecting message.”

In the end, prospecting shortcuts are problematic.  The best sales and marketing professionals employ accurate data and insights for their messaging.  Furthermore, in the era of GDPR (three days from now), you can’t have explicit consent to communicate with an EU citizen when you are guessing at how to contact her.


DiscoverOrg Study

 

 

OrgChartCity: New Source of Top Company Intelligence

OrgChartCity provides family trees by function and division.
OrgChartCity provides family trees by function and division.

Five years ago, there were several options for editorially researched org charts. These included DiscoverOrg, RainKing, SalesQuest Crush reports, and iProfile. But DiscoverOrg acquired both RainKing and iProfile and SalesQuest was acquired by OneSource which was later acquired by Dun & Bradstreet and bundled into the D&B Hoovers technology premium. Thus, the options for org chart intelligence narrowed significantly. However, Bowman Marketing Services (BMS), a company profile research firm based in Austin, TX, now offers OrgChartCity as both single profiles and a subscription service.

OrgChartCity intelligence includes both organizational structures and notes concerning budget data and responsibilities. Licensees receive both a PDF org chart and an Excel CSV containing first and last name, department, email, phone, and title.

CEO David Bowman, describes the OrgChartCity value proposition as “contacts in context” which provides org charts “handcrafted by business experts, not some nested database of contacts that a computer nerd put together.”

Information is collected through both primary and secondary research along with automated checks. Each data source is assessed by recency, context, and source type with records included only if they meet a 90% confidence threshold. If a company has not been updated in the prior 90 days, the licensee is provided with the current profile and a refreshed profile within a couple of days.

The firm focuses on the Fortune 500 and Global 2000. Coverage currently spans 500 companies with the firm adding dozens of org charts each quarter. Overall, the firm has around 35,000 active, profiled executives.

Individual profiles may be purchased by credit card on the OrgChartCity website for $125. An annual subscription to the full database is priced at $10,000 and includes alerts and full access to updates.

While Bowman Marketing Services is initially focusing on org charts, the firm performs detailed custom research for its clients and plans to market additional datasets in the future.

Custom research topics include company overviews, competition, segments, budgets and departments, social media presence, sustainability, news (specific to the client), technology platforms (specific to the clients), awards and recognition, financial outlook (summarized for sales reps), and 2018 initiatives. Custom report pricing runs between $1,000 and $5,000 per company based upon the number of topics covered and the size of the company.

BMS has been providing custom research since 2005. The custom business is profitable and OrgChartCity is nearing breakeven. The firm maintains a staff of 20 to 25 researchers.

 

DiscoverOrg Outreach Connector

Sales reps can upload individual records, selected records in batch, or all records to Outreach. A similar process supports uploads to CRM or Marketing Automation Platforms. Leads may be uploaded as new accounts or matched to current accounts within Outreach.
Sales reps can upload individual records, selected records in batch, or all records to Outreach. A similar process supports uploads to CRM or Marketing Automation Platforms. Leads may be uploaded as new accounts or matched to current accounts within Outreach.

Sales and marketing intelligence vendor DiscoverOrg announced a “refreshed” connector with sales engagement platform Outreach.  The update provides improved “synchronicity” between the two services, making it “faster and easier for reps to sequence DiscoverOrg contacts,” said Russell Van Leuven, DiscoverOrg Senior Director of Sales.

According to Van Leuven, the updated “solution will remove barriers and help people sell more by addressing three mission critical sales problems: (1) a disjointed sales tech stack, (2) inconsistent or untrustworthy data, and (3) maintaining governance practices to preserve data quality.”

“The value of great data lies in what our customers DO with it.  The integration of Outreach with DiscoverOrg means sales teams can get the best data and insights on their target accounts, engage them with the right message at the right time, and never worry about that data going stale again.”

  • DiscoverOrg CEO Henry Schuck

The solution addresses both the dearth of quality data for small teams that perform open-web Google research and “tech overload” at enterprises that are balancing email, CRM, and “a huge stack of tech tools to find, cross-reference, and confirm the information they need,” said Van Leuven.

Van Leuven highlighted the difficulties of maintaining data quality in CRMs:

It’s hard to trust the murky origins of the data in your CRM. It’s usually old (Did you know: data decays at a rate of 30% per year). A lot of distrust comes from the fact that most people have had a traumatizing experience with bad data or bad data providers that’s landed them in spam filters, blacklists, or worse. And when your sales team doesn’t feel like they can trust the data, they stop trying to keep records updated. Bad data perpetuates a burdensome cycle of bad data.

The connector feeds editorially researched prospect data into Outreach and Salesforce.  Both individual records and bulk prospects are pushed to Outreach and assigned to Outreach sequences.  There is “no downloading, uploading, copying or pasting required,” said Van Leuven.

Prospect lists can be assembled in DiscoverOrg and assigned to specific Outreach sequences and tagged by the owner.  Company and contact information can also be passed to Outreach via DiscoverOrg’s Chrome extension.  Thus, a sales rep can identify a prospect on LinkedIn or a company website, match and enrich the record against the DiscoverOrg reference file spanning 130,000 companies and three million companies, and then upload the enriched record to Outreach.

“Great sales results require an in-depth understanding of who you are targeting, and then reaching those individuals with a message that moves them to take action,” said Outreach CEO Manny Medina.  “The partnership between Outreach and DiscoverOrg makes that simple.”

The joint service also offers automated DiscoverOrg enrichment of new leads within Outreach.  The nightly scan appends DiscoverOrg contact information, firmographics, and technographics to Outreach for both new records and records updated within the DiscoverOrg reference library.  The nightly scan also identifies bounced emails and departed employees.

The connector supports field-level configuration allowing admins to set custom field mappings.  Admins are also provided with a weekly summary report which lists all account and contact updates.

DiscoverOrg has a 95% data quality SLA based upon their 90-day editorial review cycle and monthly bounce testing.

Along with Outreach, DiscoverOrg supports sales engagement vendors SalesLoft and Tellwise.  DiscoverOrg plans on enhancing those connectors along with adding additional sales engagement vendors.

DiscoverOrg Backed By The Carlyle Group

DiscoverOrg has rolled out a broad set of partner integrations for CRMs, MAPs, Sales Development (ABSD) platforms, and Applicant Tracking Systems.
DiscoverOrg has rolled out a broad set of partner integrations for CRMs, MAPs, Sales Development (ABSD) platforms, and Applicant Tracking Systems.

The Carlyle Group, a global alternative asset manager, has taken a minority investment stake in DiscoverOrg.  22C also participated in the round.  TA Associates maintains a “significant equity stake” in the sales and marketing intelligence company with TA Associates and executive management retaining majority control.

“The DiscoverOrg team has built the industry-leading intelligence platform for sales and marketing teams across the globe.  Consistent revenue generation requires accurate and actionable data, and that is what DiscoverOrg delivers. We are delighted to partner with the management team to accelerate growth and foster innovation.”

  • Patrick McCarter, Co-Head of U.S. Buyout Technology, Media & Telecom and Managing Director, The Carlyle Group

Randall Winn, 22C Capital Managing Member and former CEO of Capital IQ, noted, “We are exceptionally pleased to have been involved in DiscoverOrg’s success over the last few years as the team has built a truly unique data platform and developed into a world-class company. We are excited to be in a position to continue to work with DiscoverOrg and invest in [CEO] Henry [Schuck]’s vision.”

Funds will be used to accelerate database growth and the pace of product innovation.  The money is non-restricted in its purpose “other than capturing our market opportunity more quickly,” said Chief Growth Officer Katie Bullard.

DiscoverOrg is coming off of another strong year of growth in revenue (ARR above $130 million), database coverage (124% increase in contacts), and employment (50% growth and the acquisition of RainKing).  The firm has grown to 470 employees with 35 job postings on their website.  According to Bullard, the firm is on pace to hit $160 million in revenue this year.

While Schuck has previously discussed an IPO, there have been “no specific conversations” concerning going public since, said Bullard.

Terms of the investment and market valuation were not disclosed.

DiscoverOrg Rolls Past $130M ARR

DiscoverOrg closed 2017 with an Annual Recurring Revenue in excess of $130 million. Data Source: Inc. 5000.
DiscoverOrg closed 2017 with an ARR in excess of $130 million. Source: Inc. 5000.

Sales and Marketing Intelligence vendor DiscoverOrg crowed about its 2017 performance with growth in Annual Recurring Revenue (ARR), customers, staff, and data coverage.  The firm, which acquired its top competitor RainKing in August, exceeded $130 million in ARR, above projections at the time of the acquisition.  As subscription revenue is recognized over the life of the contract, 2017 revenue was likely between $110 and $120 million.  DiscoverOrg, which has long stated that it is profitable and cash flow positive, also exceeded its profitability target for 2017, but did not provide details.

DiscoverOrg employment grew to more than 500 employees in Maryland, Washington, and Pennsylvania.  Headcount increased by 50%.  The additional staff allowed DiscoverOrg to grow the database and “deliver an unparalleled customer experience” through an expanded customer success team, redesigned customer training and certification programs, and user experience improvements to both platforms.

The customer base grew by more that 25% to greater than 4,000.

“After the acquisition of RainKing in August 2017, we made a commitment to our combined customer base that they would be able to access more high-quality data as we brought the businesses together,” said Henry Schuck, DiscoverOrg CEO. “In the five months since the acquisition, we more than doubled the datasets our customers access. This phenomenal increase means that our customers are more effective at finding, connecting, and selling to their target buyers.”

In 2017, DiscoverOrg launched SMB and HR datasets which provided a “larger addressable target market for DiscoverOrg and a more diversified customer base.”  A few weeks ago, DiscoverOrg released its Legal and Compliance dataset.

Following the merger, the firm swiftly combined the RainKing and DiscoverOrg company and contact universes.  DiscoverOrg contact coverage expanded 124% while the RainKing universe grew 127%.  With respect to global companies, counts increased 82% to 130,000.

In 2018, DiscoverOrg plans to further grow its database and develop ”new tools and applications that make the data even more easily actionable for sales and marketing teams,” said Chief Growth Officer Katie Bullard.  “Our roadmap is focused on enabling our customers to build an end-to-end pipeline engine with DiscoverOrg’s data as the foundation.”

While the coverage continues to increase, they have maintained their data research focus.  “We repeatedly hear from sales and marketing organizations that the overwhelming abundance of data available today— mostly low-quality and unverified—actually makes it harder for them to do their job effectively,” said Bullard. “We have focused on delivering both the right data and the right tools to make sense of that data in a simple and practical package. The result is that our customers get to market faster, build more pipeline, and close deals more often than their competitors.”

TechTarget Priority Engine: Strong Q4 and Product Enhancements

Priority Engine combines Intent data with predictive analytics, technographics, and contacts.
Priority Engine combines Intent data with predictive analytics, technographics, and contacts.

Technology media company TechTarget announced strong Q4 growth for their Sales Intelligence Priority Engine service.  The firm added over 40 new Priority Engine and Deal Data customers in Q4 with revenues more than doubling year-over-year.  Priority Engine benefited from the addition of DiscoverOrg technographic and contact intelligence during the quarter.  The service combines intent, predictive, and contacts intelligence into a single solution.  Intent data is sourced from their 140 B2B media tech web sites containing 550,000 indexed content pages, many of which make the first page of Google technology searches.  Each day, the firm has one million buyer interactions tied to its 17 million members which it then tags to 10,000 technology topics.  The majority of members have technology titles, but TechTarget also supports five million non-IT members.

Content is available in English, Spanish, French, German, Portuguese, Chinese, and Japanese.

TechTarget claims that its hand-indexed, technology-focused editorial content results in a better indication of technology intent than machine-indexed intent files built across a broader set of B2B media sites.  Furthermore, because TechTarget has member ids associated with site activity, they know who at each company is researching specific topics, providing surge data tied to specific individuals.  Other intent vendors provide anonymous intent.

“Real purchase intent insight is actually made, not scraped from general-purpose websites.  It begins with relevant, useful content that provides critical value to professionals as they look to solve business challenges and make buying decisions. By observing and learning from their content consumption patterns as they happen, marketers can market and sellers can sell at the right time with greater relevance. Our ability to deliver real purchase intent starts with our extensive content footprint and the hyper-relevant audiences that we’ve built.”

  • TechTarget CMO John Steinert

Priority Engine identifies “vendors actively influencing this deal,” core and related topics, and products and vendors.  Installed product and vendor data is licensed from HG Data and viewable by category.  Users can also search installed technology at an account by product, vendor, and category.

Accounts are ranked on a weekly basis with the service providing “an early radar on who’s buying from your named account lists.”  TechTarget provides real-time analysis of the “most active accounts and named prospects conducting purchase research” and ranks those accounts by “likelihood to engage.”  Prospects are segmented by geography and hundreds of marketing segments.  The solution “creates a world-class ABM solution that combines breadth of reach, purchase power insights, and the ability to pinpoint and influence key prospects in one place.”

By combining DiscoverOrg contacts with member search data, Priority Engine provides “direct access” to the demand units of named active researchers and key influencers.  Joint customers will have full access to DiscoverOrg’s editorially verified decision makers alongside TechTarget contacts that are conducting active research.  The partnership displays the “Target Buying Team within a single dashboard.”  Priority Engine customers that have not licensed DiscoverOrg will be limited to ten names per account.

TechTarget announced a set of enhancements last month which includes weekly contact updates, Marketo integration, regional subscriptions (North America, EMEA, United Kingdom/Ireland, APAC, ASEAN and India), and integration with internal datasets such as sales territories and web site visitors.

“We’ve moved beyond company-level insights; Priority Engine gives you access to ranked accounts AND the actual buyers researching purchases at those accounts,” said TechTarget SVP of Products Andrew Briney. “The unique purchase intent insight available within Priority Engine helps marketers generate demand more efficiently, accelerate ABM effectiveness, and deliver a more substantive contribution to sales.”

DiscoverOrg Legal & Compliance Dataset

Executive Change Alerts from the Legal and Compliance database.
Executive Change Alerts from the Legal and Compliance database.

DiscoverOrg continues to rollout additional datasets to meet the needs of sales and marketing professionals that target specific corporate departments. The latest dataset focuses on legal and compliance departments, complementing datasets for technology, sales, marketing, HR, finance, and the executive suite. The new dataset meets the same standards of coverage and quality as previous datasets (e.g. 95% accuracy guarantee, 95% email fill rates, 90-day refresh rate). Along with executive bios and contact information, users will enjoy compliance department org charts, installed technology, and buying signals.

“Companies selling into legal and compliance functions have become okay with buying inaccurate, outdated contact data and sales intelligence tools—some in actual book form.  And until now, legal and compliance companies had few other options. DiscoverOrg is changing that and bringing a solution to the market that is robust, high quality, and designed to allow these organizations to build their businesses around.”

  • Chief Growth Officer Katie Bullard

“Lack of access to contact data has prevented engagement with in-house legal teams at corporate entities,” said the firm. “Many companies outsource legal services to 3rd party firms, but the largest 20% of corporates manage most legal matters in house. The Legal and Compliance dataset enables legal technology and legal services companies to systematically reach this untapped buyer group – to position a technology solution or be the vendor of choice.”

DiscoverOrg is “already seeing high demand” during their soft launch window and have signed several “high-profile legal technology companies.” The dataset is designed for Legal Services companies, Law Firms, and Staffing and Recruiting firms looking to place Legal and Compliance talent.

Coverage spans 150,000 legal professionals across 25,000 organizations constituting “the largest and most complex legal departments and the largest law firms.” Corporate titles include General Counsel / Chief Legal Officer, Legal Operations, Compliance, Government Affairs & Relations, Litigation, IP, Contracts, eDiscovery, Risk Management, Governance, and General Counsel Executive Assistant. Titles at legal services and law firms include C-Suite / Partners, IT, Finance, and Legal staff. Also included are legal representatives at federal, state, and local government entities. Data Security Officers can be found in the IT dataset.

“Ten years ago, DiscoverOrg completely revolutionized the way IT companies prospected, and we’ve now brought that sales and marketing revolution to the rest of the market,” said CEO Henry Schuck. “Companies outside of IT have become okay with buying inaccurate, outdated contact data and sales intelligence tools—some in actual book form. That is not okay, but until now, legal and compliance companies had few other options. Today we are changing that and bringing a solution to the market that is robust, high quality, and designed to allow legal and compliance companies to build their businesses around.”

In 2017, the DiscoverOrg database roughly doubled its contact coverage to three million biographies with emails, direct dials, organizational position, and responsibilities. DiscoverOrg also expanded its company coverage by 50% to 125,000 global entities. The growth was bolstered by the acquisition of RainKing at the end of August. The firm has a team of over 300 researchers responsible for building and maintaining datasets. DiscoverOrg is used by sales, marketing, and recruitment teams at over 4,000 firms.

TechTarget Priority Engine with DiscoverOrg Contacts

 

TechTarget / DiscoverOrg joint offering (Source: TechTarget)
TechTarget / DiscoverOrg joint offering (Source: TechTarget)

DiscoverOrg is partnering with technology media and marketing company TechTarget to deliver its IT intelligence through TechTarget’s Priority Engine platform. The new offering, which will be available on November 2nd, provides a “unified data feed” of DiscoverOrg executive intelligence alongside TechTarget intent and Active Prospect insights. DiscoverOrg doubles or trebles the contacts available for Priority Engine prospects.

TechTarget provides real-time analysis of the “most active accounts and named prospects conducting purchase research” and ranks those accounts by “likelihood to engage.” Prospects are segmented by geography and hundreds of marketing segments. The joint solution “creates a world-class ABM solution that combines breadth of reach, purchase power insights and the ability to pinpoint and influence key prospects in one place.”

Joint customers will have full access to DiscoverOrg’s editorially verified decision makers alongside TechTarget contacts that are conducting active research. Priority Engine customers that have not licensed DiscoverOrg will be limited to ten names per account. The partnership displays the “Target Buying Team within a single dashboard.”

“Our goal is to help B2B tech providers discover and influence the Target Buying Team at accounts in their market segment,” said TechTarget CEO Michael Cotoia. “Our partnership with DiscoverOrg means that our sales and marketing customers have the ability to create, prioritize, influence and convert new pipeline opportunities faster and more cost-efficiently than ever before.”

TechTarget provides both TechTarget active researchers and DiscoverOrg decisionmakers and influencers.
TechTarget provides both TechTarget active researchers and DiscoverOrg decisionmakers and influencers.

TechTarget has embraced ABM and recently published a three-part blog on the topic. According to TechTarget, classic demand generation is based upon generic value-generation arguments:

Classic B2B targeting methods have relied too much on size and seniority. We assume that if a company is huge it must have a need. It’s logical. We assume that the CXO will ‘get’ our value proposition — makes sense, we think, because those people are really smart and our value prop seems super compelling to us. In the end, it’s the very obviousness of this kind of thinking that’s its downfall. Not only is everyone else targeting the same people, but they’re also raising up their message to a CXO level of abstraction to make it very clear. They’re talking “value delivery”, TCO, “next generation” and all those generalities that make everyone sound like everyone else. This can’t possibly work. And it doesn’t. We all know that.

To be effective, you’ve got to think long and hard about who you’re talking to and how what you do can make a substantive difference to them in their business lives. It starts with targeting the right people. Then it’s all about speaking to them at a level that will resonate…

For many of our clients, it’s simply the availability of these new data sources that starts to change everything for them. They now begin with a much better picture of what is actually happening within their target audience so all their campaign activities become more focused in nature. And as they become more adept at using the material, we see them start to refine their approaches to a very granular level. When they start adjusting their messages to address install changes within an account and the concerns of real people within these targets, they achieve another level of performance yet again.

TechTarget argues that firms should micro-target and micro-message to individuals in the enterprise that are dealing with the issues which a vendor’s solution addresses. Furthermore, campaigns should be based upon win research and persona development. ABM programs span renewal and upgrade campaigns, add-on/complementary solution campaigns, and competitive targeting.

TechTarget manages a set of 140 technology research sites. “By understanding these buyers’ content consumption behaviors, TechTarget creates the purchase intent insights that fuel efficient and effective marketing and sales activities for clients around the world.”

TechTarget publishes 275,000 technology articles and claims to have “more 1st page Google results than any other B2B publisher.” Traffic and site activity is then mapped against their taxonomy of over 5,000 technology topics across 300 segments.

Priority Engine offers marketing automation and Salesforce connectors which provide “weekly feeds from Priority Engine to your MarTech stack.” MAP partners include Marketo, Eloqua, Hubspot, Pardot, and Integrate.

Along with DiscoverOrg, TechTarget also partners with HG Data to provide product / vendor insights.

Priority Engine customers include Cisco, McAfee, and White Hat Security.

2016 North American Market Size

North American Sales Intelligence Market Sizing Model (Excel)

The 2017 Market Size of North American Sales Intelligence Vendors. Includes vendor product features, market share, and notes. GZ Consulting Copyright 2018.

$750.00

For the past few years, I have been sizing the North American Sales Intelligence Market.  This is the largest of the markets as Europe and AsiaPac are more fragmented (the UK is the only other mature market with Bureau van Dijk, Avention UK, Artesian Solutions, and DueDil offering full solutions).

In 2016, I estimated the market at $770 million with LinkedIn Sales Navigator as the top vendor.  While new firms continue to enter, the top ten firms (now eight following the 2017 acquisitions of Avention and RainKing) earn seven of every eight dollars in the industry.

I am making my market model available for license (See PayPal button at top) as an Excel spreadsheet.  It includes revenue numbers by company along with market share, key features, and notes.

The LinkedIn Market Share Section of the 2016 North American Sales Intelligence Market Sizing
The LinkedIn Market Share Section of the 2016 North American Sales Intelligence Market Sizing

I have also broken out two sub-categories: Predictive Analytics and Tech Sales Intelligence.  Predictive Analytics vendors continue to scuffle in the marketplace.  Last September, Gartner sized the global market at between $100 and $150 million.  I have gone back and forth on whether to include them in the larger sales intelligence space, but several of the sales intelligence vendors have added light predictive tools (e.g. Avention, DiscoverOrg, RainKing) while the predictive analytics companies have moved to add enrichment and provide more insights to sales reps.  As such, I see the two product categories moving towards each other so chose to include Lattice Engines, Leadspace, and similar firms.

The Tech Sales Intelligence category (e.g. DiscoverOrg, RainKing, Aberdeen, Corporate360) continues to show strong growth and makes up just over 15% of the market.  Both DiscoverOrg and RainKing have posted remarkable growth over the past few years and merged their efforts last month.  Post acquisition, they are the number three vendor in the space and may hit $120 million in 2017 revenue.  The new powerhouse has 4,000 customers and is looking to expand beyond technology sales to become a general purpose sales intelligence solution.

Acquiring RainKing should move DiscoverOrg well past Data.com (Salesforce) which will likely see declining 2017 revenue.  Salesforce has dropped the ball on Data.com.  They overpromised and under-delivered for years, relying on their ability to bundle the offering with other SFDC products.  As of last month, they are no longer able to deliver Dun & Bradstreet content (D&B WorldBase, Hoovers, and First Research) to new customers (legacy customers retain access).  Unless Data.com has a major content partner announcement at Dreamforce, it is likely to see significant revenue declines in 2017 and 2018 as customers switch to D&B Hoovers for Salesforce and other offerings.

Dun & Bradstreet re-established itself as the #2 vendor in the space with the January 2017 acquisition of Avention and the rebranding of Avention OneSource as D&B Hoovers.  Both companies have struggled to grow revenue with Avention growing slowly over the past few years and Hoovers declining.  However, infusing Avention products with Dun & Bradstreet content both reduces the underlying cost structure of Avention offerings and improves the depth and quality of the content.  Furthermore, Dun & Bradstreet has a much larger sales force which previously has lacked a credible global sales intelligence offering.  Hoovers classic generated nearly all of its revenue in the United States.  Over the next two years, expect to see significant revenue shift from Hoovers Classic to D&B Hoovers.

Three-Toed Sloth By Stefan Laube (Tauchgurke) - Public Domain.
Three-Toed Sloth By Stefan Laube (Tauchgurke) – Public Domain.

Finally, LinkedIn Sales Navigator has established itself as the clear number one vendor in market revenue.  The product didn’t exist five years ago and its competitors still tend to dismiss this gorilla in their midst.  How can they be missing the #1 vendor in the space?  Easy — the gorilla is well camouflaged and appears to be more of a three-toed sloth sleeping in the forest canopy.  Sales reps all use the freemium version of LinkedIn so give little thought to delve further when they ask “how are you obtaining your account intelligence today?” and the response is LinkedIn.  Thus, they enter LinkedIn as the competitor into their CRM, not Sales Navigator.  A few months later when they lose the opportunity, the rep then enters “no decision” into the CRM instead of recognizing a competitive loss.  I have been warning vendors in the space for years about this phenomenon, but they have failed to understand the threat of a gorilla that looks like a three-toed sloth.


N.B. Three-toed sloths inhabit Central and South America and gorillas Central Africa.  This is a metaphor.

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