HG Insights released its HG for Marketo integration which provides improved targeting, scoring, and messaging within the Marketo marketing automation platform. The new service helps marketers segment their audience, identify competitive opportunities, and “craft messaging that resonates with the specific pain points and challenges they are facing or determine if a company is using a complementary solution.”
intelligence can be used for both competitive targeting and building scoring
models based upon the existence of competitive or complementary technologies.
New leads are automatically enriched with technographic intelligence,
providing insights for lead nurturing and scoring. Marketo Engage contact
records are updated with the latest new technology installation insights,
providing ongoing, dynamic intelligence.
Insights Technographics integrated within Marketo Engage, marketing teams can
now understand what [sic] technologies their prospects are using and build
nurture campaigns that generate higher response rates,” blogged Marketing
Manager David Guerra. “Marketers can also use HG Insights to identify and
score contacts that are using competitive technologies, and quickly send those
leads to sales for faster conversion.”
Marketo is the easiest way to enrich contact records with accurate technology
intelligence,” said Kineon Walker, Vice President of Product and Marketing, HG
Insights. “The powerful combination of technographics from HG Insights
and Marketo Engage creates more informed communications that help businesses
beat their competition and accelerate growth.”
I profiled SalesIntel and its human-verified contacts last summer but failed to cover a series of announcements from them over the past nine months (they were covered in my newsletter, but didn’t make it into my blog).
SalesIntel continues its database build out with company intelligence alongside their database of nearly three million high-quality US contacts. Each of these contacts is reverified each quarter, providing a smaller, but significantly higher quality email and direct dial dataset than other vendors. The exception is DealSignal which is performing overnight data validation so also delivering recently verified contacts.
Along with high-quality contacts, SalesIntel added company profiles which provide contact context. Company profiles are accessed by performing a company name search and clicking on the company name in the resulting contact list. The new profiles contain the following sections:
Company logo and name
Executive Intel — the names and titles of the top-level executives at the firm. Users can click on the executives to view their details.
Firmographic data from Owler
Industry & Sector info
Tech Intel — vendors and product deployed at the company
Contact Intel — a grid containing the number of executives available within SalesIntel by job function and level. Clicking on a number takes the user to a list of contacts for the company at that function and level. Users can also obtain filtered lists by clicking on the totals by job function or level.
The most recent enhancement is the incorporation of Owler firmographics into their database. SalesIntel users can also view Owler’s real-time news alerts for their prospects including IPOs, Funding, and Acquisition news.
“Owler helps sales teams work faster and smarter. We provide accurate and up-to-date information about companies and their top competitors, as well as deliver real-time actionable insights about the companies that matter to your pipeline.”
Tim Harsch, CEO of Owler
SalesLoft released sales engagement connectors for Outreach and SalesLoft late last year. Duplicate checking is performed. Records are tagged and assigned to SalesLoft cadences and Outreach sequences.
A HubSpot connecter was also released. The integration allows users to select contact owners and assign exported contacts to a workflow. Duplicate record checking is supported.
New targeting features include US metro areas and technographic searching. Users can screen by product, vendor, or category. The technographics file was licensed from HG Insights (FKA HG Data).
Category searching may be performed by keyword or navigating a technology category tree. Technographic searching is a component of the company module.
Contacts are sold in annual plans with contact records beginning at a dollar per record.
SalesIntel was launched last summer. Ramnani said his firm is receiving “very positive feedback from the market.”
Technographics vendor HG Data officially rebranded as HG Insights, rolling out a new name, logo, and website. The rebrand coincides with the launch of their new HG Insights platform. They have retained HG (Holy Grail, not mercury) and shifted from being a data company to an insights company, moving up the knowledge pyramid.
Customers are asking them to “help us isolate on tech
insights farther down the funnel,” said VP of Product and Marketing Kineon
Outsell places information value along a five-level pyramid with raw data in the base and smart data (“normalized and standardized, categorized, linked, and indexed”) at level two. HG Data resided at level two with a highly regarded dataset of product / vendor data that was broadly licensed to sales intelligence vendors, customer data platforms, and predictive analytics companies. While a pure data licensing strategy can provide initial funds for a startup, it quickly caps the growth of the organization as much of the potential value add resides in licensor tools and insights, not the smart data. Thus, to continue growing, HG Data began developing customer-facing workflow tools (Outsell’s level three) a few years ago and expanded its content value with the September acquisition of London-based Pivotal IQ, a curator of IT contract and spend intelligence.
IQ acquisition provided HG Data with an “opportunity to redefine what
technographics means and what technographics is” said Walker at the time.
HG Insights is emphasizing ABM targeting and strategic account intelligence:
“HG Insights helps you ignite opportunity. Opportunity that helps your business accelerate growth by providing you with an unprecedented view of the global markets, industries, and companies you sell to. Intelligence that empowers your business to generate more revenue from your Account Based Marketing programs by scoring your accounts and leads to pinpoint the best prospects. Insights that enable you to increase deal sizes by identifying the company profiles with the highest revenue potential. Insights that help you build better account strategy plans so that your sales team can increase win rates and shorten sales cycles. HG Insights delivers strategic account intelligence that allows your business to remove subjectivity from sales territory management and ensure that your team is focused on the best prospects in every market. Insights you can use to gain market share and outperform your competition. Insights you can trust.”
“We wanted to elevate the look and feel of what has become an
extremely sophisticated company,” said Walker. “No one has the quality
technographics that we have, which include the most accurate technology spend
data available in the market. The new on-demand capabilities of our HG
Insights Platform are unmatched by any competitor. Our unique ability to
work proactively with customers to deliver the Holy Grail of business insights
is reflected in our new name, and we’re excited to see our new HG Insights
Platform drive growth for businesses around the world.”
The HG Insights platform covers two million global company
locations with technographics and spending models. Technographic
intelligence spans 10,000 products across 4,500 vendors.
“We’ve always been an inventive company that finds new ways to help customers stay a step ahead. After seeing so many customers use our technology intelligence to make important strategic decisions, we knew it was time to define our company around the unique insights we deliver. Our new HG Insights Platform gives us an incredible opportunity to showcase our depth and expertise to new audiences with a fresh new image.”
The acquisition moves DiscoverOrg into the number two position in the Sales and Marketing Intelligence space with $230 million in joint revenues. Only LinkedIn Sales Navigator has a larger market share.
leaked the deal on January 25th indicating that “Zebra” was a direct
competitor. According to Debtwire, DiscoverOrg was “pitching its unrated
buyout loan package on strong recent growth and a story that the whole will be
greater than the sum of its parts, said five buysiders familiar with the
deal. Meanwhile, levering up the capital structure draws attention to the
borrower’s ability to meet synergy projections – which could crimp its free
cash flow, especially amid an ambitious technology integration plan, they
indicated that the acquisition was priced at $800 million, a three-fold
increase from Great Hill’s summer 2017 acquisition price of $240 million for
Zoominfo. Debtwire also indicated an FY18 management adjusted EBITDA of
$62.7 million for DiscoverOrg and $17.7 for Zoominfo.
Revenue growth for both companies is strong. DiscoverOrg has made the Inc. 5000 list for eight straight years and Zoominfo for the past four years. Debtwire indicated revenue growth figures of 26% and 30% over the past two years for DiscoverOrg with revenue hitting $152 million in 2018. Zoominfo has grown at an even faster pace over the past two years with growth rates of 63% and 44%. Thus, Zoominfo revenue grew from $39 million in 2016 to $91 million last year.
Based on the
Debtwire revenue numbers for 2018 and historical revenue figures from the Inc.
5000 list, DiscoverOrg had a seven-year CAGR of 61% and Zoominfo of 34%. Zoominfo’s
growth rate is mostly organic while DiscoverOrg’s organic seven-year CAGR,
after adjusting for RainKing revenue, is around 53%.
firms are strongly complementary. Zoominfo provides the deepest set of
B2B emails and direct dials with content mined from email signature
blocks. DiscoverOrg offers deep technology profiles (technographics and
project plans) alongside human verified bios (skills, responsibilities,
education, work histories, emails, direct dials, and social links), org charts,
and company profiles. DiscoverOrg’s human verification supports a 95%
data quality SLA for its contacts. Zoominfo’s Datanyze acquisition
provides DiscoverOrg with additional NLP tools for determining products and
vendors alongside market share analytics tools for marketing and competitive
data is rapidly changing and your data platforms must be built to adapt,” said
Zoominfo CEO Derek Schoettle in September. “ZoomInfo has the largest,
most complete data set of companies and contacts and a goal to enable our
customers to automate, process, curate, and present the data on-demand and in
real-time. Delivering industry-leading technographics, the Datanyze technology
will be a significant addition to help us deliver the right data, at the right
time, to the right person.”
deep, research-verified, actionable insights coming together with ZoomInfo’s
comprehensive coverage of 100M business professionals is an unrivaled combo,”
said the firm. “We each employ different, but highly advanced
technologies and tools to gather, cleanse, and maintain at an unparalleled
“To effectively capitalize on growth opportunities, companies of all sizes need accurate firmographic, technographic, contact, and intent data. Combined, DiscoverOrg and ZoomInfo deliver the trifecta: B2B data of the highest quality, quantity, and depth.”
DiscoverOrg CEO Henry Schuck
past few years, sales intelligence has moved from a standalone browser research
service for sales reps to an integrated workflow solution tied into CRMs,
Marketing Automation Platforms, Sales Engagement Platforms, Chrome Browsers,
and email. DiscoverOrg has been at the forefront of these integrations
with a broad set of platform connectors. CEO Henry Schuck emphasized
these workflow tools during the announcement. “High-quality data is the
fundamental go-to-market requirement for growth. In the near future, CRM and
marketing automation systems will be defined not by their empty-box
capabilities – but by the data that is housed inside them.”
complementary, the combined companies remain weak with respect to deep company
profiles. DiscoverOrg recently added family trees, but they are to the
subsidiary level, not branches. They also lack public company financials,
US and UK filings, SWOTs, and industry research.
DiscoverOrg acquired rival RainKing in August 2017, CEO Henry Schuck stated the
following goal, “The path to rapid revenue growth is paved with highly
accurate, actionable, and predictive sales and marketing data, and the
combination of RainKing and DiscoverOrg means that our joint customer base has
access to an extraordinary portfolio of data, contextual buying insights, and
predictive intelligence. We are building a company that is to sales and
marketing intelligence what Salesforce is to CRM.”
vision was updated today:
“Every sales and marketing team will have a go-to-market operating system that identifies the prospects that should be engaged every day, week, and month based on buying signals and intent data collected in a multitude of different ways. Even better, they have deep insights on the buyers who are making the purchase decisions with accurate contact, org chart, technographic, and firmographic data. It’s all at their fingertips and it’s all served to them dynamically – wherever they are working.”
stated that support, service, and sales for all products will continue.
Both platforms will be sold for the next six to twelve months “with highly
coordinated sales and marketing efforts to ensure customers realize the most
value from the platform(s) that best serve their needs.” In March, joint
customers will have a light integration between the two platforms followed
quickly by DiscoverOrg customer access to Zoominfo company and contact data.
combine the best of both platforms over the next year, customers will have the
best, bar-none, B2B intelligence platform -the highest quality data with the
broadest coverage and deepest actionable insights,” said the firm.
company has 15,000 active customers and 120,000 active users, with the Zoominfo
acquisition trebling the customer count.
stated that there are no plans to shutter any of Zoominfo’s locations and that
hiring will continue for all Zoominfo offices. Zoominfo has more than
doubled its staff over the past year with headcount spread over six locations:
Waltham (MA), San Mateo (CA), Grand Rapid (MI), St Petersburg (Russia), Kazan
(Russia), and Ra’anana (Israel). Zoominfo moved into a new headquarters
location in Waltham, MA just last month. The lease provides space for up
to 450 employees. Globally, DiscoverOrg has over 1,000 employees.
DiscoverOrg’s investors include TA Associates, The Carlyle Group, and 22C Capital.
DiscoverOrg, which has long emphasized technographics and contacts, expanded its company intelligence with the addition of global corporate hierarchies and private equity / venture capital funding intelligence. DiscoverOrg also expanded its contact / biographic coverage with detailed work histories, educational profiles, and North American mobile phones and personal emails.
“The traditional playbooks for B2B prospecting and corporate recruiting don’t work anymore. Today’s buyers and hires expect highly personalized outreach at the right time that cuts through the mass-produced noise we’re all inundated with. The additional data we are now delivering make it even easier for our customers to craft the right message and engage where and when they are most likely to get a response.”
DiscoverOrg CEO Henry Schuck
are color coded and available for 22,000 global companies along with their
divisions and subsidiaries. Tree nodes may be expanded and collapsed,
allowing sales reps to customize their view. Users may link to major
subsidiaries that are also contained within the DiscoverOrg company universe
while non-covered subsidiaries are grayed out. Tree nodes include logo,
location, and ownership type.
has long offered org charts highlighting contact reporting structures, but
family trees have been a gap in their service until now.
includes total funding and round details such as amounts, dates, and investors.
DiscoverOrg did not disclose the sources of their new data sets beyond saying they were licensed from “leading third-party data providers.” The new content was verified by their 250 editors and DiscoverOrg’s automated verification processes prior to being presented to clients.
DiscoverOrg continues its rapid content build out with 4.3 million human-verified contacts across 160,000 top global companies. Additional functionality around the family trees is planned for the next three months. The firm also expects to add funding data screening to their build-a-list functionality.
“Our biggest differentiator is our ability to bring together proprietary technology,automated tools, and integrations that gather data – plus a layer of human verification to ensure its accuracy.”
Katie Bullard, DiscoverOrg President.
DiscoverOrg confirmed that they are on target for their $160M end of year ARR.
HG Data announced the acquisition of London-based Pivotal iQ. The acquisition brings together two complementary tech vendor datasets: HG Data’s Vendor / Platform database and Pivotal iQ’s IT contract data and spend intelligence. The combined content set will help clients target accounts, evaluate purchase likelihood, and identify when best to reach out to prospects.
“For years companies large and small have relied on HG Data to identify the software, hardware and cloud services being used by millions of companies worldwide. With the addition of Pivotal iQ, we are the first in the market to deliver a unique blend of IT spend, IT install and contract renewal intelligence,” said HG Data CEO Elizabeth Cholawsky. “This information can be accessed through the Pivotal iQ platform, allowing our customers to act more quickly on the best technology datasets with the deepest insights.”
Like HG Data, Pivotal iQ employs web crawling and natural language processing to build its dataset. Coverage spans 186 countries representing over 90% of the global ICT spend. The database is matched to D&B WorldBase, providing account and location level views across corporate hierarchies. The firm claims to cover installed technology for all global firms with $50M in revenue and global publics with $25M.
Pivotal iQ intelligence covers 600,000 companies, 8,500 vendors, 10 million supply-side announcements, and 40,000 contracts. Data is updated daily.
The Pivotal iQ InstalledView service details hardware and software installations at the account level. SpendView provides market and country-level analytics and competitor take-out campaigns across 21 spending categories and 22 sectors. SpendView includes a visualization engine for competitive and account analyses. The BuyerView service provides enterprise IT and purchasing departments with intelligence around which vendors are being deployed and which companies are managing outsourced projects within their peer group.
“Our vision for Pivotal iQ has been to deliver the best intelligence on the ICT sourcing activities of Organizations to empower businesses to make better supply and purchase decisions,” said Pivotal iQ CEO Tim Royston-Webb. “By joining with HG Data, our joint customer base now has access to an unparalleled portfolio of firmographic and technographic data along with intuitive decision tools that will help their businesses grow and succeed.”
Zoominfo announced that it acquired both San Mateo-based Datanyze and Israeli firm Y Labs last month. Datanyze provides Zoominfo with a deep set of technographics and segmentation visualization tools to complement Zoominfo’s company and contact database. Y Labs, which is moving into Zoominfo’s recently opened office in Ra’anana, Israel, will operate under the name ZoomInfo Israel Limited (Ltd.). Y Labs will supplement Zoominfo’s product development and security operations.
“I am thrilled to be joining ZoomInfo at this time of tremendous growth in the organization,” said Datanyze CEO Ilya Semin. “Bringing together our two organizations is a perfect union, combining Datanyze’s real-time technographic data with ZoomInfo’s unparalleled – and the industry’s most current – company and contact data.”
Semin is joining Zoominfo as the Vice President of Data.
Both vendors heavily employ natural-language processing for building their respective datasets. Zoominfo also mines signature blocks of its voluntary community members. Zoominfo has some technographic intelligence available to its customers, but Datanyze provides a significantly more mature dataset and technographic capabilities. Datanyze has captured technographic intelligence for 35 million companies.
“Business data is rapidly changing and your data platforms must be built to adapt,” said Zoominfo CEO Derek Schoettle. “ZoomInfo has the largest, most complete data set of companies and contacts and a goal to enable our customers to automate, process, curate, and present the data on-demand and in real-time. Delivering industry-leading technographics, the Datanyze technology will be a significant addition to help us deliver the right data, at the right time, to the right person.”
Schoettle, who joined the company in July, just completed 50 customer discussions over five weeks providing him with insights to both Zoominfo’s strengths and gaps.
“The (customer) advocacy for the company and the product is phenomenal,” Schoettle said. “The second part of our effort now is to round out the data factory we have, looking at all the right data sources, the data quality, and present it to the right end users.”
The acquisition follows a blowout August with billings 53% above July’s numbers. August billing were up 71% year-over-year.
“The growth we experienced in August will continue as we build the industry’s most robust and frequently updated platform for sales and marketing teams thirsting for real-time, on-demand customer data,” said Schoettle. “As we look ahead, we see significant potential to create a world-class development capability in Israel that will allow us to harness leading artificial intelligence and security capabilities which translates into smarter services for our 7,500-plus customers. The rate and pace of change in the data space requires a commitment to innovation and we are thrilled to have this team become part of ZoomInfo.”
Zoominfo also announced the hiring of Brad Noble as VP of Product Design. Noble previously led product design and advocacy teams at IBM Watson, Cloudant, Boathouse Group and MullenLowe.
Datanyze customers will continue to receive support for the Datanyze product offering. Terms of the two deals were not disclosed. Nathan Latka’s database of SaaS vendors listed Datanyze’s 2016 revenue at $6 million, up 50% year-over-year.
Zoominfo has more than doubled its staff over the past year. They are stratified over six locations: Waltham (MA), San Mateo (CA), Grand Rapid (MI), St Petersburg (Russia), Kazan (Russia), and Ra’anana. The Waltham headquarters office is relocating at the end of the year to Constant Contact’s old site along I-128.
Technographics, which were a relatively small segment five years ago, have grown rapidly and are in the midst of a consolidation phase. Three years ago, DiscoverOrg acquired iProfile and then picked up RainKing last August. This week, HG Data acquired London-based Pivotal iQ, Zoominfo acquired Datanyze, and DiscoverOrg rebranded.
Both acquisitions expand the scope of coverage of the acquiring firms. Zoominfo had limited technographics prior to the Datanyze deal and now holds a deeper set of technographics along with analytics and visualization tools. HG Data has expanded beyond product / vendor data to include contract and spend intelligence.
By my research, the IT sub-sector represents 18% of the sales intelligence space with DiscoverOrg in the pole position. Overall, the IT sub-sector is $170 million and it is growing faster than the overall Sales Intelligence market.
“The recent acquisition activity shows the value and appetite for technology data enrichment,” said HG Data VP of Product and Marketing Kineon Walker. “This consolidation cycle is happening as new companies continue to enter the space. As technology data continues to evolve and become more valuable to businesses of all sizes, we expect this sector to continue to grow and flourish.”
What we are seeing is the transition of technographic intelligence from a delighter five years ago to a must have content set for sales and marketing intelligence products. Ten years ago, it was contacts and SMBs that made this transition. Eight years ago it was sales triggers. Four years ago it was emails and direct dials. Now it is technographics.
Next up it may be third-party intent data and the integration of first-party visitor intelligence into more sophisticated lead scoring and prioritization.
I will be covering both acquisitions over the next few days.
Last month, I discussed intent data, one of a trio of datasets that assist with lead scoring. This month I’m touching upon Fit data and next month I’ll be discussing Opportunity data.
Fitness data consists of firmographics, technographics, and verticalized datasets that help define whether a company is a good prospect. Biographic values such as Job Function, Level, Skills, and Responsibilities should also be employed when evaluating contacts or leads.
Firmographics are the basic variables that have long been used to define a good prospect. Firmographics include location, size (e.g. revenue, employees, assets, PE/VC funding, and market cap), industry, and year founded. Other commonly used dimensions include Ownership Flags (Minority Owned, Woman Owned, Veterans Owned, SOHO, Franchise), Ownership Type (Public, Private, Nonprofit, Government), and Parent/Sub/Branch.
Ownership flags are used for both inclusion and exclusion with SOHO and Franchise flags generally used to exclude small businesses and those with limited purchasing authority. Subsidiaries and Branches are often excluded as they also have more limited purchasing authority, but are included when looking for locations to sell into after an MSA is signed or when evaluating entry into overseas markets. In these cases, knowing all of the locations of current accounts and top prospects is quite valuable. Likewise, logistics companies look for companies with many locations.
Several vendors support radius searching around a ZIP code. This select is valuable for both event planning (e.g. 50 miles from a tradeshow) or for sales reps when traveling and looking to include additional accounts and prospects on a trip.
A recent study by Dun & Bradstreet found that three of the top five dimensions used when targeting B2B accounts are firmographic (Location, Industry, and Company Size).
Furthermore, Account specific lists for ABM generally employ firmographic criteria when building or extending ABM lists. (Online activity is an intent variable which was discussed in my last What Is.)
Technographics are an example of a verticalized dataset. Generally they consist of vendors, products, and product categories. Originally, such data was only available from technology sales intelligence vendors such as DiscoverOrg and HHMI (now Aberdeen Services), but HG Data built and licensed a technographics dataset which is now widely available in data marketplaces, predictive analytics, and sales intelligence platforms. Aberdeen followed suite in licensing their dataset as well.
LinkedIn Sales Navigator offers a set of unique selects for targeting departments, department headcount growth, and employment growth. Unfortunately, this data is not downloadable or available for lead scoring.
Biographic variables are also important when determining fit. Job function and level help determine whether a lead is likely to be a decision maker, influencer, or noise. Most vendors map job titles to taxonomies of between 8 and 60 job functions and 4 to 8 levels. Other biographic variables include education, years at company, former companies, and interests.
Data availability and currency may also play into Fit both directly and indirectly. If a select is weakly populated (e.g. Education, Skills), then many potential targets will be omitted from lists or given low scores. In some cases, lowering the lead score due to a missing field makes sense. Lead scores should incorporate the availability of emails, direct dials, and LinkedIn handles because this information increases the likelihood of successfully communicating with a prospect.
TIP: When evaluating vendors, ask about the fill rates on key fields you anticipate using in your lead scoring or prospecting.
In a similar vein, last update dates should also be used as a filter. Data from SHRM indicates a 2016 average contact decay rate of 27% when accounting for job departures, lateral moves, and title changes. And this is only at the contact level. The rate is even higher when including company name changes, relocations, and bankruptcies / facility closures. Thus, the last update field is a relevant fitness variable for prospecting but not inbound lead scoring.
In short, lead fitness can be defined by a broad set of who, what, and where variables related to companies and contacts.
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.
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).
In 2017, I estimated the market at $950 million with LinkedIn Sales Navigator as the top vendor. While new firms continue to enter, the top four vendors earn two of every three dollars in the industry. The top four concentration increased 7% last year, mostly due to the acquisitions of Avention and RainKing.
The industry grew 17% over the past year with the majority of this growth being captured by LinkedIn Sales Navigator, DiscoverOrg, and Zoominfo. TechTarget, which was off my radar in 2016, has also seen rapid growth in 2017 and 2018.
DiscoverOrg acquired RainKing at the end of August 2017 so two-thirds of its revenue was recognized as RainKing and one-third as part of DiscoverOrg. Combined, the two firms earned around $118 million least year with DiscoverOrg ending the year with a $130 million plus ARR. DiscoverOrg raked in two of every three dollars within the technology sales intelligence sub-segment.
LinkedIn holds a nearly 30% market share. It has grown rapidly while remaining under the radar of its peers as it is often used as a complementary service to other sales and marketing intelligence services.
Data.com’s 2017 revenue was stable but Dun & Bradstreet forecasted a 30% drop in 2018 (D&B is a revenue share partner on the service). I anticipate that much of this revenue will shift to other vendors in 2018 and 2019. Dun & Bradstreet is in a strong position to take much of this share, but other vendors are pushing hard to acquire Data.com clients.
Zoominfo was ahead of the other sales intelligence vendors in recognizing the value of adding marketing functionality alongside their sales tools. This has put them in a strong position for data services. They also built the deepest set of global contacts with emails and direct dials and were early to build out connectors (CRM, MAP, Sales Engagement, and Chrome).
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.