How MiQ and Experian connect identity and insight for omnichannel planning 

by Experian Marketing Services 8 min read November 4, 2026

At A Glance

Omnichannel marketing only works when a consumer’s journey across TV, social, and in-store moments builds one connected story instead of scattered impressions. In this conversation, Experian and MiQ discuss how marketers can use connected identity and richer audience data, including MiQ Sigma, to plan and activate campaigns that reach the right people across channels and markets.

Key takeways

  • MiQ Sigma uses Experian’s Digital Graph inside MiQ’s Identity Spine to resolve audiences consistently across devices, channels, and data feeds.
  • Sigma’s Planning Agent turns a single brief into an omnichannel plan, with Experian Marketing Attributes enriching the demographic and behavioral signals behind its recommendations.
  • Experian WorldView delivers a geographic unit smaller and more consistent than a postal code across more than 130 countries, helping marketers hold local relevance at global scale.
  • Before the next plan, marketers should check whether it’s connected (not just everywhere), data led, built on portable first-party data, and consistent in signal depth across markets.

One consumer might see an ad on TV Sunday night, scroll past a social post on Monday, and buy in-store by Friday. Each moment happens on a different platform with its own identifiers and data, and together they form one continuous journey. Planning for that journey starts with connecting the signals behind it.

Lara Koenig, Global VP of Strategy and Partnerships at global programmatic media partner MiQ, joined us to discuss how a connected identity foundation and richer consumer attributes help marketers plan omnichannel campaigns with insight instead of assumptions and reach the right people across markets.

What makes a plan omnichannel, not just everywhere

A connected omnichannel plan carries one story across platforms. Each message builds on what a consumer has already seen, so reach adds up to a consistent experience across TV, social, digital, and in-store moments.

Woman watches TV while holding a phone

Connecting those moments takes work. First-party data varies in depth from brand to brand, platforms use different identifiers, and for global campaigns, the signals that explain behavior in one country often look different in the next.

Planning with data before the dollars move

MiQ uses data and artificial intelligence (AI) to give marketers a fuller view of their audiences, combining age and gender with the attributes and behaviors that shape intent. One consumer might be a parent, a retail shopper, and a sports fan at once, and each signal adds to the plan. That fuller picture helps MiQ plan around the moments when intent is highest.

Woman linked to stroller, shopping bag, and football icons

To make that practical, MiQ built MiQ Sigma, a platform that puts data in marketers’ hands so they can explore it and find the audiences they hadn’t thought to look for.

Where Experian fits inside MiQ Sigma

MiQ integrated Experian’s Digital Graph into its Identity Spine, which connects dozens of data feeds and ID solutions. That gives MiQ cross-device and cross-channel resolution it can apply consistently, whatever the signal.

Sigma’s Planning Agent turns a single brief into an omnichannel plan with audience, channel, and tactical recommendations. Experian Marketing Attributes enrich the demographic and behavioral signals that feed the Planning Agent, adding TV viewing and purchase behavior to data marketers already trust, so its recommendations reflect what audiences watch and buy.

“We’ve built a platform called MiQ Sigma. Experian is a core element of the identity spine behind that which helps us enrich a lot of other data partners we license to tell a really connected universe story across the world.”

MiQLara Koenig, Global VP of Strategy and Partnerships

Identity is the foundation

A marketer’s first-party data is their richest asset, and it varies widely: deep email-based insight for some brands, a name and address for others, and very little for consumer-packaged goods (CPG) brands whose sales usually happen at the retailer. Identity resolution makes that data addressable. It works like a translation layer, connecting a marketer’s customer data to the identifiers media platforms accept, such as hashed emails (HEMS), and mobile ad IDs (MAIDS).

Person using a phone amid digital channel icons

Experian keeps the foundation consistent while the inputs vary. Our identity foundation is signal-agnostic and platform-agnostic, so MiQ can plug in local retailer, broadcaster, and device data and still resolve it to the same person and household view. MiQ saw this in practice when it brought Experian’s Digital Graph into its Identity Spine, expanding reach and scale across screens.

Why scale and local relevance pull against each other

Scale and relevance can pull against each other when the data behind a plan change from one market to the next. Retailers, broadcasters, and TV manufacturers differ by country, and in some regions, privacy rules shape how identifiers like IP addresses and hashed emails can be used, which makes location a practical unit for planning. Experian WorldView provides demographic and location data in consistent 250-meter grids, a unit smaller than most postal codes, across global markets. That shared framework helps marketers compare markets and sharpen local planning in categories such as quick-service restaurants, CPG, and retail.

Beyond reach: Making the hard question simple

Reach is the starting point. From there, marketers need to understand audiences in the context of their goals, activate through privacy-forward, governed identity, measure what happened, and keep improving..

“There’s a lot of complex stitching that happens just to answer that basic question: who do you want to target and why, and how do you reach them? There are 30 different platforms, 60 different seats behind that, identity resolution partners, TV viewership partners. We want to make that question really simple to answer.”

MiQLara Koenig, Global VP of Strategy and Partnerships

Four questions to ask before your next omnichannel plan

Before you build your next omnichannel plan, start with four questions:

1. Is your plan connected, or just everywhere?

One story that builds across channels beats the same message repeated on each.

2. Are you planning from data or from assumptions?

Explore the audience before the brief is locked.

3. Can your first-party data travel?

Identity resolution is what makes it addressable across the platforms you use.

4. Is your signal depth consistent across markets?

Global scale only works when local relevance is built in.

Together, MiQ and Experian help marketers connect identity, insight, activation, and measurement across channels and markets.

Ready to plan with more connected data? Contact us

Click here to view Experian’s U.S. Consumer Data Privacy Notice.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.


About our expert

Lara Koenig, Global VP of Strategy and Partnerships, MiQ

Lara Koenig

Global VP of Strategy and Partnerships, MiQ

Lara Koenig is Vice President of Global Strategy & Partnerships at MiQ, where she leads product strategy and partnership development for the company’s omnichannel advertising capabilities. Over her decade-long tenure at MiQ, Lara has led high-scale teams across Programmatic Trading and Product Development, managing departments of more than 50 people and helping deliver innovative advertising solutions and best-in-class service for global marketers.

Lara brings deep expertise across programmatic trading, product development, identity, data collaboration and the broader ad tech ecosystem. In her current role, she works with global and enterprise clients and partners to help turn fragmented consumer signals into more connected, actionable media strategies across channels and markets. Her perspective centers on giving marketers a clearer understanding of audiences, the data behind consumer behavior and the partnerships needed to plan, activate and measure more effectively.

A recognized voice in the industry, Lara also contributes to cross-industry working groups and advocates for publisher development, education and stronger standards around buy-side supply path optimization. She regularly speaks on omnichannel strategy, retail media, AI-enabled planning, identity and the evolution of advertising partnerships.


FAQs

MiQ Sigma is MiQ’s AI-powered platform that gives marketers direct access to audience data, so they can find audiences they hadn’t considered instead of relying on a single demographic persona. Experian’s Digital Graph sits inside MiQ’s Identity Spine, which powers Sigma’s cross-device and cross-channel resolution, and Experian Marketing Attributes enrich the signals behind Sigma’s Planning Agent.

Experian’s identity foundation is signal-agnostic and platform-agnostic, so MiQ can plug in local retailer, broadcaster, and device data and still resolve it to the same person and household view. Experian’s Digital Graph expanded MiQ’s reach and scale across screens, and Experian WorldView adds consistent socio-demographic and location data across more than 130 countries for markets where postcodes aren’t precise or available enough for activation.

A connected plan carries one cohesive story and accounts for what a consumer has already seen, so each message builds on the last. A plan that simply runs across many channels often repeats the same message in different places and calls that reach, without the identity and data work needed to link those channels together.

First-party data varies widely in depth, from deep email-based insight to just a name and address, and on its own it often can’t be used across every platform a marketer buys on. Identity resolution works like a translation layer, connecting that data to the identifiers platforms accept, such as a hashed email, mobile ad ID, or phone number, so marketers can activate consistently across channels.

Global omnichannel plans don’t need identical data in every country, but the data needs to resolve to a consistent, comparable view across markets, since retailers, broadcasters, and privacy rules differ by country. Experian WorldView addresses this by providing a geographic unit smaller and more consistent than a postal code across more than 130 countries, giving marketers a way to keep local targeting accurate without losing global scale.


Latest posts

Tapad, part of Experian, gathers momentum in EMEA with extensive growth across key markets

London – 24 November, 2017 – Tapad, part of Experian, is the leader in cross-device marketing technology and continues to broaden its reach across EMEA. The business today reported a 20 percent growth in the scope of its regional device graph, a data set used by organisations to map consumers to their devices, enabling better, more personalised cross-device marketing. This news complements Tapad’s recent expansion of its UK team with the hire of experienced solutions engineer, Davide Rosamilia. As the demand for cross-device technology solutions continues to grow around the globe, coupled with the emergence of regulations such as Europe’s General Data Protection Regulation (GDPR), Tapad is committed to offering suppliers the greatest level of insight without compromising consumer privacy. Since Tapad started licensing its proprietary Tapad Device GraphTM just over a year ago, demand for the company’s technology has experienced significant growth. New supply partnerships and proactive data sourcing have also meant an increase in devices across key markets, which contribute to the overall 20 percent growth of the EMEA device graph, including a 44 percent increase in the U.K., 47 percent in France, and 85 percent in Germany. “We’re continuing to invest heavily in growing our regional device graph, allowing us to better meet the needs of EMEA marketers as they strive to reach individuals with greater precision in some of the most tightly regulated marketplaces worldwide,” said Tom Rolph, VP EMEA, Tapad. “This year, we have also welcomed 10 new data suppliers whom we’ve helped to increase cross-device amplification, attribution and audience extension, helping to further set us apart in the marketplace and successfully expand our EMEA presence.” Available around the world, the Device Graph provides access to Tapad’s globally compliant and privacy-safe datasets across EMEA, APAC and the U.S., and offers deeper knowledge of consumer preferences, purchase intent, and conversion behaviors. “Tapad has shown a unique ability to adapt to the nuances of the local EMEA market and display impressive growth without sacrificing dedication to privacy,” said Alistair Hill, CEO and Co-founder at On Device Research. “When we started vetting technology vendors, we needed to be sure that we selected a partner that could offer compliant and privacy-safe datasets to operate within our stringent data standards. Tapad’s probabilistic solution offered us greater scale, greater device reach, and increased engagement without compromising on privacy.” Contact us today

November 24, 2017 by Experian Marketing Services
Sizmek partners with Tapad, part of Experian, to power global cross-device reach with best-in-class privacy

The Tapad Device Graph™ Will Expand Sizmek’s Cross-Device Reach and Improve the Efficiency and Precision of Digital Advertising NEW YORK, November 16, 2017 — Tapad, part of Experian and a leader in cross-device marketing technology, today announced a new global partnership with Sizmek, the largest independent buy-side advertising platform delivering impressions that inspire. By integrating the Tapad Device Graph™, Sizmek will enhance its AI-powered predictive capabilities to deliver accurate, cross-device messaging at global scale in a privacy-safe environment. Combined with Sizmek’s existing data enablement, creative optimization and media execution capabilities, the proprietary Tapad Device Graph improves the efficiency and precision of digital advertising by accurately matching people and devices. This enables advertisers to get a clear view of individual customer journeys, achieve scale without compromising on efficiency, and uncover new opportunities for conversion. Sizmek’s customers will have access to Tapad’s globally compliant and privacy-safe datasets across the Americas, EMEA, and APAC. With deeper knowledge of consumer preferences, purchase intent and conversion behaviors, Sizmek and its customers are able to enhance advertising strategies including cross-device audience identification and more. “Tapad is known for their strong cross-device capabilities, and their offering is an excellent addition to our growing program for best-of-breed data and measurement partners” says Mike Caprio, Sizmek’s Chief Growth Officer. “For our customers, this partnership will add further people-based marketing precision and reach to our comprehensive offerings around creative optimization, data enablement and media execution.” This partnership comes at a time of a massive shift in the marketing technology industry. Companies like Tapad and Telenor, as well as Rocket Fuel and Sizmek, are joining forces to adopt those technologies that are most efficient and accurate at reaching consumers at scale in a personalized and non-intrusive way. The combination of Tapad and Sizmek’s offerings will provide international marketers with exceptional resources to lead a more cost effective and results driven campaign. Contact us today

November 16, 2017 by Experian Marketing Services

The Tapad Device Graph™ increases Throtle’s amplification by 475 percent. NEW YORK, Nov. 1, 2017 /PRNewswire/ — Tapad, now a part of Experian, the leader in cross-device marketing technology, today announced a partnership with Throtle, a leading data onboarding company. The Tapad Device Graph™ will enhance Throtle’s best-in-class onboarding capabilities by providing accurate and privacy-safe cross-device reach as well as precise audiences at scale. In partnership with Tapad, Throtle will deterministically link its services to a corroborated individual with hundreds of targeting attributes. This linkage allows Throtle to offer true cross-device identity management and identity resolution services to accompany its robust onboarding capabilities. Throtle will also work with Tapad to validate its device graph, building larger, more comprehensive audience segments. To date, the Tapad Device Graph™ has connected 61 percent of Throtle IDs to related ones in the graph, with an average amplification rate of 475 percent for Throtle’s IDs, or 4.8 new IDs per each of Throtle’s. Throtle has also seen its overall match rates involving Tapad’s identity insights rise an average of 15 percent since the inception of the partnership. More specifically, Tapad’s mobile advertising IDs (MAIDs) have increased Throtle’s in-app identity inventory by 35 percent. “Tapad has proven to be a trusted source for cross-device matching and has a tremendous reputation in the advertising and marketing technology industries for delivering superior precision and scale with the utmost dedication to privacy,” says Paul Chachko, CEO, Throtle. “Since we first began our test phase, and continuing through to this day, Tapad has met and exceeded our expectations for what a partner should be.” With Tapad’s strong commitment to precision and accuracy, Throtle was confident that this partnership would prove to be the right choice for the strategic expansion of its platform. Not only does Tapad deliver in-depth insights, parsing deterministic from probabilistic linkages, but its pool of device-level touchpoints enables Throtle to increase scale without seeing a decline in precision. For more information about the Tapad Device Graph™, or to request a demo, visit https://www.experian.com/marketing/consumer-sync About TapadTapad Inc. is a marketing technology company renowned for its breakthrough, unified, cross-device solutions. The company’s signature Tapad Device Graph™ connects millions of consumers across billions of devices. The world’s largest brands and most effective marketers entrust Tapad to provide an accurate, privacy-conscious, and unified approach to connecting with consumers across screens. In 2015, Tapad began licensing the Tapad Device Graph™ and swiftly became the established gold-standard throughout the ad tech ecosystem. Tapad is based in New York and has offices in Boston, Chicago, Dallas, Detroit, London, Los Angeles, Miami, Oslo, San Francisco, Singapore, and Tokyo. Tapad’s numerous awards include: Forbes’ Most Promising Companies, Deloitte’s Technology Fast 500, Crain’s Fast 50, TMCnet Tech Culture Award, and Global Startup Award’s “Startup Founder of the Year”. In 2016, Tapad was acquired by the Telenor Group, one of the world’s largest mobile operators. About ThrotleThrotle is a data onboarding company focused on deterministic matching and identity resolution, empowering brands with true individual-based marketing. Our data centric onboarding approach guarantees the highest level of accuracy, scale, and responsiveness for our clients. For more information on Throtle, please visit, throtle.io. Contact us today

November 1, 2017 by Experian Marketing Services