Our authors.

She holds a master's degree in computational linguistics and previously worked in NLP research at a technology company, giving her deep understanding of how large language models process and prioritize source content.

She has over seven years of experience in growth marketing, including leadership roles at fintech and payments startups where she managed multi-channel acquisition strategies.

He previously worked in strategy consulting, where he advised technology companies on go-to-market planning and competitive positioning.

He previously worked as a technology journalist covering enterprise software and search marketing, giving him a strong foundation in making complex technical topics accessible and credible.

She previously worked in academic research on information retrieval systems before moving into applied search marketing research.

He spent four years in product marketing at a B2B software company, where he managed competitive battlecards, product launches, and analyst briefings.

He holds a degree in statistics and previously worked in marketing analytics at a mid-market SaaS company, where he built attribution models for organic search.

He holds a degree in applied mathematics and previously worked in business intelligence at a technology startup, where he built dashboards and forecasting models for go-to-market teams.

She previously worked at a digital agency where she managed technical SEO for clients across e-commerce, fintech, and SaaS verticals, handling migrations, internationalization, and Core Web Vitals optimization.

He previously worked in product marketing at a marketing technology company, where he managed competitive intelligence programs and built comparison frameworks.

She has seven years of experience in digital marketing, including agency and in-house roles where she managed SEO, content, and paid search programs for B2B SaaS clients.

She holds a degree in business analytics and previously worked at a growth-stage startup in the travel and expense management space, where she analyzed funnel performance and organic traffic attribution.

He spent three years in sales engineering at a marketing analytics platform, where he developed deep product knowledge across the search and visibility tool ecosystem.

With a background in data journalism and marketing analytics, he tracks adoption trends, usage patterns, and market share shifts across ChatGPT, Perplexity, Google AI Overviews, and emerging answer engines.

She previously worked in competitive intelligence at a marketing analytics company, where she built systematic frameworks for evaluating vendor capabilities and market positioning.

She previously worked in market intelligence at a European technology company, where she produced competitive landscape reports and buyer behavior studies.

He has a background in product management at a marketing technology company, where he led feature prioritization and user research for analytics products.

He previously worked in search quality evaluation and information retrieval research, giving him a technical understanding of how language models process web content.

He has spent over a decade in search marketing, including five years leading organic acquisition at an enterprise SaaS company that scaled from Series B to IPO.

She previously worked in data analytics at a media company, where she built audience measurement systems and content performance dashboards.

She previously led content marketing at two venture-backed startups in the expense management and travel technology space, where she built organic acquisition programs from scratch.

She studied economics and applied statistics before working in competitive intelligence at a SaaS analytics company.

She previously worked in market research at a Scandinavian technology consultancy, where she produced competitive landscape reports for enterprise software buyers.

She has a background in software engineering and technical writing, having spent four years at a developer tools company where she built documentation systems and content pipelines.

With seven years of experience in marketing analytics — including three years at a publicly traded SaaS company — he brings rigor to how Mentionova collects, validates, and presents quantitative research.

He has five years of experience in technical SEO, including work at a digital agency where he managed large-scale site audits, structured data implementations, and international SEO programs.

Before joining Mentionova, she led SEO programs at two high-growth startups where she built content architectures that drove seven-figure pipeline value.

She spent five years leading content operations at B2B marketing agencies, managing editorial calendars and content audits for SaaS clients across multiple verticals.

He spent six years in content marketing at B2B technology companies, where he led editorial teams producing technical guides, comparison content, and thought leadership.

With a background in frontend engineering and content operations, they previously worked at a marketing technology startup where they built content management systems and automated publishing workflows.

She has six years of experience in B2B content marketing, including roles at companies in the HR technology and productivity software verticals.

She spent five years in content strategy at a Nordic SaaS company before specializing in GEO, where she observed firsthand how AI-generated answers were reshaping the buyer research journey.

He has a background in quantitative research and spent four years at a market research firm analyzing technology adoption trends before joining Mentionova.

He has a decade of experience in SaaS marketing, including roles at companies in the collaboration, design, and productivity tool categories.

She holds a master's degree in machine learning and previously worked in applied AI research at a technology company, where she studied how transformer models handle information extraction and attribution.