Measure Protocol, a consumer intelligence company, has released its Measure Report 2025, revealing how generative AI and social commerce platforms are fundamentally reshaping consumer research and purchase behaviors, with over one in five ChatGPT interactions now demonstrating some degree of commercial intent.
Key findings from the report indicate that 21.6% of ChatGPT interactions exhibit commercial intent, with 7.1% showing high intent and providing strong purchase signals. Within these high-intent conversations, business finance accounts for 34% and product comparison for 28%. The report is based on a comprehensive analysis of ChatGPT conversations from 3,458 users over five months, over 800,000 TikTok sessions, and six months of cross-platform behavioral data.
The Measure Report 2025 also identifies a phenomenon termed “The Great Platform Split,” categorizing consumers into four distinct usage patterns: Complementary Users (26.4%) who expand their digital toolkit, Competitive Replacement Users (24.4%) who substitute AI for traditional search, General Decline Users (25.8%) reducing both search and ChatGPT activity, and Reverse Cannibalization Users (17.2%) experiencing a decline in ChatGPT usage alongside an increase in traditional search.
Regarding social commerce, the analysis of approximately 1,200 purchase sessions on TikTok shows that 70% have measurable content influence, resulting in a twofold increase in in-platform search activity and 25% higher overall session activity. Additionally, the report highlights sophisticated cross-platform research behaviors, with over 32% of post-AI session searches directly connecting to prior conversations, often bypassing traditional attribution models.
Paul Neto, Co-Founder and Chief Data Officer at Measure Protocol, commented on these shifts, stating, “Consumers are no longer following simple, linear paths to purchase. They are using ChatGPT as a research assistant, then validating that information across social platforms and traditional search, indicating the search landscape is in active transition rather than settled disruption.” He added that “purchase journeys are becoming even more sophisticated and legacy attribution models simply can’t capture them.”
The research outlines three critical implications for brands. First, the “End of Last-Click Attribution” necessitates moving beyond single-platform models that overstate final touchpoints and miss complex research journeys. Second, a shift “From Interruption to Facilitation” is required, where marketing supports sophisticated research journeys that incorporate AI tools as reasoning engines. Third, a “Platform Specialization Strategy” is advised, acknowledging that sophisticated users develop workflows where AI handles complex problem-solving, search provides verification, and social platforms drive discovery and commerce.
Measure Protocol’s analysis for the report involved 142,965 ChatGPT sessions from 3,458 users, over 800,000 TikTok sessions including about 1,200 purchase sessions, and 86,990 search queries across multiple platforms, collected between January and June 2025. All data used is actively collected, fully permissioned, and 100% deterministic.
Founded in 2018 by industry veterans from media, adtech, and market research, Measure Protocol is a consumer intelligence company specializing in comprehensive consumer behavior analytics. It employs proprietary detection technology and machine learning to capture authentic digital behavior. The company has received recognition, including the 2022 MRS Award for Best Technology Innovation and the 2023 Quirk’s Technology Impact Award.
