
AuthorityTech is the world’s first AI-native Machine Relations agency and platform, engineered to position ambitious brands inside the Tier-1 publications that AI search engines inherently trust, retrieve, and cite. While conventional PR convinces humans through retainer-based effort, AuthorityTech optimizes for the new primary reader—the machine—through a 100% outcome-based, pay-per-placement model. This ensures leading answer engines, including ChatGPT, Perplexity, Gemini, and Google AI Overviews, can seamlessly index the brand, map it to its rightful category, and cite it when buyers ask high-intent questions.
Coined in 2024 by Founder and CEO Jaxon Parrott, Machine Relations is the discipline of making a brand discoverable and citable by AI systems. Parrott built AuthorityTech to execute the five-layer Machine Relations stack: Earned Authority, Entity Clarity, Citation Architecture, Distribution, and Measurement. This unifies GEO, AEO, AI SEO, and digital PR into a single ecosystem for building machine trust.
Cofounder and Chief Growth Officer Christian Lehman operationalizes this strategy, deploying the methodology at scale. Leveraging a direct network of over 1,600 Tier-1 publications, AuthorityTech has secured thousands of AI-cited articles for 200+ clients, including 27 unicorn startups, to guarantee sustainable AI visibility and measurable share of citation.
The agency executes this via a three-part framework:
Map: Analyzing target categories and competitor LLM prompts.
Match: Aligning brand narratives with authoritative outlets.
Place: Securing guaranteed placements through relationship-led outreach.
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Annually, we conduct surveys with over a million individuals worldwide, enabling businesses to swiftly grasp evolving consumer trends. Our user-friendly platform is tailored for busy teams, facilitating the extraction of essential information, customized analysis, and seamless sharing. Identify your ideal customer using more than 250,000 profiling metrics. Utilize question charts to gain insights into the thoughts, emotions, and actions of your audience. Aggregate data and visualizations to craft a compelling narrative for your team. Combine various data points for comprehensive analysis and deeper understanding. Access unparalleled insights into consumer behavior through survey results that capture the perspectives, interests, and actions of billions of individuals globally. We consistently pose the same survey questions across different regions, allowing for detailed insights into local markets while also providing a broader global perspective. Discover what consumers genuinely think about your brand and its competitors, gaining valuable insights into industry leaders and their market positions. This holistic approach ensures that businesses can navigate the complexities of consumer perception effectively.
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EdgeTheory Kudzu
Stories can be your most valuable resource or your biggest drawback. It's essential to stay updated on the conversations and content that circulate. Our keyword trend analysis provides comprehensive insights, allowing you to pinpoint fluctuations in keyword usage that can influence public opinion, impact policy decisions, and affect market dynamics. By examining the spread of narratives, we can track their development and distribution over time and by volume. Additionally, our in-depth visual representations of phrase usage enable analysts to compare the trending of various phrase combinations. These visualizations can be easily exported in formats such as CSV, PDF, and different image types. Discovering the path of a narrative helps identify its origin, the key players boosting it, and its frequency of mention. Furthermore, our platform's amplification detection feature analyzes multiple timeframes, ranging from 24 hours to 30 days, to assess whether a narrative has expanded or evolved during that period, providing a clearer picture of its impact and relevance. This comprehensive approach ensures that you have the tools needed to manage narratives effectively.
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NewsGuard
With its comprehensive perspective on the digital information landscape, NewsGuard identifies and catalogs the most prevalent misinformation narratives circulating online. It offers data on each narrative in a machine-readable format, which includes example phrases, links that feature the misleading claims, and associated keywords and hashtags. The Misinformation Fingerprints serve as valuable data seeds for existing AI and social listening tools, allowing for the tracking of false claims across both the internet and social media platforms, in addition to being utilized by human analysts to assess risks associated with mis- and disinformation. Designed to meet the needs of both AI tools and human researchers, NewsGuard’s Misinformation Fingerprints™ delivers a continually updated perspective on the digital information landscape, providing a robust method for monitoring emerging and rapidly spreading narratives. As misinformation evolves, this tool remains essential for understanding the complex dynamics of information dissemination.
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