HG Insights Market Intelligence for SOM Analysis

Last month, HG Insights launched its Market Intelligence service that supports technographic market research. The analytics service supports sales, marketing, and strategy teams at B2B vendors, letting them develop account plans, segment markets, evaluate market entry, and size opportunities.

Product and strategy teams can analyze market trends, size market opportunities, and assess competitors’ strengths and weaknesses.  They can also use it to identify the Service Obtainable Market (SOM), which is the market segment size a firm can capture with its solution. As HG Insights notes in the following graphic, the SOM is a narrower definition of market potential than TAM (Total Addressable Market) and SAM (Serviceable Addressable Market).

For example, many entrenched vendors in the North American Sales Intelligence space have robust solutions and established market share.  Looking to displace LinkedIn Sales Navigator, Zoominfo, D&B Hoovers, and InsideView in the most mature Sales Intelligence segment would be difficult.  However, a SOM analysis would indicate that the UK is the second most mature market and that continental Europe is beginning to take off.  Thus, a product manager might focus on European content and multi-lingual capabilities (e.g., UX, event tagging, free form text translation).  Likewise, they might select niche markets such as financial services with strong compliance requirements or choose to develop functionally differentiated services (e.g., GrowFlare focused on psychographics and ICPs before being acquired by Terminus late last year).

“Without a SOM containing detailed information about competitor product installations, you’d have no way of knowing this and might decide to go to market in a region saturated by competition you have very little likelihood of displacing. Alternatively, what if you were looking at different regions or countries and wanted to identify which situations represented the best growth opportunities for your business. Again, knowing the estimated market size in revenue isn’t going to help you much. But what if you knew what companies had budgeted to spend on your category of product by region, entity, or industry?”

HG Insights VP of Global Sales Scott Smyth

“Business leaders need more than high-level market reports to make successful go-to-market decisions,” said HG Insights EVP of Product Rana Kanaan. “With our actionable market intelligence offering, we are giving our customers the ability to customize their market views by the attributes they care about most and operationalize intelligence for their revenue teams.  This allows them to allocate resources more effectively, prioritize the right product initiatives, and give their sales and marketing teams the account details they need to pursue the best opportunities.”


Scott Smyth is offering a master class on TAM/SAM/SOM on February 24th. Here is the information:

HG Insights Market Intelligence

HG Insights continues its evolution from a technographics licensor to a full-service direct source of technology market intelligence.  Two weeks ago, they launched Market Intelligence, a market analytics service for marketing, product management, and strategy groups.  Market Intelligence delivers “actionable insights [that] business leaders need to understand their markets in-depth, make better business decisions, and go-to-market (GTM) with confidence.”

Market Intelligence insights are derived from their global verified technology installation data, including which products have been installed, tech stack spend by category, and contract terms. “This trio of data sets powers detailed, customizable views of the entire installed technology ecosystem,” wrote the firm.

The IT Spend and tech install data are broken into different categories, helping sales teams determine which verticals are likely to have both budgets and an intention to purchase.  Revenue teams can drill into market segments to understand the “size, shape, and structure” of target markets.

Likewise, marketing can use install and spend intelligence to better segment and target their outreach.  Information can be analyzed by IT category, industry, region, and other relevant attributes.  Better targeting allows firms to focus their marketing spend and attention on the right prospects and feed marketing qualified leads to sales.

Revenue teams can deploy Market Insights for territory optimization, account targeting based on propensity to purchase, and account-based messaging.

HG Insights contrasted Market Intelligence with traditional technology research vendors that provide “static, top-down analyst reports that are not customizable at the account level.”  According to HG Insights, technology analyst reports lack the account intelligence that revenue teams require to engage with customers and prospects effectively.

“HG Insights Market Intelligence platform addresses these challenges by providing you with the bottom-up account intelligence you need to understand your markets in-depth and make better business decisions,” contrasted HG Insights Marketing Communications Manager David Guerra.  Using our Market Intelligence platform, you can now instantly analyze the true size of your markets globally by technology installation, IT spend and budget, and a number of other factors.”

Users can also compare the market size of various markets such as countries by vertical to determine growth opportunities.  Other features include vendor penetration rates by industry, purchasing and spend data for target accounts, and segmentation based upon ICP criteria.

“The HG Insights Market Intelligence platform gives you all the information you need to understand your markets, remove subjectivity from planning, and go to market with confidence,” stated Guerra.

A few weeks ago, HG Insights closed on an equity round with Riverwood Capital.  HG Insights completed a successful 2020, reaching its highest annual recurring revenue (ARR) and profitability.  Employment rose 30% last year, and revenue grew over 35%.

“Customers continue to reaffirm that HG Insights’ data’s breadth, depth, and coverage accuracy has become an indispensable asset for critical decision making at every level of a technology company,” commented Riverwood Principal Ramesh Venugopal who joined HG Insights’ Board.  “HG Insights provides unique, data-driven knowledge giving decision-makers confidence that they are making the right choices.”


Part II covers how Product and Strategy teams can employ Market Intelligence for determining the Service Obtainable Market (SOM) for technology offerings.

HG Insights Equity Round

Technology Intelligence vendor HG Insights closed on an equity round with Riverwood Capital.  Neither the size nor the valuation was disclosed.  

HG Insights employs natural language processing and machine learning to develop account intelligence concerning technology installations, IT budgets, and contract information for eleven million global companies across 14,000 products.

“Our customers have come to rely on HG Insights as an indispensable input into their most strategic decisions such as market sizing, whitespace analysis, and territory planning as well as for fundamental activities including opportunity prioritization and account-based marketing intelligence.  Our rapid growth over the last two years is fueled by the depth and breadth of benefits we provide to B2B technology companies, globally. Riverwood’s investment is a vote of confidence in our future.  It gives us flexibility and access to resources to help accelerate our growth and capitalize on the exciting opportunity before us.”

HG Insights CEO Elizabeth Cholawsky

Riverwood is a Technology-focused growth-equity firm with $3.5 billion in assets under management.  Riverwood says that it offers “a unique combination of operational, strategic, technological, and financial insight to portfolio companies that need both growth capital and expertise in order to scale.”

Riverwood Capital Managing Partner Jeff Parks said, “HG Insights represents a golden opportunity for Riverwood to continue to use our capital and expertise to accelerate the growth of innovative technology companies addressing demonstrated but unmet market needs.  Elizabeth and her team have built an organization poised to disrupt the traditional go-to-market process for companies of virtually any size, and we’re very excited about the potential of this partnership.”

HG Insights just closed on a successful year, reaching its highest annual recurring revenue and profitability.  Employment rose 30% last year, and revenue grew over 35%.  While HG Insights continues to license its firmographics to other vendors, its growth has been focused on direct sales of technographics and analytics to customers.

“Customers continue to reaffirm that HG Insights’ data’s breadth, depth, and coverage accuracy has become an indispensable asset for critical decision making at every level of a technology company,” commented Riverwood Principal Ramesh Venugopal. “HG Insights provides unique, data-driven knowledge giving decision-makers confidence that they are making the right choices.” Jeff Parks and Ramesh Venugopal have joined HG Insight’s Board of Directors

HG Insights Product Line — Missing is the just announced HG Market Intelligence service that provides “actionable market intelligence for every phase of your go-to-market.”

HG for Marketo

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.”

Technographic 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.

“With HG 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.”

Technographic audience targeting by HG for Marketo
Technographic audience targeting by HG for Marketo

“HG for 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.”

Ringlead B2B DaaS

Ringlead was a pioneer in the B2B DaaS space and continues to support batch and on-demand company and contact intelligence.  They began building matching algorithms for duplicate cleansing and prevention in 2004 and joined Salesforce’s AppExchange as an early partner.  RingLead’s algorithms are used to connect third-party databases for data appends.  The firm now provides a broad set of B2B DaaS hygiene and enrichment services including data cleansing, standardization, normalization, de-duping, segmentation, routing, and appending services.  Users can upload lists to their cloud service or perform ongoing updates to enterprise software platforms.

Prior to enriching records, RingLead performs a set of validation and standardization steps which both enhance the data and improve match rates.  Names and addresses are standardized, emails are validated, and customer-specific mapping logic such as revenue bands and industry sectors are applied.

Sales Ops and Marketing also have control over duplicate matching logic and data consolidation rules.  Field-level rules help determine which fields are retained when records are merged or whether fields should be concatenated.  When records are enriched, admins can set fields to always be overlaid or enriched only when null.  Over 100 company and contact fields are supported.

RingLead provides enterprise software connectors for Salesforce, Eloqua, and Marketo.  Several others are in development.  For marketing automation platforms, they provide JavaScript which is dropped into lead forms and which provides company suggest logic for immediate matching.  Records are validated upon submission and immediately enriched.  Duplicate checking is also performed.

In Salesforce, duplicate logic is employed during record creation and as a batch process.  RingLead supports Account, Contact, Lead, and Custom record data enrichment and I-frame display.

When routing leads, sales operations can distribute by name, industry, geographic territory, size, or other field-based logic.  Leads are assigned to current account owners.  If a lead is new and does not match any pre-defined assignment rules, round-robin assignment is employed.

Ringlead Capture
Ringlead Capture

RingLead offers both its own master database of companies and contacts and API access to data from other B2B and B2C vendors with admin-defined waterfall rules.  Cascade selection provides a broader set of fields as well as secondary and tertiary vendors which can be called if the primary is unable to enrich a record.  Third-party records are standardized so that data is normalized and displayed consistently across all record sources.  Custom segmentation rules are also employed and duplicate prevention logic is applied across all of the vendors.  Marketing can even prospect against multiple vendors in RingLead with records de-duped and standardized.

RingLead is shifting its focus from being a data vendor to facilitating a data ecosystem.  “There is no company that should use a single data provider,” said RingLead Chief Product Officer John Kosturos.  “We are giving customers the ability to get the best data all the time.”

Data partners include

  • Company – Owler, DatabaseUSA, LexisNexis, NetWise, KickFire, and Dun & Bradstreet resellers
  • Contact – Google, Bing, FullContact, NetWise, PIPL, StatSocial, Informatica, Oceanos (TechTarget), and Clearbit
  • Technographics – HG Insights and Clearbit

A customer may have a license with a data vendor, but choose to pull the data through RingLead enrichment or prospecting.  Customers pay the data vendor for the data license and are charged only for API calls by RingLead.  Cleanse and Enrich have volume-based pricing based on the number of supported records.

Pricing begins at $2,000 per month, “far less than it would cost to hire a person to try to manage these processes manually,” said Kosturos.

While the core functionality is designed for marketing and sales operations, the DMS Capture Chrome extension (see image on right) allows sales reps to conduct real-time company and contact research from LinkedIn, LinkedIn Sales Navigator, Google, or company pages.  Capture sends records to over twenty platforms including CRM and Sales Engagement vendors.  Standardized records can be sent to Salesforce as Accounts, Contacts, or Leads.  Duplicate records are flagged.  Over 75 standardized fields are available including emails, direct dials, LinkedIn hyperlinks, Twitter handles, firmographics, and technographics.  When performed against Google search results, LinkedIn lists, or Executive Pages, a list of matched contact profiles is displayed and may be uploaded selectively or in bulk.

Customers include CA Technologies, HP, Uber, Capital One, BNY Mellon, and the New York Stock Exchange.

Quora: How can you export Linkedin leads/contacts into a database?

LinkedIn does not permit lead/contact downloading. This is part of the privacy agreement they have with their members.

That being said, there are some workarounds. The first is to license Salesforce Navigator which maintains a set of Accounts (companies) and Leads (contacts) within the product. While not downloadable, you receive alerts on those contacts along with messaging tools (InMail, messaging, and PointDrive).

You can also download accounts and contacts (called Leads within Sales Navigator) from Salesforce or MS Dynamics to LinkedIn Sales Navigator. While company and contact data is view only within CRMs, any data entered into LinkedIn (e.g. Notes, InMails) is uploaded to your CRM.

Sales Navigator includes a set of SNAP connectors for CRM, Sales Engagement, and other platforms. This tool provides a subset of Sales Navigator and Functionality within enterprise software. Features include profile viewing, InMail, connections, and icebreakers (talking points).

LinkedIn SNAP Connector within a Salesforce Opportunity Record (View Only).
LinkedIn SNAP Connector within a Salesforce Opportunity Record (View Only).

Option 2 is to license a chrome extension which recognizes domain names and LinkedIn profiles and matches them against their reference database. They then provide contact details and company firmographics within a right-handed side window. These databases usually include email and phone information not available in LinkedIn. Some include other details such as company technographics, news, and Alexa scores. Vendors with Chrome extensions include Zoominfo ReachOut, DiscoverOrg, HG Insights, DataFox, RingLead, Sigstr, PersistIQ, and Pitchbook.

The Zoominfo ReachOut Chrome extension supports contact prospecting at companies along with on-demand company and contact profiles based upon the current LinkedIn page or company domain.

Chrome extensions support send to Salesforce, MS Dynamics, Outreach, and SalesLoft features. Thus, you can be researching a company or contact, click on the extension icon, and kick off a sales engagement cadence within a few seconds (longer if you pause to review the enhanced profiles). A few even include contact prospecting for companies so you can search for specific company roles and

  • Add them to your CRM as contacts or leads individually or in bulk
  • Be notified of contacts already in your CRM (to avoid duplicates)
  • Kick off a Sales Engagement cadence / sequence
  • Research employees

SalesIntel: Company Profiles, Technographic Searching, & New Connectors

SalesIntel Company Profile
SalesIntel Company Profile

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
  • HQ info
  • 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.

SalesIntel Technographic Screening
SalesIntel Technographic Screening

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.”

HG Data Rebrands as HG Insights

HG Insights Product Line
HG Insights Product Line

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 Walker.

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.

The Pivotal 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.”


Laura Firey, HG Insights Product Manager  

HG Insights workflow tools support TAM Analysis, ICP development, whitespace analysis, data enrichment, and programmatic marketing.  Connectors or extensions are available for Salesforce, Lightning Data, Marketo, and Chrome.

“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.”


Elizabeth Cholawsky, HG Insights CEO

HG Insights enterprise clients include Dell, Hewlett Packard Enterprise, AWS, Cisco, Tata, Workday and Red Hat.  Data partners include DataFox (Oracle), TechTarget, Lattice Engines, and Dun & Bradstreet.

HG Data Acquires Pivotal iQ

HG PIHG 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.”

Deal terms were not disclosed.

Consolidation in the Technology Sales Intelligence Space

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.