Echobot European Expansion

German Sales Intelligence vendor Echobot closed another successful year of product enhancements and revenue growth.  Echobot offers deep sales intelligence and data hygiene services for Germany, Austria, Switzerland (D-A-CH), and the UK.

In late 2020, Echobot launched its UK database and English language UI, providing a secondary market beyond the DACH region.  The firm grew MRR over 70% this year and hit 1,500 clients.  New business rose 80%, and the firm hired its 100th employee (up 44% this year).  Echobot continues to be EBITDA and Cash Flow positive.  Echobot is self-financed, not having taken any funding since 2013.

The firm also moved into a larger headquarters office in Karlsruhe with 16,000 square feet.

Along with fit-and-finish work on their UK services, the firm rolled out version 2.0 of their TARGET prospecting database.  TARGET offers a refreshed UI, improved data quality, and AI tools for ICP and segmentation analysis.

Users no longer need to build company and contact lists separately.  Instead, build-a-list results are displayed as tabs, allowing users to analyze both company and contact results without requiring them to rekey their query.

Echobot’s product vision is based on its “first principles of data” delivered through its service.  “For data to be useful, it has to be high quality, connected, and fully compliant,” said CEO Bastiaan Karweg.

Data improvements include an Email Validation Engine (EVA) and a “True Compliance” process for GDPR.  EVA “eliminates stale records” and implements mail server and pattern checking to improve data quality.  The EVA reduces bounce rates by up to thirty percent.

“For your outreach to be truly GDPR compliant, you not only need a Legitimate Interest but also be mindful of the preferences of the people you are trying to contact,” stated Karweg.  “Using Echobot, each contact record comes with a public source URL so you can be 100% confident when a prospect asks you, ‘Hey, where did you get my data from?’” Also new is a subject taxonomy that covers over 100,000 topics and industry keywords.

Echobot offers data for DACH, the UK, and the EU. A French dataset will be available in Q1.

Echobot is launching an EU Data pack that “covers the most important companies from all of Europe,” Karweg informed GZ Consulting.  “It’s not as deep data as with DACH, UK, or France, but it will give clients access to essential brands and contacts in each market.”

All four regions (DACH, UK, France, and EU) will be available in all three products (TARGET prospecting, CONNECT Sales Intelligence, and DATACARE hygiene) and the API in any combination.  However, the EU Data Pack omits company and contact data for the DACH countries, France, and the UK.

A French dataset, spanning six million companies, will be launched in Q1 with a French UI and localization.  French sales will be managed from the Karlsruhe office as it is only three miles from the French border.

Finally, Echobot expanded its sales triggers to 33 English-language event categories spanning the full UK universe.  French triggers are in development.

“We are excited to start 2022 with our new product and data assets,” said Karweg.  “Our goal is to continue on our strong growth trajectory and gain more market share in other EU countries.”

Global Database Adds Sales Engagement

London-based Sales and Credit Intelligence vendor Global Database added Sales Engagement features to its service.  Sales reps can automate their outbound campaigns with sequences of emails, phone calls, and other tasks.  Other features include A/B testing and analytics.

CEO Nicolae Buldumac demoed the new service to GZ Consulting, which is generally available but undergoing a soft launch with a formal release in early Q1.

“We want our customers to succeed in their outreach campaigns,” explained Buldumac.  However, “having access to data is not enough.  You need to have the necessary tools that will save you time and make your campaigns more effective.”

The Sales Engagement Platform adds an activation platform for sales reps, allowing them to reach out to prospects in a structured manner.

“We already see a lot of positive responses from our existing customers that have started using the platform, and many new features will be released in the coming weeks.”  Among the pending features are a phone dialer, Chrome extension, and Global Academy, “a series with educational material, where we will communicate the best practices to set up your campaigns, with specific examples that are working for us.”

The new Sales Engagement Platform is included as a new module at no extra charge.  The platform supports email templates, sequences, and analytics, but a dialer will not be available until Q1.

Sales reps can select one or multiple contacts from the Prospector module and assign them to a sequence.  Global Database may be licensed regionally or globally, with pricing based on the selected region and number of users.

Sales Engagement Platform provides Send to CRM support for Salesforce and Microsoft Dynamics, with HubSpot planned; however, the service does not yet sync activities between the engagement service and CRMs.

Email templates support dynamic variables, signature blocks, and rich text.  Templates are shareable, so marketing or sales ops can create email messages and share them with the sales team.

Email reports track emails sent, replies received, tasks completed, and deliverability, helping reps and sales operations “make informed decisions on future campaigns.”  Email analytics include top engagement by title, industry, country, and employment levels.

Global Database Email Engagement Analytics

Other email features include out-of-office detection, unsubscribe support, and manual send.

Separately, Global Database announced a data request feature that lets sales reps request similar contacts.

“Once such a request has been received, our system will automatically search in multiple sources,” explained CEO Nicolae Buldumac.  “If there are limited results, this request will be passed to our in-house data enrichment team for manual review.”

Global Database supports Similar Contact prospecting. Global Database editors will research additional prospects if the returned set is small.

Global Database maintains a global collection of company, contact, credit, tenders, and filings data spanning:

  • 120 million companies
  • 118 million contacts
  • 6 million emails
  • 1.2 million direct dials
  • 20 million general numbers

Global Database contacts are GDPR compliant and employ a Legitimate Interest basis for data collection.  Global Database is registered with the UK Information Commissioner’s Office.

“The lawful basis that we rely on for processing personal information in our public records register is that the processing is necessary for our legitimate interests which are not outweighed by the rights and freedoms of the individual (Article 6(1)(f) of the UK GDPR),” explained Buldumac.  “Our legitimate interests include the fulfillment of our mission as set out above; namely, to increase and promote transparency of the corporate and business world, including the existence, ownership, activities, entities, and people connected with them, by maintaining our public register.”

Most Sales Engagement vendors do not own a database (the major exception is VanillaSoft which acquired AutoKlose), but several database vendors have added sales engagement capabilities to their platforms, including ZoomInfo, Cognism, and Data Axle Genie.  Adding sales engagement features is a logical market extension for B2B database companies as it provides workflow and activation tools for their data, increasing the value of the underlying database.

Global Database is profitable, and revenues are growing, but Buldumac chose not to disclose the firm’s growth rate.

Global Database

Global Database Build a List supports expanded growth, ownership, and industry variables.

UK-based Sales Intelligence vendor Global Database continues to expand its content and functionality.  Recent platform enhancements include expanded prospecting variables, industry coding, and list enrichment.

New screening variables include

  • Annual Growth: Turnover, Headcount, EBITDA, Net Profit, Liabilities, and Exports
  • Ownership: Parents, Number of subsidiaries, Foreign parent, Number of shareholders
  • Industry: European and North American industry codes, Industry Keywords

International SIC and NACE codes are available across the full company universe.  Global Database also implemented an NLP tool that crawls company websites and identifies keywords and business descriptions.  This descriptive content is then mapped to over 100,000 industry keywords.

“The SIC code is outdated when it comes to new industry verticals, such as Big Data or E-commerce, and if you are looking for such companies by SIC Code, they will be classified as: 63990 – Other information service activities n.e.c., explained CEO Nicolae Buldumac to GZ Consulting.

Global Database now supports company and contact list enrichment for Salesforce and MS Dynamics.  Users upload a list that is matched against its reference database and enriched with over 80 variables and match score confidence.  Matching employs registration numbers, corporate names, domains, phone, postal codes, etc. 

Global Database also provides an interactive report with match rates and segmentation.  Enrichment analytics include match rates, list averages, company status distribution, turnover distribution, top five companies, and pie charts for employment, years in business, and industry.  A location map is also displayed.

Other data tools include CRM maintenance, APIs, and web forms with auto-population.

The Global Database universe now spans 130 million companies and 118 million contacts:

Global Database Counts as of October 2021.

Most of its data is from trade registries, publicly available sources, an in-house data research team, and a few data vendor partnerships.  Direct emails are available for 17 million contacts and mobile numbers for 1.6 million.  If a contact does not have an email or phone number, Global Database integrates with two data vendors, where this information is requested via API in real-time.

Global Database continues to expand its universe of credit reports, with instant Business Credit Reports now available for 350 million companies.  If a country does not support instant reports, customers may request a new investigation from on-the-ground resources.  These reports are delivered within five to seven business days.

Credit reports are priced between £19 and £80, with the UK and Irish reports at the low end.  Most continental European credit reports are priced between £35 and £40.  North American reports are also priced at £40.

Global Database Employee tab.

Echobot TARGET 2.0

German Sales Intelligence vendor Echobot released version 2.0 of its TARGET prospecting service with a refreshed UI, improved data quality, and AI tools for ICP and segmentation analysis.

“If you want to digitize your sales processes and save a lot of time, money, and nerves, you can’t ignore Echobot,” said CEO Bastian Karweg.  “TARGET 2.0 inspires the everyday sales life of our customers – the new version is fast, intuitive to use, and simply fun.”

Echobot has set its product vision based on the “first principles of data” delivered through its service.  “For data to be useful, it has to be high quality, connected, and fully compliant,” said Karweg.

The first step was unifying their database across regions and datatype and removing data silos within the platform.  Echobot implemented a “unified, nested data index” that improved query times up to ten-fold and allowed for enhanced switching between company and contact results.

Users no longer need to build company and contact lists separately. Instead, build-a-list results are displayed as tabs, allowing users to analyze both company and contact results without requiring them to rekey their query.

Echobot also implemented a new Email Validation Engine (EVA) that “eliminates stale records” and implements mail server and pattern checking to improve data quality.  The EVA reduces bounce rates by up to thirty percent.

Echobot licensed company records directly from trade registers and implemented a “True Compliance” process.

“For your outreach to be truly GDPR compliant, you not only need a Legitimate Interest but also be mindful of the preferences of the people you are trying to contact,” stated Karweg.  “Using Echobot, each contact record comes with a public source URL so you can be 100% confident when a prospect asks you, ‘Hey, where did you get my data from?’”

Echobot Job Title Suggestions

Echobot implemented AI to assist users, building a subject taxonomy that covers over 100,000 topics and industry keywords.  TARGET 2.0 sports a keyword type-ahead tool that “guides you towards the right queries and also intelligently suggests alternative keywords or job titles you also might want to include in your search.”

The firm’s new segmentation analysis is their “most advanced AI” that builds a company vector model for clustered analysis of highly similar companies from uploaded files.  The clusters identify similar companies for downloading to the desktop or uploading to the CRM.  Thus, users can upload their Ideal Customer Profile and expand it with similar companies.  The ICP is also used to score prospects and sort them by priority.

“Echobot uses a new company vector model for the first time in addition to rigid industry codes. The technology is based on machine learning and makes it possible to select companies in a fine-grained manner according to thousands of specialist areas. The assignment takes place automatically on the basis of text content that is associated with the respective company. This means that if you are looking for industries, Echobot now offers an immense wealth of detail and can thus easily find even high-precision target groups. With the help of so-called cross joins, filters of different data areas can be combined with each other in real-time. This completely eliminates the time-consuming storage of interim results.”

Echobot Press Release (Translated from German)

TARGET 2.0 supports a broad set of screening variables:

  • Industry – Industry codes or keywords.
  • Keyword
  • Contacts – Department, Level, Title
  • Trigger Events
  • Location – Region and Radius
  • Company Size
  • Financials
  • Technographics – Software and Systems
  • Firmographics
  • Data Completeness

Their instant access to data allows for complete data visibility without slowing down users with credits to display contact details. In addition, the contract includes a minimum of 10,000 monthly record uploads or downloads with a FLAT-RATE Guarantee that provides an additional 5,000 monthly data records after consuming the EXPORT quota. The guarantee ensures budgeting stability while providing export flexibility should the marketing department consume their entire download quota mid-year.

Echobot pricing starts at €999 per month for up to three users.  This price is introductory and will increase for new customers in 2022.

Echobot supports four countries – Germany, Austria, Switzerland, and the UK – and two languages – German and English.  The Echobot roadmap includes “intelligent” email alerts, “helpful” trigger events, and “smart” campaign management.  Additional languages and countries are also in development.

Sendoso $100M Series C

With travel restricted and many executives continuing to work from home part-time or full time, face-to-face meetings and tradeshows will remain difficult for the foreseeable future. One of the successful workarounds has been offline marketing and e-gifting. Firms such as Sendoso, Alyce, PFL, and Postal have had significant success in rising above the din of digital marketing. I will be posting a set of articles on these firms over the coming days, beginning with Sendoso’s recent funding round.

San Francisco-based e-gifting platform Sendoso closed on a $100 million Series C round and announced plans to open a European headquarters in Dublin.  The Irish office will include a dedicated logistics and supply center to support the firm’s 20,000 global customers.  The new facility supports its multinational customers and expands its opportunities within the EU.  Beyond logistics and warehousing, the Dublin office will host an engineering team, marketers, customer success, and an inside sales team focused on European sales.

The funding round was led by SoftBank Vision Fund 2 and raised Sendoso’s total funding to $152.7 million.  Existing investors Oak HC/FT, Struck Capital, Stage 2 Capital, Craft Ventures, Signia Venture Partners, and Felicis Ventures also participated.

“We believe Sendoso offers the most comprehensive end-to-end gifting platform in the market,” said Priya Saiprasad, partner at SoftBank Investment Advisers.  “Their platform includes a global marketplace of curated vendors, seamless integration with existing tools, global logistics, and deep analytics.  As a result, Sendoso serves as the backbone to enterprises’ engagement programs with prospective customers, existing customers, employees, and other key stakeholders.”

Sendoso Funding Rounds (Source: Crunchbase)

CEO Kris Rudeegraap termed the round a “major milestone” for the firm.  The funds will be deployed to expand its products, services, and global footprint, including the Dublin facilities.

Sendoso sends corporate swag, regular physical gifts, and gift cards on behalf of its sales and marketing clients. In addition, the platform supports gift ordering, logistics, packing, custom packaging, and shipping.  Sendoso is integrated with CRMs, MAPs, and SEPs, including Salesforce, MS Dynamics, HubSpot, Marketo, Outreach, Salesloft, and Groove.  The firm has also partnered with ABM Platforms Terminus, Demandbase, and RollWorks.

Sales reps can order gifts and send follow-on emails to customers and prospects via the Outreach / Sendoso integration.

According to Sendoso, customers enjoy a 55% net increase in new opportunities by “creating authentic connections that show prospects you care.”  The firm suggests that marketers “send a coffee eGift before an event to encourage prospects to stop by your booth.”  Reps can then “show them you’re listening by sending personalized gifts based on their interests and hobbies. If they’re a sports fan, send them a blanket with their favorite team or give them tickets to a game.”

In the absence of face-to-face meetings, e-gifting has helped build relationships and break through the digital noise.  According to HubSpot platform data, virtual selling became significantly more difficult due to a flood of messages during the pandemic.  For example, sales emails spiked 59% in Q2 2020 compared to pre-Covid levels, causing a thirty percent drop in buyer response rates compared to before the pandemic.

“Everyone was stuck at home by themselves, saturated with emails,” said Rudeegraap. “Having a personal connection to sales prospects, employees, and others just meant more.” Sendoso claims that it has the “marketplace selection and logistics precision of Amazon.com,” but with greater personalization.  For example, Sendoso supports handwritten notes, special boxing, and an Amazon partnership that routes Amazon orders to Sendoso for repackaging.

“There are a lot of things we do uniquely in terms of what we have built throughout our software, gifting options, and logistics centre. We really personalize our gifts at scale with handwritten notes, special boxing, and more,” something that Amazon cannot do.  We have built a lot of unique technology and logistics software that would make it hard for Amazon to compete.” He said that one of Sendoso’s integrations is actually with Amazon, so Sendoso users can order through there, but then the gift is first routed to Sendoso to be repackaged in a nicer way before being sent out.”

Sendoso CEO Kris Rudeegraap

Rudeegraap is a former sales executive who found gift-sending valuable but cumbersome.  This experience led him to found Sendoso in 2016 with Chief Alliances Officer Braydan Young.  The firm has fulfilled three million gifts over the past half-decade.

“I was manually packing boxes, grabbing swag, coming up with handwritten notes,” he recalled. “It was inefficient, but it worked so well. So I dreamed up an idea: why not be able to click a button in Salesforce to do this automatically? Sometimes the best company is one that solves a pain point of your own.”

Sendoso has 500 global employees with plans to grow its headcount by thirty percent by the end of the year. Sendoso did not disclose its valuation, but TechCrunch estimated it at $640 million.


Continue to part I of my coverage of Postal.io which closed on a $22 million Series B last week.

Vainu Workflow Triggers

European Sales and Marketing Intelligence vendor Vainu released Workflow Triggers for target account monitoring.  Workflows leverage recent enhancements to the company’s firmographics, user interface, and CRM integrations.

Workflows are available for Salesforce, Dynamics 365 Online, HubSpot, and PipeDrive and support Account, Contact, Lead, Opportunity, and Task records.

Workflows setup requires four steps:

  1. Select the target group for tracking
  2. Define the filter options such as signal events (e.g., funding, new hires, M&A), data changes (e.g., revenue, employees, address), or new companies in the target group.  Over 70 triggers events are available.  Data changes may be triggered by any licensed data field.
  3. Choose the destination (CRM, Slack, email, or webhook).
  4. Set context including the number and frequency of triggers, additional information, and notes.  “For example, if you’re monitoring accounts to launch account-based marketing campaigns, you can update a data field in your CRM object with custom text saying ‘ABM campaign Q3/2021’,” wrote Head of Marketing Aamer Hasu.

Sales Operations can map data fields with custom text, providing context to data updates and workflows.

Workflow Triggers identify “any significant changes in real-time and use them to trigger workflows across your business systems,” said Hasu. “They’re perfect for nudging prospects over the line and discovering sales opportunities you never knew existed.”

Vainu data covers Norway, Sweden, Finland, Denmark, Netherlands, France (beta), and the United Kingdom (beta).  Users may license one or multiple countries.

One gap in the offering is the lack of support for Sales Engagement Platforms (SEP) such as SalesLoft and Outreach.  SEP functionality is a logical extension to Workflow Triggers. While SEPs are less established in Europe than in North America, both companies have opened EMEA sales and support offices in London.

Vainu is offering fourteen-day free trials to the service.  Email as a trigger destination is available for all users, but CRM integrations are sold separately.

SalesLoft Hits $100M ARR

Sales Engagement Platform SalesLoft announced that it hit the $100 million ARR mark, following 50% growth over the past year.  Since announcing its unicorn valuation in January ($1.1 billion), the firm has grown revenue by nearly 40%.  Last quarter, it “far exceeded its financial plan.”

It took roughly nine quarters to double their ARR.

SalesLoft ranked 1210 on the Inc. 5000 2021 list.  SalesLoft revenue grew 401% over the past three years, a 71% CAGR.

“Everything we’re doing is coming back to, ‘how do we empower our customers to deliver their customers with an amazing sales experience?'”

SalesLoft CEO Kyle Porter

SalesLoft, which opened an EMEA office in April 2019, has grown revenue 125% in the European market over the trailing twelve months.  It plans to increase its European staff by 120% over the next year and open a German data center.

Its top markets in EMEA are the UK, Ireland, France, and Germany.

SalesLoft benefited from being the first SEP with a European office.  While the revenue team can create content in any language, the UI remains English only.  Their NLP is English only, but Porter anticipates supporting additional languages for conversational intelligence “in a very short time.”

SalesLoft is also enjoying strong growth in APAC even though it lacks a physical presence in the region.

“While we don’t have physical locations in Asia, we have many customers there and in Australia,” Porter told GZ Consulting.  “We have many customers that are US-based businesses with operations there. So we’re global in our customer base and usage of the application, but we don’t have feet on the street in the Asian or Australian market yet.”

The pandemic has driven demand into new segments as companies are looking to establish new communications channels with the loss of trade shows and face-to-face meetings.  Customer growth has been “across the board.”  SalesLoft has “really expanded to Main Street” as firms realized they needed to adopt a “digital sales motion.”

The pandemic “brought about some, incredible businesses that traditionally took a little bit longer to buy Sales Engagement,” explained Porter.  “We’ve got companies like 3M and Liberty Mutual and McGraw Hill and S&P and carpet manufacturers. It’s moved outside of tech to manufacturers, health care, financial services, [and] a number of different professional services. That’s been one of the great lessons learned post-pandemic.”

“As companies have pivoted to a full digital selling motion, SalesLoft has become a mission-critical partner and platform,” wrote the firm.  “Only SalesLoft combines the three most critical products in digital selling – Cadence for managing multi-channel communications, Conversations for recording and analyzing meetings, and Deals for managing opportunities and pipeline.”


Continue to Part II which discusses the addition of Calendly CEO Tope Antowana to SalesLoft’s board.

Gong Expands into Europe

Gong’s Five Operating Principles of Revenue Intelligence.

Revenue Intelligence vendor Gong announced plans to open its first European office in Dublin.  It already has over one hundred European clients, including Aircall, Hopin, GoCardless, and MOO.

“After many international companies reached out to us, looking for access to the insight uncovered by our revenue intelligence platform, we knew it was time to meet global demand in a strategic and thoughtful way,” said Gong CEO Amit Bendov.  “With a physical presence in Europe, we can continue to demonstrate our category leadership, support the massive growth we’ve seen in the past year, and deliver the product customers are asking for.”

The new office will be managed by Gong’s newly appointed VP of EMEA, Wendy Harris, who previously led European sales for CarGurus and Dropbox.  The firm is hiring for sales, marketing, customer success, and G&A positions.

“Gong’s revenue intelligence platform is transforming the way companies do business by empowering sales organizations to adopt data-driven strategies,” she said. “Joining a high-growth company and leading its global expansion in my hometown of Dublin is truly the opportunity of a lifetime.”

Gong supports 26 languages, including French, German, Italian, Dutch, and Portuguese, with additional languages planned.  The Revenue Intelligence platform captures and analyzes phone, email, and meeting conversations, providing insights into deals, people, and the market.

Gong has also been building out its partner network, including Bain & Company, Sandler, and SBR Consulting.

Gong’s June Series E valued the firm at $7.25 billion.  Over the past year, it grew its headcount by 89% to over 700 employees.  The Israeli firm was founded in 2015. The firm will see stiffer competition from Chorus, which was acquired by ZoomInfo two weeks ago. ZoomInfo provides it with deep pockets, global data enrichment, workflow tools, a chatbot, and a sales engagement platform.

Gong Employment Growth (Source: LinkedIn)

EXPLORE Sales Intelligence

EXPLORE.FR, which has historically been more of a niche data provider for the French market, now offers a full sales intelligence and DaaS offering covering the entire French market.  In March, EXPLORE took a minority stake in Societeinfo and published its set of registered Sirene data for ten million active businesses.

“With Societeinfo, we can offer a wide range of data enrichment scenarios, contextualized email generation, semantic targeting without equivalent on the market,” said Laurent Nicouleau, Associate Director of EXPLORE.  “These data can, of course, be integrated into the information systems of our customers, including those deployed by GESTINNOV, our subsidiary dedicated to CRM & ERP integration.”

EXPLORE describes itself as ”a designer of high value-added B to B behavioral data solutions” that “identify all the life stages of your prospects and customers and transforms them into a lever for commercial performance.”

EXPLORE French market intelligence includes company and executive profiles, financials, and triggers.  Features include prospecting, list mapping, news alerts, and mobile apps.

EXPLORE offers connectors for Salesforce, Microsoft Dynamics, Sage, Oracle, SugarCRM, Efficy, and SAP.

A new Microsoft Teams feature lets users look up and share company profiles within the Teams discussion stream.  Company profiles may be looked up via their Siret # (registration number), name, or address.  From the mini-profile, colleagues can link to the company website or view additional details in EXPLORE.  The service works as a freemium with non-EXPLORE users viewing a limited profile and EXPLORE users viewing a complete profile.

The Teams application is French only.

EXPLORE captures business signals from news, social media, the open web, and governmental sources.

EXPLORE triggers are gathered from regional and national news, social media, the open web (e.g., governmental sites, real estate developers, public purchasers), and public data resources (e.g., building permits, legal announcements).  Triggers fall into three categories:

  1. Strategic events such as M&A, Fundraising, IPO, Investment Projects, and Restructuring.  EXPLORE captures 3 million strategic events per annum.
  2. Relocation Projects and profiles spanning 15,000 annual events.
  3. Legal News such as company registration, dissolution, change in capital, divestitures, litigation, etc.  EXPLORE tracks 2.7 million legal events per annum.

EXPLORE targets commercial real estate, real estate developers, financial services, building supplies, and B2B services.  EXPLORE pricing begins in the €2,000 to 3,000 range.

EXPLORE has 160 employees, with offices in Paris and Nantes, and an annual turnover greater than €14 million.  EXPLORE has 1,500 clients and over 40,000 users.

In other news, EXPLORE acquired Belgian data vendor CODATA which collects information about retailers in France and Benelux.  The dataset covers 370,000 retail locations at 4,600 sites (e.g., city centers, shopping centers, outlets).  The new content augments EXPLORE’s coverage of commercial real estate.

“EXPLORE has been present for many years on the commercial property market; our offer is mainly “project” oriented (construction and renovation of buildings, urban development, CDAC-CNAC decisions, etc.),” said Nicouleau.  “We were very impressed by the high quality of the teams and the data produced by CODATA in the field.  Associated with EXPLORE, CODATA will have new operational resources to develop and strengthen their positions.”

Vainu Industry Taxonomy

European Sales Intelligence vendor Vainu implemented a proprietary AI-based industry taxonomy.  The 700+ segments are derived from company website content and “extensive training data sets to determine unique industries for each company.”  Custom industry labels may be combined when list building.  Thus, sales and marketing can target companies, such as “Nordic SaaS providers building marketing automation platforms” or “Medical device manufactures developing machine learning applications.”

The industry codes are clustered into 46 custom industry groups.  For example, there are over 80 software codes and 19 sustainability codes (e.g., Biofuel, Biomass Energy, Clean Energy).  Vainu has focused the initial set of codes around emerging technologies and fast-changing markets.  Traditional industries such as agriculture, food and beverage, and manufacturing are supported by broad codes as these industries are well defined by traditional industry taxonomies.

Custom Industry codes may be combined to build lists such as Medical Devices that employ Machine Learning.

“Traditional industry classifications for B2B segmentation don’t do the trick anymore—they are too generic, broad, or even incorrect,” blogged Vainu Customer Marketer Ella Tyrväinen.

Custom Industries are available on the Vainu platform and via its API.  Industry-based target lists may be exported as a CSV file or JSON.

Vainu also recently added three fields to its list exports: Countries of Operation, Website Languages, and Technographics.  In February, Vainu released a webCRM integration.