Machine learning Trends & Statistics

EMARKETER offers market research, trends and statistics for a variety of topics and industries. Here you will find a collection of reports, articles and other resources for Machine learning
Reddit’s Shopify rollout is a step toward its ecommerce ambitions

Reddit’s Shopify rollout is a step toward its ecommerce ambitions

Article
Jun 01, 2026

Reddit opens Shopify to all advertisers: Global rollout ties community intent to DPAs, easing catalog setup and courting retail budgets.

Brand Safety 2026

Brand Safety 2026

Report
Apr 08, 2026

AI is reshaping brand safety by amplifying risks around placement, accuracy, and authenticity while offering new tools to control them. As automation scales, marketers face a growing tradeoff between performance gains and trust.

The enterprise access playbook: Why AI brands are racing into sports sponsorships

The enterprise access playbook: Why AI brands are racing into sports sponsorships

Article
Mar 16, 2026

AI brands’ new playbook: Bypassing marketing channels and seeking premium sports partnerships help secure the C-suite’s attention and fan loyalty.

Marketers want AI to explain their data, not just crunch it

Marketers want AI to explain their data, not just crunch it

Article
Jan 30, 2026

60.9% of US marketers prioritize generative insight summaries as their top AI enhancement for next-gen marketing mix modeling (MMM), nearly double the share focused on dynamic learning features, according to an October 2025 survey from EMARKETER and Rakuten.

As ad platforms launch agentic AI features, marketer distrust persists

As ad platforms launch agentic AI features, marketer distrust persists

Article
Jan 07, 2026

Agentic AI is expanding across ad platforms; CES reveals acceleration in autonomous planning and optimization, even as many marketers hesitate to trust full automation.

Reddit brings AI automation to social ads as costs rise

Reddit brings AI automation to social ads as costs rise

Article
Jan 05, 2026

Reddit is leans into AI automation with its new Max campaigns. The new offering promises to cut CPAs and lift conversions, giving marketers efficiency relief as social CPMs rise sharply.

New York Times ad tech lifts revenues as AI fuels contextual precision

New York Times ad tech lifts revenues as AI fuels contextual precision

Article
Nov 24, 2025

The New York Times is posting advertising momentum as its proprietary AI stack reshapes how marketers reach premium audiences. Q3 ad revenues climbed 11.8%, with digital ads rising more than 20% and generative AI tool BrandMatch now powering more than 150 campaigns. NYT’s first-party data engine interprets emotional cues, reading patterns, and topic affinities to deliver precise contextual placements—fueling strong campaign lift for partners such as Crown Publishing and Belmond. With 11.76 million digital subscribers and a diversified product suite, NYT’s fully owned ecosystem gives it targeting capabilities most publishers cannot replicate.

AppLovin’s strong Q3 growth proves adtech profitability problem is solvable

AppLovin’s strong Q3 growth proves adtech profitability problem is solvable

Article
Nov 06, 2025

AppLovin beat expectations again, delivering a blowout quarter that affirmed its place among the most profitable players in adtech. Even as the company faces ongoing scrutiny over data practices and an SEC probe, its financial momentum appears unaffected. AppLovin is proving that controversy doesn’t always kill momentum. Its ability to execute quarter after quarter suggests marketers may be more pragmatic than moralistic, following results over rhetoric.

Real-time insights are taking center stage in ad measurement

Real-time insights are taking center stage in ad measurement

Article
Oct 20, 2025

Marketing measurement is entering a new phase of speed and precision. InMarket’s Michael Della Penna told EMARKETER that marketers are moving beyond static reports toward real-time insights—fusing marketing mix modeling (MMM) and multi-touch attribution (MTA) to understand what drives incremental sales as campaigns run. AI-powered models now forecast lift, optimize spend, and connect awareness to conversion through unified platforms. With 56% of marketers prioritizing sales lift and nearly half investing in MMM, the focus is clear: decision speed over dashboards. InMarket’s end-to-end system exemplifies this shift, reframing measurement as a continuous feedback loop rather than a quarterly report.

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Coca-Cola and Hershey’s turn innovation into a daily habit

Coca-Cola and Hershey’s turn innovation into a daily habit

Article
Oct 13, 2025

At Philadelphia’s 1682 conference, Coca-Cola’s Benny Lee and Hershey’s Andy Hunt shared how two of the world’s oldest CPG brands are transforming retail through creativity, data, and AI. Coca-Cola is evolving from selling beverages to designing experiences—using AI to power global design systems and create immersive in-store storytelling through products like Y3000. Hershey’s is closing the gap between physical and digital by embedding data into every stage of retail, from aisle feedback to retail media KPIs. Both executives envision the store of the future as dynamic, data-driven, and human-led—where AI supports storytelling, not automation.

AI is reshaping video advertising from ideation to optimization

AI is reshaping video advertising from ideation to optimization

Article
Sep 23, 2025

A new Teads Connected TV paper shows AI has firmly entered the mainstream of video advertising. Sixty percent of marketers now use generative AI to create scripts, voiceovers, and visuals, while others rely on AI tools for audience insights, performance analysis, and real-time optimization. The findings highlight a clear opportunity—marketers that combine AI’s scale and predictive testing with human oversight can build campaigns that are both efficient and distinctive.

Reddit COO Jen Wong on prioritizing ad outcomes over ad load

Reddit COO Jen Wong on prioritizing ad outcomes over ad load

Article
Aug 05, 2025

In an EMARKETER interview, Reddit COO Jen Wong shared optimism following the platform’s strong Q2, highlighting its focus on delivering ad outcomes over increasing ad load. Despite capturing just over 1% of US social ad spend, Reddit is growing ARPU through investments in machine learning, creative tools like Memorable AI, and advertiser infrastructure. Wong emphasized Reddit’s auction model supports full-funnel goals, while global expansion is underway through localized insights and self-serve adoption. She spotlighted Reddit Community Intelligence as a milestone, enabling brands to tap into decades of authentic discussion data. The company’s long-term bet: authenticity will outperform algorithms.

Sam’s Club, Gopuff bet on better measurement to win more ad dollars

Article
May 05, 2025

As tariffs put pressure on retail media budgets, advertisers are, in turn, pressuring retail media networks (RMNs) for more sophisticated measurement tools that provide them with richer data across the entire funnel.

Reddit delivers strong Q1, leans into AI and ad performance

Article
May 02, 2025

Reddit’s blowout Q1 shows ad momentum: With strong midmarket traction and AI tools scaling, its business model is leveling up.

Experts share how marketers can prepare for M2M marketing in 5 steps

Experts share how marketers can prepare for M2M marketing in 5 steps

Article
Apr 25, 2025

Marketers are just starting to familiarize themselves with machine-to-machine (M2M) marketing, where a brand AI agent and a consumer AI agent navigate decision-making. The next step is preparing for this AI-driven method of influencing consumers, by examining how agents “understand” their brands and work to improve those impressions.

Tech experts answer 4 burning questions on machine-to-machine (M2M) marketing

Article
Apr 22, 2025

Several weeks ago, Amazon announced Nova Act, an AI model that can search for products, add to cart, and make purchases on someone’s behalf without intervention. As AI agents like Nova Act become more popular, marketers will need to target not only people, but the machines operating on their behalf, using a strategy called machine-to-machine—or M2M—marketing.

Brand Safety on Social Media in 2025

Brand Safety on Social Media in 2025

Report
Apr 16, 2025

The 2024 US presidential election ushered in a new normal in brand safety, with prominent social media companies such as X and Meta shifting the burden of content moderation from internal teams and contractors to users.

Brands need unique data to truly understand their customers’ motivations

Article
Mar 10, 2025

Category leaders go beyond traditional data, using consumer intelligence to predict behavior rather than just react. By tapping into unconventional insights like culture, entertainment, and social trends, brands can build more dynamic, human-centric strategies.

US Retail Ecommerce Returns 2025

US Retail Ecommerce Returns 2025

Report
Feb 21, 2025

Online returns growth will outpace overall ecommerce growth through 2028, driving retailers to update their strategies and solutions to manage costs.

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