Demandbase Audience Management Destinations

ABX Platform Demandbase released one of its “largest product launches of the year”: Audience Management Destinations.  While the firm has long supported B2B Campaigns via display advertising and LinkedIn channels, Audience Management Destinations extends its reach into consumer platforms and social advertising.

“B2B buyers are people, too, and B2B marketers can and should be advertising on those channels,” said Demandbase CMO Jon Miller.

New advertising channels include Facebook, Instagram, Twitter, Google, YouTube, Bing, and Adobe Audience Manager.  Additional services will be rolled out next year.

Demandbase does not store Personally Identifiable Information (PII), so its social outreach is GDPR and CCPA compliant.  Instead, Demandbase leverages LiveRamp’s identity resolution, an opted-in identifier system that matches individual identifiers across platforms.

Demandbase also expanded its integration with LinkedIn.  Previously, it only supported account-level targeting on LinkedIn, but now marketers can target at either the account or person level.

Demandbase Targeting

Marketers will build audiences using a set of selectors that include first-party data, third-party data, intent, technographics, and activities. (See the image on the right).  They can then activate campaigns to their targeted buyers across the business and social web.

“This will allow a highly consistent customer experience across social networks and other platforms,” explained Miller on LinkedIn.  In addition, the new release expands marketing’s outreach and orchestration across a broader set of channels “using the account intelligence and the Demandbase One platform.”

“We’re constantly learning about how the B2B buyer thinks and acts, and this new account-based social targeting functionality plays a role in reaching buyers more holistically,” said Miller. “By viewing the buyer not just as someone within a target account or in a buying committee, we recognize that buyers are individuals, too.  This mindset shift — and the corresponding ability to engage with them as such across business and social platforms — gives our customers yet another advantage in today’s B2B go-to-market landscape.”

Demandbase claims that it is the only system that runs both “people and account-based plays from one system.”  Marketers can target specific audiences and “then automatically apply the most effective sales and marketing tactics to advance the account in its journey, across every touchpoint, and with the most relevant messages.”

Demandbase augmented its company and contact intelligence in April with the acquisitions of InsideView and DemandMatrix.  The two firms supplemented Demandbase’s firmographics, contacts, and technographics and provided Demandbase with a set of sales intelligence, B2B DaaS, and ICP/TAM tools. 

Demandbase supports its own intent data along with partner datasets from Bombora and G2.  TrustRadius is coming soon.

“Demandbase’s solutions are stronger in certain areas and helps drive top of the funnel engagement or audience targeting, while InsideView has been more focused on bottom of the funnel data.  We realized the two companies are quite complimentary and we could combine our customers to offer a much more complete solution to all of them.  Today we have an integrated top of the funnel to bottom of the funnel marketing and sales data provision to allow customers to look at the full funnel and identify a more appropriate addressable market, including what kind of technologies those companies use.”

InsideView CEO Umberto Milletti to MarTech Series this week

The three companies combined to create a four-cloud solution that supports Advertising, ABX Marketing, Sales Intelligence, and Data.

“What’s exciting about this is the ability to provide all of this to customers as one solution,” continued Milletti.  “We have done a lot of work since the merger was completed to combine all of our technologies and go to our customers with information on how much more we can do for them.”

Demandbase combined its Demandbase One platform with InsideView and DemandMatrix to support four clouds.

Bombora in D&B Hoovers

Search Results include Bombora Intent Badges.

D&B Hoover’s customers can now view and build lists of in-market accounts using the Bombora intent file.  Users can set up SmartLists (dynamic lists) with a combination of account and intent data to identify in-market ICP accounts.  The list is then displayed on the sales rep’s desktop and daily email digest.

Target lists can be assembled from over 175 selects that span company, contact, intent, and technographics.  Bombora intent data is gathered from over 4,000 B2B media website and span 7,000 pre-defined topics.  70% of the websites are exclusive to Bombora.

Dun & Bradstreet provides a sophisticated approach to selecting intent topics that tie to business strategy.  Instead of simply choosing the obvious topics, the firms recommend that customers employ topic clusters, “a group of like-minded Intent topics [that are] representative of all facets of a product or service.”  Clusters would include

  • Brand/Products (core): Brands, products, key functions
  • Competitors/Partners: Brands and products of competitors and partners
  • Industry/Vertical: Strongly associated categories, use cases, and product/service capabilities
  • Pain Points/Challenges: Pain points, issues, expected outcomes
Multiple intent topics may be monitored in a SmartList.

Dun & Bradstreet has removed intent scores, which are often confusing.  By creating clusters, topics are either surging or not, with no interpretation required.  Instead, the number of clustered topics serves as the indicator of surge strength.

The firms recommend that content be adjusted based on the number of intent topics identified for a prospect.  Sales and Marketing should “serve higher-level or awareness-based content to those showing interest in one or two topics, and lower-funnel content to those showing interest on many topics.”  Furthermore, prospects with many surging topics are probably closer to making a purchase.

D&B Hoovers also added 4 million direct dial numbers to their database, bringing the product total to 6.2 million.  Direct dials contain a set of standard and mobile numbers, so users should hover over the direct dial number to determine the phone type.

“As more business contacts work from home, direct dials are essential to engage customers in real-time, from anywhere,” wrote Product Management VP Phil McWade.  “Access these numbers in the lists you’ve already created, when viewing a Contact Profile, or within Contacts Search & Build a List results.”

D&B Hoover’s coverage has grown to 209 million global companies and 235 million contacts

Bombora Growth Capital Financing; Implements BERT

First and third-party intent data vendor Bombora closed on $20 million in growth capital financing from Runway Growth Capital.  The cash infusion “will be used to help Bombora capitalize on market opportunities, build stronger partner relationships, and accelerate its pace of innovation.”

The funds will help them expand data partnerships across the sales and marketing ecosystem. 

“We want to make it easier for brands and their agencies to use it in their own stacks and chosen solutions, and for our platform partners to enhance the value of their own offerings,” said Bombora CEO Erik Matlick.

The firm is also looking to “deliver solutions that enable addressable advertising across the cookieless landscape for publishers and partners alike,” Matlick told Adweek.

“The B2B intent data market is growing quickly, and marketers are seeking better, more efficient ways to identify and engage with in-market prospects. We have been impressed with Bombora’s expertise, and its ‘data collective’ approach really stood out to us in the market.  This partnership adds to Runway’s already strong history of supporting key players in the data and marketing technology space and we are excited to have Bombora join our portfolio.”

Mark Donnelly, Managing Director, Head of Origination at Runway

In other news, Bombora announced that it implemented BERT-based natural language processing in its intent categorization, resulting in a 26% increase in topic prediction.  BERT (Bidirectional Encoder Representations from Transformers) looks at the context of each occurrence of a word.

“Bombora’s engineers and data scientists never stop looking for ways to serve our customers better,” said Bombora Data Science VP Nicholaus Halecky, Ph.D. “The BERT-based B2B Topic Classifier demonstrates a substantial performance increase in Company Surge intent signal quality, and we know this will improve our customers’ business results.”

The BERT implementation was spearheaded by former PwC and DialogTech data scientist Amber McKenzie, Ph.D., who joined Bombora as VP Data Science. BERT is an open-sourced NLP developed by Google.  It was implemented in Google Search in late 2019 and has since been deployed by Microsoft, Facebook, LinkedIn, and Wayfair.  BERT distinguishes meaning by assessing word order context, seeing the difference in meaning between “the stock of apples has dropped” and “Apple’s stock has dropped.”

G2 – Bombora Partnership

Two of the leading intent data vendors, Bombora and G2 (FKA G2 Crowd), announced a partnership to provide an integrated data set to Pro, Power, Activate, and Accelerate G2 customers from within my.G2.  The combined offering mixes G2’s technology research intelligence with Bombora’s third-party intent data set gathered from dozens of B2B media companies spanning over 4,000 sites.  Thus, software vendors can determine both which companies are exploring solutions in their category and which topics are of interest.

Once activated, My.G2 customers will see Bombora’s topic scores next to G2 Buyer Intent accounts.  Admins configure the relevant Bombora topics for display.  Based on the product, the number of topics is capped at either ten or twenty-five, which should be sufficient for most technology companies.

The partnership is part of Bombora’s freemium strategy, where they license a subset of their content into partner workflows.  In the G2 partnership, they are “double verifying” the intent data for accounts showing activity in G2.  “The customers are not seeing new accounts that we see as showing intent if they are not also coming to the customer’s G2 page.  The goal would be to help prioritize the intent they are receiving in G2 in a light way,” said Bombora Partnerships VP Charles Crnoevich.  “In layman’s terms, they have been to your G2 crowd page or category page (similar to a company coming to your website) and Bombora sees them showing elevated levels of intent around the B2B web – our cooperative of B2B websites.  This data overlay is also only in G2 crowd, so if you wanted a big infusion of Company Surge data in SFDC, Terminus, RollWorks, Marketo, HubSpot, Outreach, etc., you would need a premium license of Company Surge data with us.”

Crnoevich said that there are only a limited number of “compliant and reliable intent data sources” on the market, including G2 and TechTarget, ”so we’re excited to form a partnership with them [G2] from a thought leadership perspective in the intent data community.”

G2’s intent data set complements Bombora’s and is sourced differently.  “G2 shows data across their network on a number of interactions and user level,” stated Crnoevich.  “Our data is across a huge network of sites and we normalize it against normal traffic to give a propensity score instead of a count of interactions.”  Users are shown both the number of relevant topics that are surging at an account and the specific topics and surge scores with surging intent.

Having both topic counts and individual topic surge scores are valuable.  One or two surging topics may be anomalous (particularly at SMBs), but a broad set of related topics that are surging indicate a significant growth in research.  Likewise, high scores above the baseline (50 is the baseline average, and 60 is used as the minimum surge score indicating increased intent), demonstrate a significant spike in interest as well as help shape a sales rep’s positioning.

Bombora’s surge data validate target buyer’s research behavior on G2, helping sales and marketing teams ”craft hyper-personalized outreach covering the products and topics they’re most interested in.”  Intent data from the two firms also assist in sales outreach timing and prioritization.

“Understanding the buyer’s journey so you can help them make informed decisions is one of the most important focus areas for every tech business.  This collaboration allows us to combine the power of G2 Buyer Intent data with Bombora’s Intent topics giving vendors a thorough and enhanced view of their buyers’ research behavior across G2 and the B2B web.  G2 customers will now not only have access to more insights but more context, too.  We’re excited to give businesses the opportunity to experience the value of Bombora’s Intent topics and scores right from within their my.G2 admin panel.”

G2 CRO Mike Weir

While intent data should not be used for defining Ideal Customer Profiles (ICPs) and ABM lists as it is ephemeral, it is quite valuable for determining which of your ABM firms are currently in-market for technology solutions.  Thus, intent helps decide which accounts should be nurtured by marketing and which should be actively targeted by sales reps.  Surging intent does not answer who, but it addresses “who now?”

“The integration of Bombora with G2 allows revenue teams to see valuable prospects’ activity across both G2.com and the greater B2B web,” said Mike Burton, SVP of Sales at Bombora.  “Combining these powerful intent signals provides a huge validation for account-based activities, arming folks with the information they need to have successful sales and marketing interactions.”

G2 intent data also identifies competitors being researched, which assists with both new opportunity messaging and churn reduction.

G2 has over five million unique monthly visitors researching software solutions.  Half are North American viewers, 20% European, and 20% Asian.

G2 displays both product profiles and user reviews, with products categorized.  Purchasers can even build side-by-side comparisons of software product reviews.

The pandemic has increased the demand for third-party product insights and reviews.  The loss of face-to-face meetings at tradeshows and in the office has moved most product research to the Internet.  The trend of independent purchasing research, which goes back at least a decade, has accelerated.  However, digital research is now being accompanied by intent datasets that are helping level the playing field and provide vendors with early, actionable intelligence about which firms are in-market.

“Seemingly overnight, the ‘digital first’ world [that] sellers once knew has evolved into a “digital-only” world – a world where the same marketers, compete for the same buyers, against the same solutions — across the same channels,” explained G2 Director of Product Marketing Yoni Solomon.  “That’s why incorporating intent data on buyer research, behavior, and online activity has never been more important for the success of B2B sales and marketing.”

Bombora Workflows & Partnerships

A/B Testing analysis of Company Surge variables in LinkedIn Campaign Manager
A/B Testing analysis of Bombora Company Surge variables in LinkedIn Campaign Manager

Intent data vendor Bombora has enlarged its direct sales team and is looking to shift from data resellers to OEM partnerships.  The OEM partnerships will deliver a “limited but powerful amount of data (or limited supported use case)” to customers and partners that want full, direct access.  Terminus is their first OEM partnership, but Bombora is looking to roll out three or four OEM relationships in Q4.

Shifting to OEM workflow solutions for intent data makes sense.  Unlike firmographics, technographics, or contacts, first and third-party intent data is more difficult to present to end users as it is both ephemeral (i.e. changing weekly) and statistically based (i.e. firms with a score above 70 are in the top 6% of signaled intent).  Thus, filtering the data by topic, company, and surge score provides confidence to end users that the data is meaningful.  OEM deals also place the intent data in the proper workflows for sales and marketing end users.

“Say a 200 person software business has Boeing as an account record in their Salesforce. We will append the topics surging at Boeing that that customer has licensed from Bombora onto the account object in Salesforce.  Once it’s there, it becomes searchable, so they can create tasks for salespeople, or they can use Salesforce as a hub and pipe that data to sales platforms, or marketing automation platforms.  Once the data’s in the system, it can be piped out to a bunch of different workflows.”

Bombora SVP Data Sales Michael Burton

Bombora also recently began providing intent-based audience feeds to LinkedIn Marketing Solutions for sponsored content, sponsored InMails, text ads, video ads, and dynamic ads.  Each week, Bombora provides an updated list of domains to LinkedIn based upon ABM lists or firmographic selects.  The domain list is updated dynamically based upon surge data with the first set of matched audiences available within 48 hours.  On the LinkedIn side, LinkedIn member targeting is available (e.g. job function, level, interests) through the Campaign Manager.

Bombora recommends that users perform A/B testing against the standard B2B audience list and the company surge list.

Bombora was spun out of Madison Logic in 2014 and made the Inc 5000 list for the first time in 2019 placing #997.  2018 revenue hit $26.4 million, up 425% over three years.

Bombora – LiveRamp Partnership

LiveRamp - Bombora data flows for audience targeting.
LiveRamp – Bombora data flows for audience targeting.

This is Bombora week in my blog. Yesterday I covered their Bombora for Growth offering and today I’m discussing their August LiveRamp partnership. It is one of many partnerships they’ve formed over the past few years

Bombora’s latest partnership is with LiveRamp, an identity resolution firm that also supports data onboarding.  Bombora identifies audiences based on intent data to develop in-market audiences for both large and small companies.  Large company attribution is fairly straightforward as IP addresses can be employed.  For smaller companies, attribution is performed behaviorally based on thirty attributes with an 86% confidence level.

Bombora then layers in their topical surge data to determine which companies are showing high levels of intent by topic.

“What typically we’d receive from Bombora is a list of IP addresses which map a specific business profile,” said LiveRamp B2B COO Pieter De Temmerman.  “For example, we might be asked, ‘Can you find small businesses that are currently in-market to buy a CRM system, or accounting software, or you name it’.”

“What Bombora has done, and patented, is we’ve looked at IP addresses from a behavioral perspective, and because we see 30 to 40 billion business transactions a month, we’re looking at them through the lens of the behavioral attributes of a business (versus a home, Starbucks, or hotel) IP address.”

Bombora CSO Mark Dye

“What we realized is that a lot of these B2B marketers are wanting to target large companies, which are easy to identify, but are also wanting to have a conversation with the longer tail of customers,” said de Temmerman.  “When you’re dealing with these smaller companies, you might be dealing with a large number of prospects, but you don’t necessarily know who they are,”

The combined offering pulls together a set of third-party cookies and associated devices for anonymous users, expanding the universe of targetable in-market SMBs.  According to Bombora, “This solution, being the first of its kind in the B2B market, produces a high likelihood of the SMB audience to be susceptible to the ads they are seeing.  Thus, producing a higher return on ad spend and a lower customer acquisition cost.”

Bombora targets 7.5 million global SMBs with up to 100 employees based on IP addresses.  Bombora audience targeting is initially available for North America and the UK with plans to expand to additional markets “in the coming months.”

LiveRamp charges $2 per CPM for SMB targeting and $4 per CPM for Bombora surge-based SMB targeting.


Other articles on Bombora Partnerships:

Bombora for Growth

Bombora gathers company website intelligence (1st-party intelligence) through its NetFactor Visitortrack service and combines it with 3rd-party intent data from B2B Media Companies.

Bombora announced the availability of a Growth package which provides a “concentrated” set of intent data for SMBs.  Both first and third-party intent data are delivered through CRM, MAP, and CDPs including Salesforce, Marketo, HubSpot, LiveRamp, Oracle, Lattice Engines, Leadspace, and Everstring.

First-party intent data is derived from a firm’s own website. Bombora quietly acquired NetFactor for visitor intelligence and packages it alongside its third-party intent data from dozens of B2B media websites. Combined, first and third-party intelligence help identify which companies are actively in-market for solutions. Firms can opt to run campaigns which target high-intent companies (e.g. programmatic, email), or deem the leads marketing qualified and pass them to sales.

Growth provides an unlimited feed of high-intent companies spanning up to eighteen topics.  Bombora identifies companies with a surge score of at least 70, which approximately represents the top 6% of companies with interest in a topic.  As multiple topics are being measured, the feed covers approximately the top 25% of companies.  Because Bombora compares surge scores against topical baselines, surge scores are normalized such that companies in industries related to a topic and very large companies do not dominate.  Surge scores are updated weekly and available for 2.8 million company domains across 6,100 B2B topics.

The Growth package also includes dedicated support, visitor intelligence, browser access, and integrations.  Pricing begins at $17,500 plus integration fees.

“What’s happened over the last five or ten years is that the way companies buy products and services has changed pretty significantly” as buyers conduct a significant percentage of their research prior to raising their hand.  “In the past, if you were going into a buying cycle, you’d just engage with the companies that you think you might ultimately work with; and those companies would be part of that process from the beginning.  The promise of intent data is to tap into that part of the process which is no longer visible to a vendor during the prospect’s buying cycle.”

Bombora SVP of Data Sales Mike Burton

“Over the last 12 to 18 months, the market has figured out that this data is really important, in terms of getting into sales cycles and driving pipeline,” continued Burton.

Bombora tracks first and third-party intent to the location level.  Thus, there are no issues with GDPR compliance or the collection of personally identifiable information.

Bombora identifies surging topics by location with topics often acting as proxies for personas.  “If Boeing, in Texas, is in a big research surge on accounting software and budgeting software, there’s a really good chance that’s coming out of a finance department, or a finance persona, rather than H.R. or a sales department,” said Burton.


Bombora has had several recent product and partnership announcements. Part two of this blog covers their new LiveRamp partnership and part three discusses intent-based workflows. They also recently licensed their data to Zylotech, a CDP.

Zylotech Incorporates Bombora Intent

Zylotech Account 360

Zylotech added Bombora surge data to its Customer Data Platform (CDP).  Bombora’s third-party intent file is gathered from over 4,000 B2B media sites and helps identify accounts with surging interest in B2B topics.  The partnership helps “find and drive active demand into the funnel, empowering sales teams to prioritize accounts and win more business.”

Zylotech describes itself as a “self-learning B2B customer data platform that ensures customer profile enrichment, predicts purchases, and brings relevancy-based recommendations towards unprecedented lift.”  Features include data health reports, next best actions, lead scoring, propensity predictions, prescriptive micro-segments, dynamic segmentation, GDPR support, ID resolutions, anonymous visitor data resolution, look-a-like audience prospecting, and 360 Customer Views that incorporate hierarchies.

“Self-learning” means that the CDP automatically and continuously detects and creates customer matches across different data sources.

“Bombora’s intent data coupled with Zylotech’s unified view of all customer data means marketing and sales now have a single, seamless way to identify ideal B2B buyers and drive more conversions.  Marketers can personalize their campaigns specifically to the buyer’s intent, allowing sales to focus on buyers with expressed interest, and proactively engage in the decision-making process armed with customer insights.”

Zylotech Chief Revenue Officer Patrick O’Brien

Zylotech supports HubSpot, Eloqua, Marketo, Salesforce, Tableau, MailChimp, and LiveRamp.

Zylotech is based in Cambridge, MA and has 40 employees.  It received a $5.5 million Series A last October and $6 million in total funding.

DealSignal Enrich

DealSignal CRM Lead Enrichment
DealSignal CRM Lead Enrichment

Human-verified contacts vendor DealSignal released an Enrichment module for maintaining data quality.  Along with company and contact enrichment, DealSignal appends Bombora third-party intent data, helping identify which prospects are actively researching key topics.  The service supports inbound lead enrichment and scheduled data maintenance.

Because inbound leads are enriched, they can be quickly segmented, scored, routed, and prioritized.  ABM companies can immediately determine whether a lead matches a target persona and ideal customer profile, ensuring such leads are immediately sent to sales for action.

Contacts are matched against DealSignal’s universe of human-verified contacts and enriched with direct dials, firmographics, and intent scores.

A wizard helps map DealSignal fields to Salesforce or HubSpot.  Admins set sync and refresh schedules.

“We’re always excited when our partners develop innovative new ways of using intent data to help marketing and sales teams drive revenue.  By extending lead enrichment automation to include Bombora’s Company Surge data, DealSignal will provide revenue teams valuable insight into whether a buying committee is forming or one curious person just happened to download some content.  That added insight will help marketing and sales teams work together more effectively to drive the most value from their inbound leads.”

Charles Crnoevich, Head of Partnerships at Bombora

Inbound Lead Enrichment service is the first B2B DaaS platform to combine human-verified contacts and firmographics with third-party Bombora intent.  The platform takes skinny inbound leads and enriches them with accurate, actionable insights and contact details, helping determine which leads should be immediately routed to sales and which should be retained.  Reps can then prioritize prospects that are currently in-market for products or services like theirs and craft highly personalized messaging, thereby improving their odds of exceeding quota.

DealSignal Adds Bombora Intent

Human-verified contact vendor DealSignal added Bombora intent to its B2B marketing data service.  The combined solution offers intent-based leads with verified emails and direct dials “so that marketing and sales teams can reach out to ideal buyers directly and drive more conversions.”  DealSignal applies Bombora intent data to an Ideal Buyers Profile.  Users will be able to identify net-new, surging accounts with accompanying contacts and buying teams.

“We’re excited to partner with Bombora to help marketing and sales teams finally answer the most elusive question: Who is out there actively looking for what we sell and how can we reach them before our competitors,” said DealSignal CEO, Rob Weedn.  ”The integration of Bombora intent data and DealSignal’s verified contact and account data means that revenue-driving teams can now see which companies are actively in-market, plus get complete, accurate contact data for ideal buyers at those companies, so they can reach out and convert that intent into a purchase.”

Selecting Bombora Intent Topics
Selecting Bombora Intent Topics

Marketers begin by defining their target buyer personas on the DealSignal platform and then select up to 50 Bombora intent topics.  DealSignal identifies accounts that match buyer profiles along with surging intent and delivers a set of accounts with contacts and firmographics.  By tying together intent, firmographics, and human-verified contacts, DealSignal delivers a set of leads that are more likely to close than with traditional firmographic prospecting.

“Intent-based leads help B2B marketers uncover accounts that are actively in-market — even if they’re not already on their target account/ABM lists.  We then deliver complete, enriched and verified contact and account data that helps marketing & sales teams reach out to prospective target buyers with highly personalized messages, to help them convert more intent into a purchase,” said Weedn.

Third-party Intent data from Bombora and The Big Willow has suffered from poor actionability as intent scores lack context and clear next steps.  Several vendors have begun to address this issue by combining intent with company and contact intelligence, turning an intent number into an ABM lead.  DealSignal ties together Ideal Buyers, Personas, Bombora Intent Data, and Human-verified contacts to indicate which ABM targets are in market and who should be contacted.  

DiscoverOrg redesigned its OppAlerts service to identify companies with surging interest in key topics, rank companies by purchase intent, route high-intent prospects to sales reps, and synch intent data with Salesforce for key topics.  

InsideView added the Bombora intent file into their Apex ICP / TAM service to help identify ABM accounts which are currently searching on key topics.

By converting intent signals into leads or opportunities, firms are beginning to translate billions of weekly datapoints (thousands of intent topics across millions of companies) into actionable intelligence for sales and marketing teams.

In December, Aberdeen acquired The Big Willow to deliver Intent Qualified Opportunities which combined third-party intent with technographics, firmographics, content, and research.

“Intent data has been trapped in marketing tools as just another score,” said Aberdeen CEO Marc Osofsky, Aberdeen’s CEO.  “Aberdeen Intent for Salesforce delivers what sales wants – accounts looking to buy that are fed directly into Salesforce for sales to engage and increase pipeline.”


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