Large language models 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 Large language models

FAQ on affiliate marketing: How AI and creators are reshaping the channel in 2026

Article
Apr 28, 2026

This FAQ covers affiliate market size, publisher types, AI disruption, and what marketers should prioritize in 2026.

Creator Economy 2026

Creator Economy 2026

Report
Mar 12, 2026

As brands incorporate creators and influencers into more of their marketing and advertising strategies, they are fueling the growth of the creator economy, while making it more competitive and complex.

ChatGPT Health shows inconsistent safety safeguards in high-risk medical scenarios

Article
Mar 03, 2026

New studies show the limitations of relying on AI tools for health answers. Platforms must tighten safeguards and educate users on smart prompting.

YouTube overtakes Reddit as top cited source in AI answers

YouTube overtakes Reddit as top cited source in AI answers

Article
Feb 06, 2026

YouTube now outpaces Reddit in AI citations as models prioritize transcripts, metadata, and explanatory formats over engagement signals.

The Great BTN Bake (Take) Off — GenAI Trends for 2026: Google Overtakes OpenAI and an AI Reality Check Looms Large | Behind the Numbers

Audio
Jan 09, 2026

Our analysts (or “bakers”) compete in a Great British Bake Off–style episode, discussing why Google may overtake OpenAI in 2026 and how the AI boom could get a reality check this year. Join Senior Director of Podcasts and host Marcus Johnson, along with Principal Analyst Nate Elliot and Analyst Jacob Bourne. Listen everywhere, and watch on YouTube and Spotify.

5 top retail stories from 2025: Beauty, agentic, tariffs, and shifting habits

Article
Dec 23, 2025

Retailers faced a challenging year as economic factors, new technologies, and changing consumer behaviors reshaped the landscape. Here are our top five stories from this past year and what they meant to a tumultuous industry.

How Kellanova and Every Man Jack are navigating retail media’s toughest challenges

Article
Dec 10, 2025

Retail media’s early free-for-all is giving way to a more deliberate approach. At last week’s EMARKETER Summit, leaders from Kellanova and Every Man Jack described how marketers are sharpening their focus, rethinking measurement, and preparing for an AI-driven discovery landscape.

AI reshapes the future of search and consumer behavior

AI reshapes the future of search and consumer behavior

Article
Dec 02, 2025

Marketing professionals see AI leading to several shifts in consumer behavior that will greatly impact the fundamentals of digital advertising in the next 2 to 3 years, per a Funnel and Ravn Research study of in-house marketers and agency professionals. As AI reshapes digital and search advertising, the brands that thrive will be those who seize the opportunities presented by AI-driven changes.

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Salesforce sees new paths for discovery and recommendations as AI confidence grows

Article
Nov 10, 2025

As shoppers flock to LLM-powered searches to learn more about products and set shopping budgets, Salesforce data reveals new opportunities for brands looking to have a firm hold on their customers' journeys.

Open-source AI from Alibaba offers marketers flexible, enterprise-ready tools

Open-source AI from Alibaba offers marketers flexible, enterprise-ready tools

Article
Sep 24, 2025

Alibaba released two cutting-edge additions to its Qwen 3 large language model (LLM) that are ripe for enterprise application.Qwen3-Omni gives enterprises a rare mix of flexibility, cost savings, and global reach that many proprietary models can’t match. Qwen3-Max could push Alibaba into the frontier of agentic AI, combining massive scale with code-generation tools that could rival other developer-first models. For CMOs, Qwen3-Omni’s multilingual and multimodal skills could power richer customer interactions and unlock real-time insights from video, audio, and text data.

Advertisers blaze new trails as Google's search changes reshape the industry

Article
Jun 13, 2025

As Google's search changes continue and consumers increasingly turn to alternative platforms, the SEO playbook defined by link building and keyword optimization is losing relevance.

Navigating the AI-Powered Path to Purchase

Navigating the AI-Powered Path to Purchase

Report
May 19, 2025

Retailers and brands are racing to deploy AI across the shopping journey, but trust, quality, and execution will define who wins.

Hybrid AI challenger Deep Cogito takes aim at OpenAI and Meta

Article
Apr 09, 2025

By blending fast and accurate reasoning in open-source models, this startup is betting developers want flexibility without licensing headaches

DeepSeek’s disruption: How a Chinese startup is redefining AI’s efficiency and cost

DeepSeek’s disruption: How a Chinese startup is redefining AI’s efficiency and cost

Article
Jan 27, 2025

A scrappy Chinese startup disrupts the AI hierarchy with a lean, open-source model, challenging Big Tech’s costly infrastructure and rewriting the rules of AI competition.

Generative AI for Media Sellers

Generative AI for Media Sellers

Report
Jan 08, 2025

For publishers, genAI is changing everything from search referrals to the way they produce content.

OpenAI at 2: From AI pioneer to Big Tech contender

OpenAI at 2: From AI pioneer to Big Tech contender

Article
Dec 02, 2024

As it transitions to a for-profit model, OpenAI’s innovations and investments promise growth, but leadership turmoil and rising competition may challenge its dominance.

Generative AI for Personalization in Consumer Banking

Generative AI for Personalization in Consumer Banking

Report
Sep 26, 2024

GenAI gives banks unprecedented tools to create a more personalized experience for their customers, but some use cases are easier to implement than others.

Data Drop: 4 Charts on Banks’ Generative AI Preparedness

Data Drop: 4 Charts on Banks’ Generative AI Preparedness

Report
Sep 25, 2024

There’s a mismatch between the operational benefits banks hope to gain from genAI and how they’re allocating their genAI spend.

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