NIQ and World Data Lab published findings on August 27, 2026 showing that nearly three-quarters of shoppers now use artificial intelligence during product discovery, while 68% of North American consumers have never completed a purchase through social media, a split that separates two commerce models by region rather than by channel maturity.

The figures come from A Tale of Two Consumers: The Polarized Mindsets Reshaping Global Consumption, a report NIQ produced with World Data Lab and distributed through Business Wire from Chicago at 6:00 AM Eastern Daylight Time. NIQ trades on the New York Stock Exchange under the ticker NIQ.

Two headline claims anchor the release. Nearly 75% of shoppers use AI during product discovery. Global retail media has reached a market size of 184 billion dollars. Neither figure is broken out by country, category, or fieldwork date in the material distributed.

Two AI numbers that do not sit together

The release carries an internal tension worth naming before anything else.

The headline puts AI discovery adoption at 74%. The body describes nearly three-quarters of shoppers. The bulleted findings list states that nearly 75% of shoppers use AI during product discovery. Those three renderings of the same statistic are consistent enough to treat as one number rounded differently.

The second bullet is harder to square. It states that 20% of consumers already use AI as part of the shopping process.

Both figures appear in the same list, sourced to the same report, without a reconciling note. The most plausible reading is that the two bullets measure different things: exposure to AI-assisted discovery in one case, deliberate and habitual use of AI tools as a shopping step in the other. NIQ does not say so. The release provides no definition of what counts as using AI for discovery, no distinction between a shopper who reads an AI-generated search summary and one who opens a chatbot to compare two products, and no indication of whether passive exposure to algorithmic recommendation was counted.

That gap matters commercially. A 74% adoption figure and a 20% adoption figure imply materially different budget conclusions, and the release leaves practitioners to choose between them.

Comparable measurements published over the past year land across a similarly wide band. Equativ research found 60% of surveyed consumers using AI for product discovery across North America and five European markets in October 2025. Retail Economics fieldwork across the United Kingdom, United States, and France found 73% of consumers had consciously used AI in a shopping context, drawn from 6,000 respondents surveyed in November 2025. Optimove Insights reported 72% of United States consumers consulting AI assistants for gift ideas in a Spring 2026 survey of 648 respondents.

Against those, measured platform preference tells a narrower story. Smarty Marketing found ChatGPT capturing 7.26% of stated shopping search preference among 1,295 United States residents in data updated on May 12, 2026, against 56.68% for Google and 28.96% for Amazon. Stated usage of AI and chosen starting point for a purchase journey are not the same measurement, and the distance between them has been a recurring feature of this research category.

The regional split is the more usable finding

The geographic breakdown in the release is more specific than the AI headline, and more actionable.

Nearly 60% of Asia Pacific consumers shop through social and quick-commerce channels. Nearly one-third of Western consumers have purchased a product after discovering it on a social platform. And 68% of North American consumers have never purchased through social media at all.

The three figures are not constructed identically. The Asia Pacific number bundles two distinct channels, social commerceand quick commerce, into a single participation rate. The Western figure measures discovery-led purchase on social platforms. The North American figure measures social purchase in absolute terms. Reading them as a clean regional gradient overstates their comparability, though the direction is consistent across all three.

A separate NIQ release listed in the company newsroom puts quick commerce penetration in China at 83%, drawn from the same underlying research programme. NIQ published The Commerce Revolution: Where East Meets West earlier in 2026, identifying the convergence of Eastern commerce innovation and Western retail media monetisation, and the August 27 report is presented as building on that work.

For media buyers, the 68% figure is the one that carries planning consequences. A market in which more than two-thirds of consumers have never transacted on a social platform is a market where social advertising functions as an upper-funnel and mid-funnel instrument, with conversion occurring on retailer properties, marketplaces, or in physical stores. DoubleVerify research published in November 2025 put global social commerce penetration at 30%, a figure consistent with the polarised picture NIQ describes rather than in conflict with it.

What the $184 billion figure covers, and what it does not

The release states that retail media has grown into a 184 billion dollar global market. It does not identify a methodology, a base year, a currency conversion date, or whether the figure covers onsite, offsite, and in-store inventory or a subset.

That absence matters because retail media sizing varies substantially by definition. IAB Europe put European retail media spending at 13.7 billion euros in 2024 with 21.1% growth, projecting 20.8 billion euros for 2026. Omdia research published in September 2025 projected the global category above 300 billion dollars by 2030, roughly a fifth of all advertising revenue. WPP Media put commerce advertising, a broader category than retail media alone, at 178.2 billion dollars globally in 2025, the year it passed television for the first time.

NIQ's 184 billion dollar figure sits close to the WPP Media commerce total and well above conventional retail media estimates for 2026, which suggests a broad definition. Without disclosure, the number cannot be placed against the others with confidence. Practitioners comparing vendor sizings across the category encounter this problem regularly: onsite, offsite, and in-store are counted differently by different sources, and the boundaries between retail media and adjacent commerce formats remain unsettled.

Discoverability moves from an SEO problem to a media problem

The substantive argument in the release concerns what happens to brands that do not appear in AI-mediated recommendation.

According to NIQ, AI-powered recommendations becoming more personalised makes discoverability a critical growth factor, and brands that fail to optimise product content, digital shelf presence, and visibility risk becoming less visible as AI agents and recommendation engines take a larger role in shopping journeys.

That claim has an accumulating evidentiary base outside the report. Productrise research published in July 2026 found that AI Mode displayed 95% fewer shopping listings than standard Google Search results in the United States and United Kingdom, with overlap between the two surfaces at 0.8%. A retailer ranking well in a conventional Shopping carousel has no assurance its products appear at all when the identical query runs through the conversational surface.

Microsoft Advertising published a technical playbook in January 2026 setting out when products disappear from AI recommendations, organised around three data sources: crawled information from training and indexed pages, structured product feeds and APIs pushed to AI platforms, and live website data observed by agents at query time.

Measurement of the resulting visibility remains thin. An IAB framework covered in July 2026 found that only 16% of brands track AI visibility, and the framework itself covers organic, non-paid visibility only, excluding paid placement and commerce attribution. Semrush and Adobe research published in June 2026 documented 1,200 brands vanishing entirely from at least one AI platform while 36 maintained presence across all of them, alongside an Adobe survey finding 98% of more than 500 marketers lacked a documented roadmap for AI search optimisation.

The gap between NIQ's assertion that discoverability is now a growth factor and the industry's demonstrated ability to measure it is the operative problem for anyone allocating budget against this shift.

Where the report sits in NIQ's own commercial roadmap

The release does not disclose that NIQ is building products to sell against the behaviour it describes. The connection is visible in the company's own disclosures.

Troy Treangen, quoted in the August 27 release as Chief AI and Product Officer at NIQ, is the same executive who set out the launch schedule for Optiq Bridge on the company's second-quarter earnings call. NIQ reported 34% growth in AI-native solutions revenue on August 10, 2026, with revenue of 1,124.2 million dollars for the quarter ended June 30. On that call, Chief Executive Jim Peck described a forthcoming product measuring share of prompt, share of discovery, accuracy of results, clicks, and conversion in agent-mediated shopping, scheduled for launch before the end of 2026. Optiq Bridge, distributed over the Model Context Protocol, was set to exit beta at the beginning of September 2026.

A separate item in the NIQ newsroom describes a collaboration with The OpenAI Deployment Company to extend the NIQ Optiq Suite, including Optiq Chat, Optiq Mobile, and Optiq Bridge, into enterprise systems, building on the AI-native momentum reported in the second quarter.

The sequence is coherent rather than concealed. A measurement company publishes research establishing that AI now mediates most product discovery, then sells the instrument that measures share of that discovery. Practitioners evaluating the 74% figure have reason to note the commercial adjacency, in the same way they would note a demand-side platform publishing research on programmatic waste.

NIQ has been assembling advertising-adjacent distribution for two years. It launched a global data clean room on Snowflake on October 2, 2025, made GeoPurchase purchase-based audience segments available inside Adsquare for programmatic and digital out-of-home activation on April 8, 2026, and acquired the Flywheel China and Southeast Asia digital shelf and social commerce measurement operation on July 1, 2026. It also compressed the United States weekly CPG reporting cycle from nine days to two in March 2026.

What NIQ discloses about method

The company states that it operates in more than 90 countries, covers approximately 82% of the world's population, and tracks more than 7.4 trillion dollars in global consumer spend.

World Data Lab, the report's co-author, models consumer trends and demographic change through 2050 across 190 or more countries, 9,000 or more cities, and 200 or more spending categories, covering 99.5% of the world's population. Its core forecasting methodology was named by Nature among the 50 most influential papers of the decade, according to the company. World Data Lab operates an enterprise platform called World Data Intelligence and public tools including the World Poverty Clock.

Neither organisation discloses, in the material distributed on August 27, the survey instrument, sample size, fieldwork period, or country composition behind the AI discovery, social commerce, or quick commerce figures. The release carries a forward-looking statement disclaimer noting that projections reflect current expectations based on available data, historical patterns, and assumptions, and that actual results may differ.

The company's coverage figure has moved in its own materials. PPC Land coverage in March 2026 recorded NIQ describing approximately 85% of the world's population; the August 27 release states approximately 82%. The company does not explain the change.

Why this matters for the marketing community

Three consequences follow for practitioners.

The first is allocation. A market where 68% of North American consumers have never bought through social media and nearly 60% of Asia Pacific consumers routinely do cannot be planned from a single global social commerce assumption. Budgets built on aggregate penetration figures will misprice both regions. The practical distinction is between social as a conversion surface and social as a discovery surface feeding conversion elsewhere, and the answer differs by market rather than by platform.

The second is discoverability as an inventory question. If AI systems mediate a majority of product discovery, then product data quality, feed structure, and structured markup stop being technical hygiene owned by an SEO function and start behaving like inventory quality in a media buy. The measurement infrastructure for that shift is incomplete: organic AI visibility standards exist in draft, paid placement measurement inside AI answers does not, and commerce attribution across agent-mediated journeys is unresolved. Brands operating without either capability are exposed to a discovery channel they cannot audit.

The third is supplier concentration. NIQ now holds retail measurement, purchase-based audience segments, a clean room, programmatic distribution, digital shelf measurement in China and Southeast Asia, and a forthcoming product defining share of prompt and share of discovery. Research establishing the scale of a behaviour, published by the company selling the measurement of that behaviour, is a familiar pattern in advertising technology. It does not make the finding wrong. It does mean the 74% figure warrants the same scrutiny as any vendor-published market sizing, particularly given that the release provides no method disclosure and carries a second, much lower AI adoption number in the same bullet list.

Timeline

Summary

Who: NIQ Global Intelligence plc, the New York Stock Exchange-listed consumer intelligence company known as NIQ, published the research with World Data Lab. Troy Treangen, Chief AI and Product Officer at NIQ, provided the company statement.

What: A global report titled A Tale of Two Consumers: The Polarized Mindsets Reshaping Global Consumption, reporting that nearly 75% of shoppers use AI during product discovery, that 20% of consumers already use AI as part of the shopping process, that retail media has reached a 184 billion dollar global market, that nearly 60% of Asia Pacific consumers shop through social and quick-commerce channels, that nearly one-third of Western consumers have purchased after discovering a product on a social platform, and that 68% of North American consumers have never purchased through social media.

When: The release was distributed on August 27, 2026 at 6:00 AM Eastern Daylight Time. It follows NIQ's second-quarter results on August 10, 2026 and builds on The Commerce Revolution: Where East Meets West, published earlier in 2026.

Where: Distributed from Chicago via Business Wire. The findings cover Asia Pacific, North America, and Western markets, without country-level composition disclosed. NIQ operates in more than 90 countries covering approximately 82% of the world's population and more than 7.4 trillion dollars in consumer spend. World Data Lab covers 99.5% of the world's population across 190 or more countries.

Why: The findings matter to media buyers and brand teams because they assert that AI now mediates the majority of product discovery while the tooling to measure visibility inside AI systems remains incomplete, and because the regional split between Asia Pacific social and quick-commerce participation and North American social purchase abstention makes a single global social commerce budget assumption untenable. The report also sits directly upstream of NIQ's own commercial roadmap, which includes an agentic commerce measurement product covering share of prompt and share of discovery scheduled for launch before the end of 2026.