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AI in marketing & content: 23 real deployments

Named deployments in marketing & content, grouped by industry.

23deployments
15in production or with results
10with a reported outcome
0halted or reversed
Sep 21, 2026last updated

Software & Tech 6 deployments

OpenAI

Operating an ad-measurement pixel that collects browsing data from advertiser sites and links visitor identifiers to ChatGPT accounts for ad attribution

Reported: scraped identity outnumbered advertiser-supplied identity 685 events to 255

In production Sep 20, 2026 Source: buchodi.com
OpenAI

piloting Sponsored Agents inside ChatGPT to deliver advertiser-run conversational agents to users

Pilot Sep 16, 2026 Sponsored Agents, ChatGPT Source: openai.com
Adobe

Acquired Rilo and licensed its agentic workflow technology to plug into Adobe's agentic-marketing push

Announced Sep 3, 2026 Source: yourstory.com
OpenAI

Operating an in-product advertising platform within ChatGPT, serving ads to users

Reported: $1B annualized revenue run rate in under 200 days after the February 2026 pilot began

Results reported Aug 31, 2026 ChatGPT Source: cnbc.com
Alibaba

Deployed Wan3.0 video generation model on Alibaba Cloud Model Studio and Qwen Cloud, generating 30-second single-pass clips from text, images, audio, video, and structured documents including PDFs and spreadsheets

In production Aug 24, 2026 Wan3.0 Marketing and creative production Source: reuters.com
Reddit

Running limited experiment converting selected English-language text posts and top comments into short-form videos with AI-narrated voiceovers and synced on-screen text, exposed as a Play mode alongside the standard Read view on web, iOS and Android

Retail & E-commerce 5 deployments

Wayfair

piloting ChatGPT Sponsored Agents to run an advertiser-hosted conversational agent for customers

Pilot Sep 16, 2026 Sponsored Agents Source: openai.com
HP, Circle K, AB InBev and Getnet by Santander

HP, Circle K, AB InBev and Getnet by Santander are early private-preview customers of Databricks' CustomerLake agentic customer data platform, which replaces one-off batch campaigns with continuous AI-driven personalization loops.

Pilot Jun 17, 2026 Databricks CustomerLake Marketing and creative production Source: Databricks
Amazon

Amazon's shopping app now displays AI-generated images of fictional products below search autocomplete suggestions, meant to guide shoppers who cannot articulate product terminology toward real inventory matches.

Adidas, American Express, LVMH, Hearst, Ulta

Adidas, American Express, LVMH, Hearst, and Ulta use Bluefish, which processes millions of prompts daily across ChatGPT, Gemini, Claude, Perplexity, and Amazon Rufus, to monitor and influence how their brands appear in AI answers.

In production Apr 14, 2026 Bluefish Marketing and creative production Source: Adweek

Media & Entertainment 3 deployments

MrBeast

Gemini AI embedded across MrBeast's 500M-subscriber YouTube channel, used by production teams to navigate challenges, identify dangers and adapt to weather conditions in adventure videos

Announced Sep 2, 2026 Gemini Source: blog.google
Pinterest

Pinterest runs AI-powered Performance+ ad campaigns in production at scale across its advertiser base.

Reported: Performance+ campaigns account for ~30% of lower-funnel revenue; adopters grew lower-funnel spend at nearly twice the rate of non-adopters; first $1B quarter (+18% YoY)

Results reported May 5, 2026 Performance+ Marketing and creative production Source: CNBC

Marketing & Advertising 2 deployments

Rilo

Agentic platform that lets non-technical users describe multi-step marketing and go-to-market workflows in plain English and dispatches agents to execute them across hundreds of tools

Reported: hit 10,000 users within months

Results reported Sep 3, 2026 Source: yourstory.com
Snap

Snap operates AI-powered Smart Campaigns to automate advertising delivery and optimization.

Reported: Snap reported a 56% platform-wide conversion lift from Smart Campaigns in Q2 2026.

Results reported Aug 3, 2026 Smart Campaigns Marketing and creative production Source: CNBC

Banking & Finance 2 deployments

Klarna

Klarna uses AI for marketing cost savings and to overhaul creative processes, and after over-automating in places is now rebuilding human expertise.

Reported: $10M in marketing savings; image development cut from 6 weeks to 7 days.

Results reported May 12, 2026 Marketing and creative production Source: Digiday
Experian

Experian is the alpha launch partner for Snapchat's AI Sponsored Snaps, deploying a brand AI agent inside the Chat tab that handles end-to-end consumer conversations.

Reported: 22% conversion lift over standard Sponsored Snaps (early data)

Pilot Apr 28, 2026 AI Sponsored Snaps Marketing and creative production Source: TechCrunch

Gaming 1 deployment

DraftKings

deployed a 2023 ML model that scores customers by expected losses after receiving free bets to target AI-driven promotional offers

Reported: executives credited AI-driven promotions for a roughly 13% sportsbook margin improvement in 2025

Results reported Sep 19, 2026 Source: nytimes.com

Real Estate & Construction 1 deployment

Angi

piloting ChatGPT Sponsored Agents to run an advertiser-hosted conversational agent for customers

Pilot Sep 16, 2026 Sponsored Agents Source: openai.com

Manufacturing 1 deployment

CPG & Food 1 deployment

L'Oreal

L'Oreal's CreAItech generative AI platform produces marketing assets, and a new OpenAI deal extends GPT models across content, commerce and discovery, including bringing Maybelline's ModiFace virtual try-on into ChatGPT and feeding up-to-date product data directly to OpenAI.

Reported: Production costs cut 40%; 50,000 marketing assets crafted.

Results reported Jun 19, 2026 CreAItech, ChatGPT, ModiFace Marketing and creative production Source: Digiday

Nonprofit 1 deployment

MAGA Kentucky (PAC)

Pro-Trump PAC MAGA Kentucky deployed an AI-generated attack video depicting Rep. Thomas Massie in a fabricated romantic scenario, synthesizing voices and images the congressman never produced.

Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.