Observed Signal · Jun 2, 2026 · Market Signal · Source: Lifesight · Impact: 2/5
Lifesight Launches MCP to Bring Unified Marketing Measurement Directly Into Claude and ChatGPT
Lifesight has introduced the MCP, a new tool designed to integrate unified marketing measurement capabilities directly into AI platforms like Claude and ChatGPT.
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Lifesight Open-Sources Demand Forecasting Engine Horizon
Marketing measurement platform Lifesight has open-sourced Horizon, its demand forecasting tool. The release includes code, methodology, documentation, and benchmarks, now available on GitHub. Co-founder Rajeev Nair stated the move aims to build trust and establish forecasting as a standard practice in measurement systems. Horizon uses ensemble forecasting, combining multiple models to improve accuracy, and is designed to complement existing MMM setups like Google's Meridian or in-house models. The company also formed a Scientific Advisory Council, with Dr. Ron Berman of Wharton as its first member, to peer review methodologies. The open-source move aligns with a trend toward more transparent measurement tools, following Google's Meridian and Meta's Robyn.
OpenAI ChatGPT Ads Business Hits $1B Annual Run Rate
OpenAI's ChatGPT Ads hit a $1 billion annualized revenue run rate within 200 days of its February 2026 U.S. launch, excluding free ad credits. The platform is expanding its self-serve Ads Manager to India, the Middle East, North Africa, and 31 European countries, with 50+ partners. New tools include a redesigned onboarding (campaigns in under a minute), $500 matching credits, CPC bidding, and a Conversions API. However, third-party data shows CTR of 0.6%–0.91% (vs. Google's 6.4%) and 14.35% off-topic ads. Advertisers see strong purchase intent but want better measurement and integrations, still treating the channel as experimental. OpenAI projects $2.5 billion in ad revenue for 2026 and $100 billion by 2030, while eMarketer forecasts OpenAI's ads at $5.41 billion by 2030 and the U.S. chatbot ad market below $1 billion in 2026.
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