Oracle Acquires DataFox

Oracle recently acquired DataFox, providing them with access to 2.8 million company profiles, including funding and M&A data.  DataFox “gives customers real-time insight to know when a business exhibits noteworthy behaviors.”

“The combination of Oracle and DataFox will enhance Oracle Cloud Applications with an extensive set of trusted company-level data and signals, enabling customers to reach even better decisions and business outcomes,” wrote Oracle’s EVP of Applications Development Steve Miranda to customers and partners.

Oracle provides the following deal shorthand:

Oracle Cloud Applications + DataFox = Even Smarter Decisions

DataFox is growing its database at 1.2 million companies annually.  The database will deliver real-time insights into its cloud-based ERP, CX, HCM and SCM platforms.

DataFox Data Engine Overview (Oracle Presentation, October 23, 2018)
DataFox Data Engine Overview (Oracle Presentation, October 23, 2018)

In a bit of extreme puffery, Oracle described DataFox as the “the most current, precise and expansive set of company-level information and insightful data.”  Bureau van Dijk and Dun & Bradstreet have 50X the active company coverage including detailed global linkage, risk models, and multi-year financial data.  Bureau van Dijk also offers the Zephyr database, an M&A and funding dataset with over twenty years of closed, pending, and rumored deals.  Where DataFox may have an advantage is in their focus on mid-size and emerging companies which have been recently funded, but this is a small subset of the company universe.

DataFox will continue to sell and support its products.  However, the DataFox roadmap and product line are fluid:

“Oracle is currently reviewing the existing DataFox product roadmap and will be providing guidance to customers in accordance with Oracle’s standard product communication policies. Any resulting features and timing of release of such features as determined by Oracle’s review of DataFox’s product roadmap are at the sole discretion of Oracle. All product roadmap information, whether communicated by DataFox or by Oracle, does not represent a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. It is intended for information purposes only, and may not be incorporated into any contract.”

Along with AI insights, Oracle called out the needs for quality data to back data maintenance, artificial intelligence, and business signals.

Customer Data Challenges (Oracle Presentation, October 23, 2018)
Customer Data Challenges (Oracle Presentation, October 23, 2018)

DataFox has over 275 customers including Goldman Sachs, Bain & Company, Outreach, Live Ramp, and Twilio.

DataFox raised $19 million in funding.  Terms of the deal were not disclosed.  In January 2017, DataFox was valued at $33 million by Pitchbook.

Oracle should study Salesforce’s acquisition of Jigsaw (later renamed Data.com) as a cautionary tale.  Software companies struggle in selling data files as company and contact data decays rapidly and it is difficult to push data quality above 90% absent large editorial investments.  Furthermore, Jigsaw never represented more than 1% of Salesforce revenue so quickly fell off of the company’s internal radar.  The firm is now looking to decommission Data.com and asking its AppExchange partners to fill the sales intelligence and data hygiene gap left in its absence.  Coincidentally, DataFox is one of Salesforce’s Lightning Data partners.

On the positive side, LinkedIn hit $1.3 billion last quarter and has thrived under Microsoft’s ownership.  However, LinkedIn was a much more mature company at acquisition than DataFox with multiple revenue streams and a unique user generated content model.  Microsoft has provided LinkedIn with development capital and allowed it to maintain its independence.  It has also looked to leverage LinkedIn and Microsoft strengths when building sales and marketing products, instead of simply copying other vendors.  For example, Sales Navigator continues to respect the privacy of its members while using aggregated data to provide hiring and employment insights that other companies cannot deliver.  Navigator has also added strong messaging tools (chat, InMail, and PointDrive) which work around its lack of company emails.  Other innovations include SNAP workflow connectors, its new Pipeline CRM updating tool, and Buyer’s Circle for identifying the buying committee at large firms.

Mmojo Data Marketplace Launched (Part III)

Mmojo Data Manager Portfolio View
Mmojo Data Manager Portfolio View

This is part III of my Mmojo coverage.  Part 1 covered data enrichment and part II covered prospecting.  My final blog covers Mmojo’s data partners and pricing model.

Both prospecting and uploaded lists may be appended via the Mmojo data marketplace.  While basic company firmographics are included with the subscription, additional data sets may be appended, some for a fee:

  • Contacts: Contact Function, Level, Title, Email, Direct Dial, Social Links.  Licensed from multiple partners.  Only Stirista has been disclosed so far.
  • Technographics: Aberdeen high-level budget figures, hardware counts (e.g. servers, laptops, printers), IT headcounts, installed technology
  • Extended Firmographics: Geolocation, Alternate Names, Parent Company, Phone
  • Extended Address Data: Secondary Addresses, Carrier Routes, Census Data, Congressional Seat
  • M&A Activity: X8 M&A Activity Index Score
  • Company Classification and Growth Indicators
  • Legal Entity Identifier (free)
  • Public Company Financials: US SEC (free)
  • Taxpayer Data: IRS by City or State (free)
  • National [Medical] Provider ID: CMS (free)
  • Social Security Data by ZIP: US SSA (free)

Premium data set descriptions are provided which include the list coverage rate, update frequency, refresh period (how long licensed without paying for the record again), price per record, fields, and column definitions.

Unlike other firms which treat their company identifiers as proprietary, Mmojo will be open sourcing their ExC company identifiers.  Currently, Dun & Bradstreet D-U-N-S Numbers serve as the de facto global company identifier, but Mmojo will be challenging that status next year when they roll out international company profiles with open sourced ids.

The ExC numbers also support list appends and merging.

“Once appended, users can view their contacts and associated contact analytics.  The analytics enable Mmojo users to detect gaps by showing total number of contacts, percentage of companies with contacts, and the distribution of contacts by function and title, providing key data intelligence to B2B and SMB sales and marketing organizations.”

  • CEO Hank Weghorst

Members of the Austin-based Mmojo team include several former members of the Avention product team including CEO Hank Weghorst, Chief Data Officer Brad Palmer, and CTO Ray Renteria.  While there are some broad stroke similarities between the platforms, Avention never offered a data mart service.

Mmojo does not yet provide marketing automation or CRM connectors, so marketers must upload and download CSV files between Mmojo and these other platforms.

Mmojo is priced at $95 per month with additional charges for premium datasets.  The base service includes support for up to 250,000 unique companies under management, basic company and contact enrichment, and list prospecting.  Credit card and ACH billing are supported.  Premium data may be purchased in blocks of credits as follows:

Premium datasets are priced differently with contacts being 10 credits per record and technographics 16 credits per record.
Premium datasets are priced differently with contacts being 10 credits per record and technographics 16 credits per record.

Pricing varies by record type.  For example, Mmojo contacts are priced at 10 credits per record, but Aberdeen technographics are priced at 16 credits per record.  Thus, Aberdeen appends are priced between $0.112 and $0.16 per record.

Contracts may be canceled at any point.

Mmojo tracks which records have been previously downloaded and does not charge again for a record if it is being downloaded within a refresh window (six months for most vendors).  Users are only charged for premium data downloads.

An Enterprise service option is available for firms requiring multiple seats, more than 250,000 managed records, or custom configurations.

Mmojo is offering free ten-day trials.  Trialers have view-only access to the tool and do not need to provide payment details during the trial.  When lists are shared with non-users, they are also eligible for ten day trials.

The service includes a set of context sensitive help tools and videos.  A customer forum is also available for asking questions.

This is one of the most mature product launches I have seen.  The service includes a broad set of functionality, clean user interface, deep content partnerships, complete help and training tools, and a full press page.  When discussing the product pre-launch with Weghorst, there was a clear product positioning and defined target market segment.  The service also offers unique product pricing (hybrid subscription with premium data sets) and business models.

Mmojo Data Marketplace Launched

Mmojo Match List results display match scores with a drill down option on match criteria.
Mmojo Match List results display match scores with a drill down option on match criteria.

A new data marketplace, called Mmojo, was launched late last month.  The service provides cloud based prospecting, hygiene, segmentation analysis, look-a-likes, and data enrichment for B2B marketers.  CEO Hank Weghorst sees the SMB market as Mmojo’s sweet spot.  Mmojo describes itself as “the B2B data marketing data everything application.”

“Excellence in B2B Marketing depends on data, particularly in today’s world where data is everywhere,” explains the firm on its website.  “The problem is you have to do all the work: find the data, license the data, cross-reference the data, analyze the data, and maintain the data. Your Marketing Automation and CRM systems are not designed to do this. In fact, they REQUIRE data to feed them and make them effective. What if you had an easy-to-use system that did all that work for you? Mmojo does all of this for your existing data and for new data to drive your marketing programs.”

The Mmojo database spans 20 million US companies and 80 million contacts with plans to add international data in 2019.  Contacts include titles, job functions, emails, direct dial phones, and social handles.  Company intelligence includes firmographics, Aberdeen technographics (premium dataset), M&A heat scores, and public company financials and ratios.

“It’s been proven that the use of high-quality data will drive better marketing results. We built Mmojo with the sole purpose of providing simple and affordable access to this valuable data commodity,” commented Weghorst. “This approach, executed using our partner relationships and most importantly our state of the art technology, has enabled us to change the game.”

Data matching is performed against company, domain, phone, IP address, email, and additional variables as selected by the Mmojo AI match logic.  Matching is done automatically so users do not need to create a field mapping table between Mmojo and their source file; however, users can remap fields if Mmojo selected the wrong field or there are multiple similar columns (e.g. shipping and billing addresses). The match results list includes the match score and Mmojo ExC company identifier.  Users can click on a match score to see additional details about the match.  They can also quickly modify the match threshold and see how many records meet the adjusted threshold level.

Once a list is matched, the user can click on the List Analytics tab and view segmentation (state, revenue, employees, top industries) along with match analytics.  The “Sky Profile,” a trademarked feature, represents the “absolute centroid” of the list by revenue, employees, and industry.  The Sky Profile should be viewed as a typical record.

A List Details tab shows the field fill rates of the original file and the matched Mmojo field.


My review continues with Part II on prospecting.

Drift Intel Powered by Clearbit

Drift MeetingConversational marketing vendor Drift released Drift Intel, a real-time enrichment service which maps anonymous leads to accounts using IP addresses.  The firm calls their Clearbit-powered account intelligence “x-ray vision for qualified leads.”  Clearbit firmographics drive the messaging flow, sales conversations, and lead routing; thus, prospect interactions are personalized to the account and directed to the proper sales rep or team.

Account matching is global, with a 40% to 60% IP-to-account match rate.  If the bot acquires an email address, then contact intelligence is also provided from Clearbit.

“In the old days, forms were the only way to get the info you need to qualify visitors,” states the firm. “With Drift Intel, you’ll get a full company profile in Drift the moment they land on your site.  That means you’ll know the visitor on your pricing page isn’t just a random person—it’s someone at a software company in NYC with 500 employees and $25-50m in annual revenue.”

Furthermore, because the intelligence is provided in real-time, leads can be properly routed to sales reps by account, region, size, etc.  If the account owner is not available, the AI chatbot automatically sets up an appointment for the rep.  The chatbot also personalizes the message based upon the account intelligence.

“The last decade in B2B sales and marketing was all about the business following up later.  But today, B2B sales and marketing have to be about now. The internet has changed everything and put customers in control of the buying process, not the business. As a result, people won’t put up with waiting days and weeks to get a response — they want answers now.”

  • Drift CEO David Cancel

Drift Customer Marketing Team Lead Chris Handy blogged about the cost and foolishness of investing in inbound marketing and then making prospects wait for marketing tools or sales reps.  “We asked them for information before we’d let them send us a simple question about our product. We lost what might have been our best accounts—sometimes by making them wait days or weeks for someone to follow up—even when they were ready to buy right then.  This wasn’t the way we liked to buy. We had to change the way we sold to match the way we bought.”

Drift’s goal is to “remove friction,” shorten the sales cycle, and connect businesses with their customers at peak interest.

In a quick test of the bot on the Drift website, it accurately identified my company name and location, but lacked industry and sizing data.  As I am a one-person company, the lack of richer firmographics is common.  I was quickly chatting with a sales rep and she offered three days for a product demo within the chatbot (see image on top).

Drift Intel is available as part of their Company ($1,500 / month) and Enterprise (starting at $5,000 / month) plans.  Unlimited company matches are supported.

Drift made the LinkedIn Startup 25 last week.

Tomorrow I will be discussing announcements made at last week’s HYPERGROWTH user conference.

Sales Intelligence Vendors (and a Few Others) in the Inc. 5000 List

Inc 5000 Rank, Revenue, and CAGR Data (2014-2018 Lists)
Inc 5000 Rank, Revenue, and CAGR Data (2014-2018 Lists)

Several sales and marketing intelligence firms made the 2018 Inc. 5000 list including DiscoverOrg, Zoominfo, and FullContact.  Signaling difficulties in the predictive analytics space, no firms from that category made the Inc. 5000 list.

Inc. magazine lists the top 5,000 US firms based upon three-year revenue growth rates. Eligible firms must have at least $100,000 in 2014 revenue and $2 million by 2017.

Zoominfo made the list for the fourth consecutive year, with revenue reaching $59.4 million and a three-year CAGR of 45%.  Zoominfo grew its headcount by 50% between July 2017 and July 2018 and raised its customer base to 8,000 enterprise customers.

“The Inc. 5000 is the measuring stick for successful, high-growth, private companies,” said new Zoominfo CEO Derek Schoettle. “Since joining ZoomInfo earlier this summer, I’ve seen the tech innovation and the business demand for trustworthy customer data that makes me confident that ZoomInfo will continue to make this prestigious list for years to come.” 

Zoominfo added over 100 staff and 2,000 customers in the past year.  At their June Growth Acceleration Summit, VP of Corporate Development Phil Garlick attributed the firm’s success to hard work, teamwork, sweat, and tears. 

SalesLoft made the list for the first time as the firm caught fire after launching their sales engagement platform a few years ago.  Revenue grew at a 77% three-year CAGR to $13 million in 2017.  SalesLoft also placed seventh on the most recent North American Deloitte Fast 500.  The Atlanta-based firm recently acquired NoteNinja to integrate its meeting intelligence software into the broader set of SalesLoft sales engagement capabilities. 

CEO Kyle Porter is “excited” to “empower” his customers in delivering “a better sales experience.  Buyers around the world are recognizing the differentiated benefits of purchasing products and solutions from sellers who use SalesLoft.” 

Other first-timers were identity resolution vendor FullContact (76% three-year CAGR to $14.0 million) and data hygiene and enrichment vendor Stirista (23% three-year CAGR to 5.0 million). 

“Marketers, product professionals, and data analysts have had a lot of success using FullContact to enrich the data that exists in their CRM, marketing automation, and other databases,” said Scott Axcell, VP of Marketing at FullContact. “From audience insights to customer care, there is no shortage of use cases for accurate, enriched customer data.” 

FullContact acquired Mattermark and its company and event database last December to complement the FullContact people dataset. 

While Madison Logic once again made the list, their growth stalled with revenue declining $200,000 last year to $54.2 million.  Their three-year CAGR was 27%. 

“We achieved this honor through the strength of our team and success of our customers. Our platform, ActivateABM, helps the most innovative global companies accelerate growth by converting top prospects into customers. By integrating directly into the martech stack, we can deliver solutions that are simple, strategic and entirely ROI-focused,” said Tom O’Regan, Madison Logic’s CEO. “We are thrilled to be recognized for the sixth time and proud of the momentum we’ve achieved on our mission to make the B2B marketer the driving force for growth and change in the enterprise.” 

CreditSafe USA made the list for the second time, growing revenue to $13.3 million last year with a three-year CAGR of 52%.  However, most of the growth was in the first two years with 2017 revenue only growing $500,000.  The firm has over 100,000 subscription customers, 10,000 in the United States. 

“Our team is extremely humbled to be included in such an elite group of high-growth companies,” said Matthew Debbage, CEO of Creditsafe USA and Asia. “When we established here six years ago, there was one large entrenched player in the business credit space in the US, so we felt our success was far from a sure thing. This recognition really helps put our hard work into perspective.” 

“Being the younger, more nimble and tech-friendly player in the space has given many advantages as we strive to provide exceptional value to our customers,” continued Debbage. “We know that if are going to disrupt the industry, then we’d need to out-hustle our competition each and every day and really want to thank all those customers who’ve taken a chance on us.” 

CreditSafe primarily provides credit data in the US, although they did enter the US and UK sales intelligence market a few years ago with Sales Joe.  CreditSafe financials and filings are at the core of several European product lines including DueDil. 

CreditSafe maintains offices in eight European countries, Japan, and the United States. The company serves the credit, collections, sales, marketing, and compliance functions.

Private company profiler Pitchbook is no longer eligible for the list as they were acquired by Morningstar, but the firm disclosed a 60% CAGR since 2009.  They have grown their user base from 11,000 to 18,000 since the end of 2017.  Since the beginning of the year, Pitchbook has grown from “just over” 600 employees to 908.

Finally, Pure Incubation made the list for the fifth year in a row posting a 43% three-year CAGR on $20 million in revenue.  The Massachusetts demand generation firm offers data and marketing services for the medical and technology sectors.  Products include PureB2B (Content Syndication and Intent Marketing), PureMed (Healthcare Providers and Facilities Database), ProspectOne (B2B Intelligence and Data Services), and Demand Science (Philippines-based Back Office Marketing, HR, Seles Development and Engineering Services).

Pure Incubation’s consistent growth “is another testament that we are building a strategically relevant and innovative company in the demand generation space,” said Chairman Barry Harrigan.  “Pure Incubation’s continued placement on the list is not something we take for granted and we are going to keep pushing to appear again in 2019.”

DiscoverOrg made the list for the eighth-straight time.  I covered their achievement yesterday.

TechTarget Scoops up Oceanos Marketing

TechTarget LogoTucked into the tail end of TechTarget’s earnings release last week was notice that they had acquired Oceanos Marketing, a contact data management company.  Both firms are based in the Boston suburbs.  Oceanos brings “data quality and data management expertise that will help us improve our offerings and deliver better results to our customers.”

Oceanos began as a list broker in 2002, but has since evolved into a B2B contact aggregator and data refinery.  The firm aggregates 97 million active US contact records (as of August 2017) and retains millions of inactive names and emails to assist with hygiene.  Data is aggregated from over a dozen vendors and includes social data from FullContact and Pipl.  Oceanos provides data enrichment, TAM analysis, net-new contacts, and a set of data specialists to assist with projects.

TechTarget manages a smaller set of 18 million subscriber profiles, 16 million of which are technology professionals.  The Oceanos acquisition should allow TechTarget to improve both the quality of their subscriber dataset and expand coverage into non-technology positions.  As technology purchase decision making has expanded beyond tech titles, Oceanos provides significant lift into other job functions.  Oceanos contacts are mapped to 12 Job Functions, 109 Sub-functions, and 7 Job Levels.

Oceanos President Brian P. Hession identified their differentiators as their unique blend of technology, professional services, and data quality. With data quality being critical to ABM sales and marketing initiatives, the inclusion of real world project fulfillment through their program specialists provides Oceanos with data quality insights that are used to continuously inform and enhance the data quality processes. “We apply both technology and real-world insights to ensure the highest quality of data before we are releasing it. We are incorporating a continuous stream of data quality insights into our code to address the many nuances that a program specialist encounters manually on a dataset,” said Hession last summer.  “The way that Oceanos is going to be successful in the future is if we can assemble an internal contact database that is of the highest quality in the industry.  So there’s been a lot of focus on putting models on top of our contact data.”

“Social data plays a role in our data hygiene process and serves as a ‘signal’ within both our Data Quality Score (DQS) and ABM Usability Score. The social information is sourced from reputable partners,” said Hession.  “Oceanos does not scrape contacts across LinkedIn or, in that vein, any social media site. All of our contact records originate from carefully selected third party data providers.”

The acquisition cost was not announced but was deemed “non-material.”  Oceanos 2017 revenue was around $5 million.

Dun & Bradstreet Being Taken Private

DNB Logo
Dun & Bradstreet logos

I was going to be writing about yesterday’s #FlipMyFunnel conference keynote given by Terminus CEO Sangram Vajre this morning, but I woke up to news that Dun & Bradstreet is being taken private.  So, I’ll recap Vajre’s discussion of humanizing B2B and the need for authenticity in a later post.

Dun & Bradstreet announced that it will be taken private by CC Capital, Cannae Holdings, and funds affiliated with Thomas H. Lee Partners LP, for $5.38 billion in cash. Shareholders will receive $145 per share, an 18% premium over its Wednesday close. The acquisition includes $1.5 billion in assumed debt.

The deal is subject to shareholder approval and is expected to close within six months.

Dun & Bradstreet has a venerable history going back 177 years.  Employees include several future nineteenth century Presidents.  The firm, however, has struggled in recent years to grow revenues, particularly in its Risk Management Solutions group.  Sales & Marketing Solutions, which makes up a bit over 40% of the company, has posted slow but steady growth.

Dun & Bradstreet has some market leading assets:

  • The D-U-N-S number is the de facto global numbering system for companies.  It is often required for loans and is necessary for bidding on US government contracts.
  • The WorldBase company file contains global linkages, Tradestyles, and credit scores for 300 million active, dormant, and defunct companies making it valuable for credit risk, supplier risk, master data management, research, client onboarding, marketing, and sales.
  • The Global Company Authority (FKA NetProspex) provides global directors, executives, and mid-level managers.
  • D&B Optimizer for Marketing delivers cloud-based data hygiene and enrichment for companies and contacts.
  • D&B Hoovers (FKA Avention) continues to improve with the addition of the WorldBase file, First Research industry overviews, and Global Company Authority file to the Sales Acceleration platform.
  • Digital delivery solutions include the D&B Direct API, connectors for CRM and Marketing Automation platforms, B2B programmatic marketing, and visitor ID (the mapping of anonymous website visitors to their firm).

The company has a strong data foundation and has been shifting delivery of its product line to the cloud, but its sales and marketing products have not had significant growth.  Instead, Dun & Bradstreet has seen companies such as DiscoverOrg, LinkedIn (Sales Navigator), TechTarget, and Zoominfo enjoy most of the growth in the Sales and Marketing Intelligence space.

Funding will be a combination of debt and equity. The deal includes a 45-day “go-shop” period during which alternative offers will be welcome.

Thomas J. Manning will continue as the CEO through the closing of the transaction while James N. Fernandez, a director of the Company since 2004 and Lead Director since February 2018, will continue as the Chairman.

“Today’s announcement is the culmination of a thoughtful and comprehensive review of the value creation opportunities available to the Company as part of a full portfolio and business assessment and exploration of strategic alternatives with multiple financial sponsors. As a result of this process, the Dun & Bradstreet Board of Directors unanimously determined that this all-cash transaction with the Investor Group is in the best interest of our shareholders and our Company,” said Manning.

William P. Foley II, Chairman of Cannae Holdings, said, “In an increasingly data-driven world, Dun & Bradstreet’s insight-driven business model and interconnectivity across industries has positioned the Company for continued success. We are excited to grow the Company, increase operating efficiencies and improve the Dun & Bradstreet customer experience by providing enhanced business solutions.”