Stay ahead of the curve with our curated collection of foundational and latest research in Generative Engine Optimization and AI Search.
Academic papers, benchmark studies, and data-driven playbooks on GEO, AI search, and B2B visibility.
Four AI engines, four markets, 160,000 responses on enterprise security information and event management: which vendors get named, in what order, which sources get cited, and how little evidence the engines share.
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Four AI engines, four markets, 160,000 responses on enterprise passwordless authentication: which vendors get named first, which sources get cited, and how little of that evidence the engines share.
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Four AI engines, four markets, 160,000 responses on enterprise access management and single sign-on: which vendors get named, in what order, which sources get cited, and how little evidence the engines share.
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Six AI engines, five markets, 300,000 responses on third-party risk management: which vendors get named, which get named first, which sources get cited, and how much of that evidence is the vendors' own sites.
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Six AI engines, four markets, 240,000 responses on enterprise password managers: Bitwarden is mentioned most, 1Password is named first, Keeper is neither, and 59% of everything the engines cite sits on a vendor's own site.
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Six AI engines, four markets, 240,000 responses on compliance automation and GRC: which vendors get named, which sources get cited, and how much of that evidence is the vendors' own sites.
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Multi-engine benchmark of 240,000 AI engine responses across six engines and four markets. Vendor share of voice, first-mention order, cited-source overlap and source type in enterprise bot management.
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Multi-engine benchmark of 240,000 AI engine responses across six engines and four markets. Vendor share of voice, first-mention order, cited-source overlap and source types in enterprise ASM.
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The definitive GEO reference guide: 100+ statistics across market sizing, platform adoption, citation analysis, ROI metrics, and 2026-2030 projections.
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Original research analyzing 10,000 citations across ChatGPT, Gemini, Perplexity, and Google AI Overviews. Platform-specific strategies, citation stability data, and a 90-day action plan for B2B SaaS.
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Technical deep-dive into GEO, RAG architecture, entity authority, platform-specific citation strategies, the zero-click economy, and a five-element framework for AI visibility.
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Comprehensive market analysis of the $379B AI search opportunity. Platform market share, RAG technology deep dive, multimodal trends, and the GEO playbook.
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768,000-citation study reveals product content dominates AI sourcing at 46–70% of citations (up to 70% in B2B), while blogs get 3–6% and PR under 2%.
Read Full ReportData-driven report on the shift from blue links to AI synthesis. Zero-click search data, platform analysis, and implementation playbook for B2B marketers.
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Four landmark studies prove the shift: 50% start buying in AI chatbots, 94% use LLMs during procurement, 95% of winners are on the Day One shortlist.
Read Full ReportData-driven framework for creating content that AI systems cite. Citation source hierarchy, the five attributes of citable content, and a 90-day plan.
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Financial analysis of the search economy restructuring: Google's eroding moat, Amazon's retail media surge, and AI Overviews economics.
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Actionable templates, formatting patterns, and optimization techniques that increase AI citation rates by up to 40% for cybersecurity content.
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Real-world ROI data from cybersecurity companies investing in GEO. Case studies, cost comparisons, and pipeline attribution models proving the business case.
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How zero-click search and AI-generated answers are reshaping cybersecurity demand generation. Data-backed analysis of the pipeline impact and measurement gaps.
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Data-driven performance benchmarks from 50+ cybersecurity pSEO portals covering traffic, conversion rates, and AI citation impact.
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A data-backed guide for cybersecurity marketers transitioning from traditional SEO to AI search optimization. Learn the new citation signals and measurement frameworks.
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Data-driven analysis of how Google AI Overviews are reshaping cybersecurity search traffic. Research on keyword trigger rates and CTR impact.
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Research into how CISOs and security buyers use ChatGPT, Perplexity, and other AI assistants during the purchase journey to build vendor shortlists.
Read Full ReportA comprehensive mapping of AI citation share of voice across 12 cybersecurity categories. See which vendors dominate AI recommendations.
Read Full ReportData-driven analysis of which sources AI platforms cite when recommending cybersecurity solutions across ChatGPT, Perplexity, and more.
Read Full ReportHow 100 cybersecurity vendors perform across ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews. The first cybersecurity-specific AI visibility benchmark.
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Comprehensive technical survey of RAG systems, the core technology powering AI search. Explains retrieval and generation techniques.
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Research on GEO applications in e-commerce contexts, examining how product descriptions can be optimized for LLM visibility.
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Comprehensive comparative analysis of AI Search vs. traditional search across multiple verticals, languages, and query paraphrases.
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The seminal academic paper that established GEO as a formal field. Introduces GEO-bench benchmark and 40% visibility improvements.
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