Editorial updates, methodology, and product notes from the Measure team.
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Four distinct behavioral archetypes define online grocery shoppers — from habitual mission buyers to deal-hunting switchers — each requiring a different activation strategy.
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TikTok (index 595) and Amazon (index 1,839) are the standout over-indexed platforms in beauty purchase journeys — TikTok dominates discovery and awareness, while Amazon captures conversion with extraordinary concentration.
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Nike leads on search discovery (15.2% share, #1 rank) and GenAI visibility (#2), but Adidas converts far harder — its purchase category share (7.8%) is 2.4× Nike's (3.2%), with a conversion stage share ~6× larger.
Read articleOura Ring and WHOOP are the two most-compared wearable health trackers on the market — but they solve different problems. This guide breaks down design, tracking features, pricing, subscription models, and who each device actually suits, backed by real consumer behavioral data.
Read articleSustainable fashion interest peaked sharply on TikTok in July 2025 then collapsed, while Google search held steadier with thrifting and circular economy as the dominant organic themes.
Read articleAthleisure consumers search for functional products — leggings, sports bras, gym gear — while streetwear buyers hunt brand drops and SKU-specific terms. Behavioral panel data reveals where the two audiences already meet.
Read articleNike's audience is 5× larger and leads on search (13.6%, #1), TikTok, and GenAI — but HOKA wins with high-intent running buyers. Its audience over-indexes on Google Search (index 354) and YouTube, with a research-first purchase journey that mirrors how serious runners actually shop.
Read articleNew Balance leads on comfort, fit diversity, and value — with 19% revenue growth in 2025 — while Nike holds the edge in speed-focused performance, cultural cachet, and race-day technology. The right choice depends on your foot type, training goals, and budget.
Read articlePickleball has added more players in the last four years than tennis has in its entire US history. Using Measure's behavioral panel, we map who those players are, which brands are winning their equipment and apparel spend, and what their purchasing power reveals about one of the fastest-growing consumer niches in sports.
Read articleArc'teryx built its reputation in alpine climbing. Now two-thirds of its US audience is under 35, it indexes 1.6× male vs. the population, and luxury competitors are outpacing it on search momentum. Here's what Measure's behavioral panel data actually shows.
Read articleDe-influencing has moved from TikTok trend to measurable search behavior shift. This report breaks down which categories and brands are most exposed, where the signal is strongest, and whether the backlash against overconsumption is genuinely changing what consumers buy — or just how they talk about it.
Read articleWhen a celebrity acquires or launches a brand, branded search can spike to 3.4× its monthly average, audiences skew 18–34, and TikTok dominates discovery at 10× the general panel rate. Measure Predict behavioral data from Fenty Beauty, SKIMS, and Rare Beauty reveals how long the halo effect lasts — and which platforms capture it.
Read articleSoho House has built one of the most distinctive demand profiles in premium hospitality — skewing younger, more urban, and more values-driven than traditional luxury hotel consumers. This report unpacks who searches for Soho House, how that audience differs from Four Seasons or Marriott Bonvoy consumers, and what behavioral data reveals about the rise of community-led premium experiences.
Read articleAlcohol-free brand search drops 37% below the yearly average by February after Dry January ends. Discover which brands convert seasonal interest into year-round loyalty — and why spring is the real alcohol-free opportunity.
Read articleBehavioral panel data reveals that BookTok readers dramatically over-index on sustainability brands, craft retail, independent music, and long-form publishing — and buy more across every lifestyle category than the average consumer.
Read articleMeasure behavioral data reveals exactly how Black Friday and Cyber Monday shoppers diverge — covering category dominance, brand preferences, search intent shifts, and in-store vs online purchase intent across the full shopping weekend.
Read articleNetflix and Disney+ serve very different audiences. This data-driven guide — powered by Measure Predict panel data — compares pricing, content libraries, audience demographics, and bundle value to tell you which streaming service is right for you in 2026.
Read articleSwifties spend far beyond the merch table. Measure Predict data reveals the categories, brands, and platforms Taylor Swift fans over-index on — and what it means for marketers chasing superfan audiences.
Read articleReformation's core shopper is 25–34, 81.5% female, and arrives pre-warmed — 91% of activity is consideration-stage. Behavioral panel data on who drives sustainable fashion demand, how they search, and whether the brand is holding its niche as it grows.
Read articleOne in six luxury fashion shoppers also visits a resale platform — and 41% do so before landing on a brand's own site. This guide breaks down how consumers search for pre-owned designer goods, which platforms lead the market, and how resale is reshaping consideration for Louis Vuitton and Gucci, backed by Measure behavioral panel data.
Read articleLoro Piana indexes at 2,930 on Pinterest and 523 on TikTok. Brunello Cucinelli has the highest Google search index in the set at 486. The quiet luxury consumer has a distinct behavioral fingerprint — and it's reshaping how luxury brands compete for attention.
Read articleBehavioral panel data from Measure reveals which platforms own each stage of the travel booking journey — from AI-driven inspiration through OTA comparison to final booking — and what search terms signal changing traveler intent.
Read articleBehavioral data on how consumers discover skincare brands across Google, TikTok, Amazon, YouTube, and AI — which channels drive initial awareness, which convert, and how search query intent maps to purchase readiness.
Read articleDiscover when holiday gift research begins, which categories have the longest consideration windows, and how consumer search shifts from inspiration to purchase intent — powered by Measure Predict panel data.
Read articleHow do supplement and wellness consumers discover brands in 2025? Which search queries signal purchase intent on Google, Amazon, and ChatGPT? And which brands lead behavioral consideration? Backed by Measure Predict panel data.
Read articleBehavioral data reveals which plant-based brands retain Veganuary consumers after January ends — and why most plant-based search interest collapses by March. Here's what purchase behavior says about the gap between intention and habit.
Read articleSpotify and Apple Music both offer 100M+ tracks — but they differ sharply on price, audio fidelity, music discovery, and device reach. This head-to-head guide breaks down every major category with a clear verdict.
Read articleThe Skims shopper is 68% female, 71% aged 18–34, TikTok-native (index 949), and cross-shops Sephora, Nike, and Taylor Swift at dramatically elevated rates. Here's the complete behavioral portrait, powered by Measure Predict panel data.
Read articleGen Z and Millennials search differently, favor different brands, and follow distinct paths to purchase. This data-driven guide breaks down the generational split across search platforms, brand preferences by category, and conversion channels — backed by Measure behavioral panel data.
Read articleSuper Bowl advertising drives some of the sharpest branded search spikes in US media. Measure Predict's behavioral panel reveals which categories see the biggest lifts, how long the uplift lasts, and what the data shows about purchase intent.
Read articleAlo Yoga's search audience captured 53.5% of all recorded brand engagement in Q1 2026 alone — a step-change breakout powered by celebrity marketing, retail expansion, and a fiercely loyal Gen Z consumer. Here's what the behavioral data reveals.
Read articleGUESS captures 28.5% of all US fashion TikTok watch events in summer. Nike, Adidas, Lululemon, and SHEIN follow. But the real story is what happens after discovery — and why TikTok's role in fashion purchasing is consistently undervalued by last-click measurement.
Read articleStarbucks and Costa Coffee dominate the UK coffee market from opposite ends of the premium spectrum. This guide breaks down brand positioning, customer demographics, loyalty, digital behavior, and UK search performance — powered by Measure behavioral data.
Read articleDupe culture is concentrated in fragrance, beauty, fashion, and tech — with Skims, Baccarat Rouge 540, and AirPods generating the highest dupe search volumes on Google and TikTok. Predict panel data reveals which brands are most duped, whether dupe searchers convert to the original, and what search behavior signals about brand health.
Read articlePatagonia buyers are defined by far more than outdoor gear. Behavioral data from Measure's panel reveals a 25–44 cohort that over-indexes 7.6× into sustainability, cross-shops ethical fashion brands like Reformation and Everlane at 12× the panel rate, books boutique adventure travel, and invests in premium home design — a coherent values-first consumer identity that spans every spending category.
Read articlePeloton buyers are a premium lifestyle cohort that extends far beyond cycling and fitness. Behavioral data from Measure's panel shows they over-index 5.3× into sustainability, shop luxury beauty brands like Charlotte Tilbury and Tom Ford, health-forward food brands like Fairlife and Smartwater, and wellness tech — with Oura Ring as their single most behaviorally similar brand.
Read articleDuolingo has one of the most engaged free-tier audiences in tech — but only 0.3% of behavioral events signal paid conversion. Here's what funnel data and search behavior reveal about the gap between brand love and paying subscribers.
Read articleSubscription fatigue is reshaping brand loyalty across streaming, fitness, and software. See which categories are losing subscribers fastest, how consumers search before cancelling, and which brands are retaining audiences despite the trend — backed by Measure Protocol behavioral panel data.
Read articleApple iPhone buyers over-index on sustainability, music, baby brands, pets, and real estate vs Samsung buyers — revealing a consumer who skews premium, purpose-driven, and aspirational outside of tech. Powered by Measure behavioral panel data.
Read articleReddit is a primary research channel for consumers in tech, personal finance, skincare, and gaming — often before a Google search happens. Behavioral data from Measure Predict reveals the categories where Reddit-first discovery is strongest, how this shapes brand visibility, and what it means for SEO strategy.
Read article35–44 year-olds have the highest ChatGPT purchase-research penetration (4.0%). Retail & Shopping carries a 35% purchase intent probability — more than double any other category. And 56% of ChatGPT researchers also use Google. Behavioral data from Measure Predict.
Read articleAirbnb-proximate travelers concentrate 62% of pre-trip purchases on Amazon, led by grooming tools, travel wallets, portable snacks, and luggage. Measure behavioral panel data reveals the brands, search terms, and purchase patterns that define the full Airbnb pre-trip consumer journey.
Read articleAmazon search peaks 3 weeks before Prime Day, not on the day itself. Walmart sees a +249% site-visit spike during the event, and nearly 1 in 10 Prime Day shoppers visit a competing retailer on the same day. Measure behavioral panel data reveals the full arc of consumer search, cross-shopping, and purchase behavior around Prime Day 2024.
Read articleRhode Beauty has one of the most powerful cultural discovery engines in modern beauty. What it doesn't have — yet — is a reliable path from that discovery to purchase. We tracked the real search, browsing, and platform behavior of Rhode's audience across 30+ platforms. What came back wasn't what the brand's cultural heat would suggest.
Read articleEvery summer football tournament does something predictable to sportswear brand demand. We have two years of behavioral data that proves it — and the 2026 World Cup is bigger than anything in that dataset. The pattern is structural. The timing is knowable. And the brands that understand it before June 2026 will outperform the ones that figure it out in August.
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Anker leads consumer electronics purchase journeys in the US at 6.3% share, ahead of Samsung (4.7%), PlayStation (3.9%), HP (3.8%), and Samsung Galaxy (3.8%).
Read articleRhode Beauty consumers search primarily for lip products (34% of queries), with dupe-seeking at just 2% — concentrated on the Glazing Milk, not the Peptide Lip Treatment. The data profile is of a brand whose searchers are already bought in.
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New research from Measure Protocol reveals that ChatGPT is not replacing Google Search — it’s expanding it. Based on anonymized behavioral data from multi-platform users, the study found that consumers who actively use ChatGPT also perform significantly more Google searches. Discover how AI-powered discovery and traditional search are evolving into a complementary, multi-platform search experience shaping the future of digital behavior.
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AI is the new shelf, and the consumer asks for the brand by name. Across 674,038 real ChatGPT prompts, Starbucks dominates the coffee category — while sunscreen has no leader yet. Both are measurable openings.
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Measure Data gives teams a flexible behavioral data foundation for understanding what real people do across the environments that shape discovery, consideration and purchase.
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Search is a mirror: it reflects language, intent, fear, and curiosity all at once. Turning search behavior into strategy requires humility about what you can infer, discipline about what you should not claim, and a clear theory of what better decisions look like on the other side.
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Trust is not a slogan you add after the model ships. It is a property of systems: how identities are represented, how error is disclosed, and how teams respond when the world changes faster than the spreadsheet.
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Attention is scarce, expensive, and easy to misread. When every platform sells certainty, the honest work is to separate what is measured from what is merely counted—and to build teams that can live with ambiguity without losing the plot.
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Most teams think measurement begins when a dashboard lights up. In practice, the hardest work happens earlier: deciding what should exist in the world as a signal, how it should be stewarded, and why anyone should trust it when incentives run in every direction at once.
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