AI advertising

.Linkhome Holdings launched Linkhome AI Ads on Dec 1 2025, an AI‑driven advertising platform for homebuilders, lenders, agents, insurers and related services. It introduced a performance‑based “Pay for Closing” model where agents incur no upfront fees and Linkhome takes a negotiated share of the commission only after a buyer closes, illustrating roughly $4,930 revenue per closed referral (based on a median $410,800 home price). Management expects advertising and performance‑based revenue to grow.

AppLovin’s stock (APP) fell sharply after a Bloomberg report revealed an SEC probe into its data collection for targeted advertising. The investigation, spurred by a whistleblower and short-seller concerns, centers on potential violations of advertising agreements. AppLovin, recently added to the S&P 500, defends its practices, but the news triggered a significant stock decline after a period of substantial growth fueled by its AI-powered AXON engine. Short-sellers have previously criticized AppLovin’s data privacy and ad targeting, alleging violations of app store terms of service.

MingLue Science and Technology launched AdEff, an AI-powered platform for global advertising testing and optimization, at ESOMAR “Renewal Tour 2025” in Singapore. Built on the HyperGraph Multi-Modal Large Language Model (HMLLM), AdEff quickly predicts consumer reactions to ads, offers improvement recommendations, and aims to revolutionize marketing productivity. The platform integrates proprietary data and a mixed-expert model to provide faster, cost-effective, and more relevant content measurements, with trial use globally available starting June 19th. Continuous enhancements, including expanded content types and global expansion, are planned.