One notable development in SEO and digital media is the shift from keyword-based search to intent-driven, conversational interactions with intelligent AI systems. As Search Engine Journal highlights, agentic AI goes beyond answering queries—it actively pursues goals, gathers and verifies information, and directs users toward the most relevant outcomes. Consequently, online visibility depends less on traditional search rankings and more on being accurately understood and trusted by AI models that now influence discovery and decision-making. Brands must therefore optimize their content to be confidently interpreted and recommended by these systems, evolving SEO from a purely marketing role to a multidisciplinary practice involving product, data, and experience design. This "agentic SEO" paradigm transforms the focus from click optimization to training AI systems to comprehend and act on brand data. Success hinges on robust data infrastructures—such as structured content, taxonomies, APIs, and feedback mechanisms—that teach AI what a brand stands for and its credibility. Metrics now include retrieval share in AI assistants, trust indicators, and presence in reasoning processes, moving beyond conventional search positionings. SEO expert Dan Taylor asserts that winning in this landscape means aiding both users and AI agents to make faster, smarter decisions, reshaping SEO as the art of influencing autonomous digital entities rather than search results pages. In the media sector of The Prompt Economy, Thomson Reuters expanded its professional AI offerings with a suite of agentic AI tools designed to automate complex, multi-step workflows in tax, legal, audit, and compliance domains. Key releases include ONESOURCE+, an “intelligent compliance network, ” and enhanced CoCounsel platforms tailored for tax, audit, accounting, and legal processes. These platforms combine advanced reasoning capabilities with Thomson Reuters’ proprietary content and expertise, enabling professionals to delegate tasks such as tax return preparation and document review while ensuring transparency, audit readiness, and regulatory compliance. Thomson Reuters emphasizes its competitive edge in fusing trusted professional content with adaptive agentic AI that improves over time.

ONESOURCE+ focuses on automating tax filing and product classification, while CoCounsel’s new features—“Ready to Review” and “Document Analysis”—streamline tax and audit tasks. On the legal front, CoCounsel Legal introduces next-generation agentic tools for bulk document review and customizable workflows leveraging Westlaw and Practical Law resources. Collectively, these innovations aim to elevate professional roles from repetitive data handling toward higher-value decision-making. David Wong, chief product officer, stated that these products empower clients to delegate complex work, reduce manual tasks, and concentrate their expertise where it is most impactful. In retail, Mexico’s Liverpool department store has launched a significant agentic AI integration in partnership with commercetools, marking one of Latin America’s first large-scale deployments of autonomous retail agents. According to Digital Commerce 360, Liverpool’s chief digital officer, Antonio Guichard, noted that customers increasingly prefer asking specific questions over browsing long product lists. The AI system understands customer intent, recommends products, and completes purchases all within a single interaction, transforming the eCommerce experience from “search and scroll” to “ask and act. ” Liverpool operates 124 department stores and 186 Suburbia outlets and aims to provide seamless, responsive interactions across its omnichannel network. Industry observers view this as evidence that agentic commerce is entering the mainstream. Dirk Hoerig of commercetools emphasized that retailers must ready their data, governance, and checkout infrastructures for AI-driven shopping journeys. Consultants Dustin Engel and Joe Gagnon hailed Liverpool’s initiative as a milestone—Engel described it as the emergence of a new “agent channel” of commerce where trust and brand representation matter as much as price; Gagnon predicted an era of “one-interaction sales” akin to Amazon’s one-click buying. Both suggest retailers adopting this model early will benefit from improved speed, personalization, and conversion as consumers increasingly expect conversational, seamless shopping experiences.