DiscoverOrg Startup & SMB Dataset

"Building a Winning Dataset" from DiscoverOrg Collateral.
“Building a Winning Dataset” from DiscoverOrg Collateral.

Sales and Marketing intelligence vendor DiscoverOrg announced their latest database earlier today.  The new Startup and SMB dataset covers more than 60,000 small and mid-size businesses and 400,000 executives.  The initial North American coverage profiles companies with between 50 and 1,000 employees.

All of the contacts are editorially verified and will be maintained via the same sixty-day review cycles as their other contacts.  Executives cover “all key departments, including IT, Engineering, Marketing, Sales, Finance, HR, and Operations.”

“DiscoverOrg’s data difference is its team of 250+ researchers who constantly augment and verify the data in our platform,” notes Henry Schuck, DiscoverOrg CEO. “Unlike other vendors that provide SMB lists with thousands of irrelevant contacts, companies, and incomplete and duplicate records, the DiscoverOrg Startup & SMB dataset is as rich and accurate as our enterprise data.”

CMO Katie Bullard said that DiscoverOrg has “aggressive plans” to invest in SMB dataset development due to customer benefits.

With more companies, our researchers won’t have to skip over Triggers that they find through their research. We’re able to return a greater number of companies that use a certain technology, and our predictive tools like AccountView and DealPredict have larger reach with more matched accounts.

  • DiscoverOrg CMO Katie Bullard

The initial dataset is limited to North America as that is where they have the greatest current demand, but DiscoverOrg plans to internationalize the Startup and SMB dataset in the future.  While the goal is to cover all firms with at least 50 employees, the initial dataset consists of firms requested by their customers.

The press release noted how difficult it is to find reliable, actionable intelligence for SMB sales teams.  Along with company and executive profiles, the database provides 6,000 “research verified buying triggers” per month.

In smaller businesses without media coverage or press releases, almost none of the buying intent triggers that DiscoverOrg gathers – including planned investments, key projects, personnel moves, and internal spending budgets – is made available to the public. This is where DiscoverOrg’s team of researchers provides a clear advantage: While there are millions of registered companies in the US, the difficulty is identifying and gathering intelligence on the small percentage of these companies who are 1) legitimate entities and 2) have true spend / budget. By continuously verifying contact info, conducting interviews, and engaging in research activities, DiscoverOrg overcomes the shortcomings of web-scraping for hard-to-find data on the SMB space, ensuring the intelligence customers receive is highly relevant and immediately useful.

  • DiscoverOrg Press Release

“Sales and marketing teams that want to reach the SMB market have had a very difficult go of it,” said Nancy Nardin, President of advisory firm Smart Selling Tools. “There’s been a real dearth of verified, accurate data on SMBs, quite simply because it’s harder for data companies to get. DiscoverOrg is solving for this very real pain point by bringing their best-in-class research verification model to the SMB space. You can expect the same high-quality data you get from DiscoverOrg’s broad datasets. ”

Across all databases, DiscoverOrg now covers 1.5 million executives and 90,000 companies.  Customers may purchase access to the full database or various databases by job function, company size, or region.

 

SalesTech Landscape

Snippet of SalesTech Super Graphic developed by Nancy Nardin of Smart Selling Tools.
Snippet of SalesTech graphic developed by Nancy Nardin (Smart Selling Tools).

Yesterday, I wrote about the recently released MarTech Landscape.  While SalesTech isn’t as large, it is also receiving significant funding.  Nancy Nardin, of Smart Selling Tools, published her SalesTech Landscape spanning more than 400 firms.  As it is a first generation edition, there are a number of errors and omissions.  The most glaring gap I spotted was the Installed Tech Stack category which was missing  RainKing, Datanyze, Aberdeen, D&B Hoovers, and Corporate360, but I’m sure she will receive plenty of feedback to fill gaps.

In fact, she is maintaining the graphic and is already up to 1.2a.

If you want more details on the companies in these sections:

  • Database Cleanse & Append
  • Lead/Lists Building
  • Outreach Email Workflow
  • Installed Tech Stack
  • Sales Personalization/Trigger Events/Social Selling

Feel free to reach out to me for my Market Insights Newsletter and market research.  If you are looking for quick profiles of companies, check out CabinetM which focuses on Martech but also covers a fair number of SalesTech firms.

CabinetM helps modern marketing teams build, manage and optimize their marketing technology suite in a rapidly transforming digital marketing environment. The platform enables full lifecycle support around digital tool discovery, qualification, implementation and management by individual marketers, teams, and throughout enterprise organizations.

  • CabinetM About Us

InsideView: Insights Enterprise for MS Dynamics

Microsoft Dynamics Insights Company Prospecting
Microsoft Dynamics Insights Company Prospecting

InsideView is now offering an Insights Enterprise edition for Microsoft Dynamics which adds prospecting and several other enhanced features to Insights, their Dynamics OEM partnership.  Insights Enterprise is available for Dynamics CRM and 365 for $49 per user per month in the US and Canada.

Company and contact prospecting is an InsideView strength.  Along with standard firmographic and biographic variables, InsideView’s list building feature includes selects for agents (sales triggers), connections (who knows who), and the presence of emails as well as social handles.  Users can save searches; upload lists as Accounts, Contacts, and Leads; add companies or contacts to Watchlists, or download lists of up to 500 records to Excel (users are allocated 500 record downloads per month).  Up to twenty records may be uploaded directly to Dynamics at a time with the system preventing duplicate record uploads.

Other new or expanded features include up to five Watchlists for following prospects and obtaining custom news alerts, custom field mapping, social media stream personalization, and family tree display.  Enterprise customers receive direct InsideView training and support.  Finally, Insights Enterprise includes InsideView’s iOS mobile app which previews relevant contact and firmographics in context of calendar appointments.

“For the end user it is not about [a sales tool’s] flashy bells and whistles. They want the right information about companies and contacts they care about,” said Heidi Tucker, VP of Global Alliances.  “They want to make it real time and relevant. That’s what’s valuable for the prospects I’m calling on today.”

Insights is also available through Microsoft partners.

“I’m pleased about the expanded functionality and availability of Insights Enterprise,” said Chris Huntingford, Pre-Sales Consultant, Hitachi Solutions Europe. “In addition to helping us sell more Dynamics CRM Online and 365 installations, our on-prem clients who have not yet converted to an online environment can now take advantage of Insights Enterprise, a comparable — in fact enhanced — alternative to Insights, which is only for online environments.”

InsideView has offered an OEM edition of their service within Microsoft Dynamics for around five years.  Tucker described the shift in sales and marketing since the beginning of the partnership as one of moving from a shotgun approach to precision sales and marketing via ABM:

The biggest change we’ve seen over last 5 years is the focus from more of a one to many approach  in sales and marketing – thinking the more data or prospects the better – to now much more of a targeted approach. We’re all so over-messaged in every aspect of our lives…we now see a return to a much deeper level of engagement, especially in B2B. [A sales professional] wants to see who [his or her] buyer is, who that team is, and bring real business value to them. The only way to do that is if you have the news and intelligence in a more meaningful way than competitors.

Dynamics clients outside of the US and Canada are now eligible for discounted pricing.  A landing page is listing up to 50 seats of Insights Enterprise for $10,000 / €9,500 / £8,000 per annum.  Additional seats are priced at $10 / €9.5 / £8 per month. The limited time offer runs through June 30th and includes onboarding, training, a dedicated customer success manager, and technical support.

When Insights was launched five years ago, the InsideView offering was more US-centric in its content coverage, but the firm has expanded its coverage significantly, particularly in Europe, with 5 million companies and 16 million executives outside of North America.

Tech Profiler, InsideView’s set of technographics for 525,000 companies spanning 2,100 hardware and software products, is available as an Insights Enterprise premium beginning at $5,000.  Tech Profiler is presented as an additional Insights tab.  Users can filter by product category or perform keyword searches.

Tech Profiler Filtered for Project Management and Vertical Markets.
Tech Profiler Filtered for Project Management and Vertical Markets.

However, tech variables are not available in Insights Enterprise Build a List.

DiscoverOrg Data Quality Put to the Test

DiscoverOrg contact and firmographic intelligence displayed within SFDC.
DiscoverOrg contact and firmographic intelligence displayed within Salesforce.com.

Sales Trainer Steve W. Martin recently ran an independent study of DiscoverOrg contact data quality which found that the vendor lives up to its high quality data claims and SLA.  According to Martin, “DiscoverOrg had no foreknowledge that I was measuring their data accuracy and no influence over the sample data set I used.”

Martin randomly selected 100 contacts from a file of 10,000 and conducted the study himself.  He evaluated seven fields and found very high data quality levels:

  • Full Name Accuracy was 99%, including spelling.
  • Contact Company name was 98%
  • Title Accuracy was 96%
  • LinkedIn URL accuracy was 97%.  The three contacts that lacked LinkedIn URLs confirmed that they did not have LinkedIn profiles.
  • Seniority Level accuracy was 100%
  • 97% of the emails were deliverable with only a 3% bounce rate.  As contacts decay at a 2% rate per month, 97% is at the upper end of expectations.
  • Twitter Handles were correct 100% of the time, but only 10% of the contacts had the field populated.

With the exception of Twitter handles where there is likely a significant underpopulation of the field, the dataset lived up to its 95% SLA and data quality claims.  It should be noted that Martin did not evaluate DiscoverOrg’s technographics, org chart relationships, responsibility data, or event alerts.  These are other areas where their editorial data distinguishes the firm.

“This study confirms what I have personally heard from a wide cross-section of the technology companies I work with,” said Martin.  “DiscoverOrg provides highly accurate contact data. In addition, this study was based on a small subset of the data that DiscoverOrg provides. Of primary importance to my clients are the detailed IT organization charts, the identification of the different technologies installed, recent trigger events such as personnel changes, and the direct phone numbers of contacts.”

These types of studies are often expensive to conduct and difficult to construct when comparing vendors.  I performed similar studies as internal benchmarks when I worked at OneSource (now D&B Hoovers) and for clients since becoming a consultant and no vendors approach this level of data quality (Note: I have never evaluated RainKing which utilizes similar data collection methods).  What is clear is that the smaller universe, editorially-crafted DiscoverOrg file of 60,000 companies and 1 1/2 million contacts clearly has higher contact data quality than other vendors (again, excluding RainKing).  When discussing DiscoverOrg and RainKing with clients, I describe them as using traditional artisanal research methods which entail focusing on a smaller universe of companies and contacts at these companies.  This approach makes for a strong fit for firms employing an ABM approach to target large accounts, but may be insufficient for more transactional marketing approaches which are more sales development and demand generation focused.  Both cost and lack of coverage of SMBs would be issues at those firms.

“Bad data is costly and can be the single point of failure in an otherwise successful campaign,” says the firm on their website.  “We don’t just pay lip-service to the quality of our data. We contractually guarantee it. We know that success in every sales and marketing effort begins with highly accurate, verified data that your team can trust.”

What is clear is that this quality-centric approach to gathering data has proven successful.  Both RainKing and DiscoverOrg have high growth rates and regular Inc. 5000 membership.  DiscoverOrg closed last year with $71 million in annualized recurring revenue so is almost assured of making the Inc. list for the seventh year in a row.

Martin published his results online as a PDF.

RainKing Federal IT Dataset

RainKing Org Charts provide headshots, social media links, contact information, and organizational position.
RainKing Org Charts provide headshots, social media links, contact information, and organizational position.

RainKing officially release their Federal IT dataset on April 18th.  The new offering covers federal agencies including Defense, Health and Human Services, Homeland Security, Veteran Affairs, Treasury, Transportation, Agriculture, Commerce, Justice, State, Energy, Social Security Administration, and NASA.  Quasi-governmental agencies such as the USPS, Fannie Mae, and Amtrak are also covered.

The 2016 tracked spend hit $76 billion.

“The federal government represents a massive opportunity for software and technology companies to tap into a steadily growing market,” stated RainKing CEO John L. Stanfill. “This new dataset will be valuable in helping our customers quickly identify and connect with the right decision makers across the federal government.”

Profiles span a broad set of governmental and technographic data including

  • Org charts which “are equal in depth to the rest of the database, mapping decision makers (executives), influencers, procurement officers, etc.”  Org charts span departments, agencies, and sub-agencies.
  • Complete profiles and contact information for these individuals
  • Current IT budget
  • Technologies-in-use and those responsible for them
  • Daily investment signals for active projects, RFPs, and upcoming technology investments –including the decision maker for these projects
  • Location details for headquarters and other offices within the departments/agencies
  • Other relevant department/agency information

“Unlike with other sources of Federal projects and initiatives, RainKing’s intelligence focuses on the actual decision makers and budget holders, not just the government procurement managers,” said the firm.

RainKing maintains a sixty-day editorial review cycle and plans to continue expanding their Federal coverage.  The firm currently provides 100,000 Federal, State, Local, and Education decision makers.

“This dataset is different than any other existing solution, because in one view, our clients can not only search for active projects and RFPs, and pinpoint the actual decision makers responsible for those projects, but they can also gain insight into the existing technology environment within the agencies and bureaus. This is immensely valuable from a competitive standpoint,” said Jennifer Kitchen, Chief Content Officer at RainKing.

Customers can purchase the dataset individually or alongside other RainKing files spanning 60,000 global companies and one million executives.  They pre-sold over fifty clients.

RainKing has been rapidly growing its company and contact coverage over the past few years.  Their editorially-gathered dataset now spans over one million financial decision makers across nearly 60,000 global organizations.

The RainKing Prediction Engine suggests and ranks contacts.
The RainKing Prediction Engine suggests and ranks contacts.

Fiind Predictive Visualization Tools

Predictive analytics company Fiind rolled out a set of product enhancements at the beginning of March to assist with company analysis, framing discussions, and identifying potential product issues.  According to the company, “Fiind helps businesses find their customers efficiently using machine learning – by enabling marketers and sellers tune into signals that customers send prior to buying. Fiind’s library of over 100 million signals serves as a Customer GPS with answers to questions such as who is likely to buy (and what and why).”

The company announced the following additional insight visualization tools for sales reps:

  • Pitch Points – Guidance on signals and supporting points to script effective Sales pitch.
  • Forum Talks – Topics (technologies, complaints, issues, etc.) classified based on the discussions in the forums.
  • Success Stories – Case studies/success stories on tech usage
  • Top Picks – Visualize corporate hiring patterns
  • Survey Results – Run a survey (externally) and display the key findings (e.g. DB Admin for a DB product)

The Pitch Points feature identifies company insights and frames them within the context of a company’s product offerings.

Fiind Pitch Points assist with account messaging.
Fiind Pitch Points assist with account messaging.

Forums helps identify potential pain points based upon public forum discussions while case studies/success stories extract intelligence from published case studies.

Customer Complaints identify potential pain points.
Customer Complaints identify potential pain points.

Company Hiring patterns are useful for discerning the underlying technology and emerging staffing requirements at companies.

Fiind Company Hiring patterns
Fiind Company Hiring patterns

Fiind predictive scores and insight visualization tools are available via browsers, email alerts, Salesforce.com, and Microsoft Dynamics.  They can also provide a “personal briefing agent” within Office 365 or Google Apps.

KiteDesk FIND: Technology Prospecting

KiteDesk added a set of 2,200 searchable technologies across 525,000 companies to its FIND prospecting service.  Screenable technologies may be used for competitive, complementary, and adjacent / enabling technology targeting.  Along with technographics, users may screen by firmographics, department, keyword, and job title across multiple vendors.  The technographics are accompanied by contact information including email, direct dial, and social links.

KiteDesk marries their FIND Account Based Sales Prospecting engine with their FLOW Account Based Sales Engagement platform.  Thus,  both list building and lead engagement (e.g. workflow, dialer, email, calendaring, analytics) are managed from the same platform.

KiteDesk FIND technology screening supports filtering by technology categories.
KiteDesk FIND technology screening supports filtering by technology categories.

“We’ve taken what is already widely considered the pre-eminent lead generation software tool and made it even better,” said Eric Quanstrom, CMO at KiteDesk.  “Discovering who you should be targeting is the most time-consuming, yet important part of outbound lead generation. Pinpoint data is the very heart of prospecting effectively.”

Other recent additions to the FIND service include auto-preview which displays dynamic data provider counts as a search is built and identification of multi-site vs. single location companies.