More users are adopting LLM search by the day, and more AI content is populating traditional search results. We help clients harness these trends for greater visibility.
Rigorous research and reporting on user behavior shifts and AI search visibility metrics is the backbone of our approach to next-generation search on AI Overviews and LLM platforms.
From query tracking and evolution across platforms to content adaptation to harness algorithm and user trends, our SEO team’s real-time research and insights, and the strategic updates they fuel, keep our clients’ organic campaigns ahead of their competitors.
See what to expect from our Fundamentals and Fit
JDM's AI & LLM Search optimization focuses on earning visibility inside AI-generated answers and AI-influenced search results, not just blue-link rankings. It combines SEO fundamentals with key AEO & AI search differences including reporting & KPIs, reformatted content, an even greater focus on PR that drives brand mentions and citations and research on how people search in ChatGPT-style experiences and how AI Overviews change click behavior.
Yes, if you want to stay visible as buyers conduct research in AI tools and AI-enhanced search results. We do our most differentiated work in optimizing AI search / AEO performance to achieve real business growth like opportunities, pipeline, and revenue.
JDM drives growth for brands across B2B SaaS, fintech, eCommerce, product-led growth, developer tools, health tech, and ed tech. Our organic strategies cover current and emerging AI and LLM search platforms and have grown visibility on ChatGPT, AI Overviews, Gemini, Claude, Perplexity, Co-Pilot, and beyond.
See what to expect from our Platforms, Research, and Tracking
JDM helps clients improve visibility across major LLM platforms where buyers ask questions, compare vendors, and summarize options. Platforms where we have improved brand visibility include ChatGPT, Gemini / AI Overviews, Perplexity, Claude, Co-Pilot, and more.
JDM's AI search / AEO service focuses on tracking query behavior and changes across platforms, then using those findings to update content strategy and on-page content so brands stay aligned with how people actually search and ask questions. The basis for our research and tracking is Profound, a purpose-built AEO measurement and analytics platform that surfaces rich insights on user behavior across platforms.
It includes rigorous research and reporting on user behavior shifts, query tracking across platforms, content design and execution, digital PR to build brand citations and mentions, and content adaptation based on how AI answers evolve. The goal is to keep AI search and AEO strategy aligned with real-time changes in search behavior and platform algorithm evolution. Clients also get regular reporting, which combines data from purpose-built AEO tracking platform Profound, with proprietary Looker Studio dashboards that tie AI Search performance and visibility to down-funnel business outcomes like pipeline and revenue.
See what to expect from our Content Strategy and Optimization
Ideal content formatting for traditional SEO differs from content formatting optimized for LLM ingestion. Our approach prioritizes strategic content adaptation based on research insights, updating key pages and topics where AI visibility matters most, rather than doing unnecessary rewrites across the entire site.
It’s an extension of modern SEO: topic strategy, content quality, and authority signals still matter, but the program adds query tracking across AI platforms and content adaptation to match how AI answers are formed and surfaced.
JDM's AI search / GEO / AEO service combines rigorous research, real-time insights, and reporting tied to evolving user behavior, then uses those insights to drive strategic updates that keep your organic program ahead of competitors. Our reporting also ties AI search / GEO / AEO outcomes to down-funnel KPIs like opportunities, pipeline, and revenue.
See what to expect from our Measurement, Results, and Impact
AI search visibility and LLM citations involve different KPIs than traditional SEO, so we leverage reporting and tracking platform Profound, which is purpose-built for AI search measurement and insights. We build our approach around visibility metrics and query tracking across platforms, then turn those insights into strategic content and optimization updates you can measure and communicate internally.
It can support pipeline when the program is connected to full-funnel measurement and conversion-focused content. JDM emphasizes measuring and communicating content impact across the entire funnel to support planning and budgeting decisions.
Our client case studies include a 126% increase in inbound leads across search, LLMs, and LinkedIn for a cybersecurity company, a 67% increase in ChatGPT referral traffic for eCommerce, and strong organic conversion and engagement growth across fintech and other industries.
See what to expect from our Onboarding and Pricing
JDM does a baseline assessment of current visibility and content performance, initial query and platform research, then a prioritized roadmap of updates and reporting so you can track progress as the program runs.
Timelines depend on your starting point, category competition, and how quickly content updates can be implemented. Most teams see progress as insights accumulate, content adapts, and visibility signals strengthen across platforms.
Pricing is usually scoped based on the depth of research and reporting required, the content and optimization cadence, and how many products, categories, or regions need coverage. Most teams receive a tailored scope aligned to goals, urgency, and internal resources.