Original research on how AI engines pick which brands to surface — and the methodology we use to engineer that outcome for our clients.
AI search is changing how people discover information. Platforms like ChatGPT, Gemini, Perplexity, and Copilot generate answers by finding and understanding content…
BlogGuest posting has long been viewed as one of the most reliable ways to build backlinks and improve search rankings. But as…
BlogAI visibility is not just about how often a brand appears in AI-generated answers. The difference between being mentioned and being cited…
BlogGA4 and Google Search Console will never show identical numbers, and they were never meant to. GSC counts clicks and impressions from…
BlogRanked “Best X” pages are the highest-return content format in 2026, because they win the queries AI cannot finish. Head-to-head comparisons support…
BlogThe two-track model is the framework behind who gets cited in AI search results today. AI-powered platforms like ChatGPT and Perplexity don’t…
A short, weekly dispatch from the practice. New research, methodology updates, and the occasional rant about how AI systems pick winners. No fluff.
AI can help produce a first draft in minutes, but many AI-written articles still feel easy to recognize. The writing may be…
BlogOwned citations vs. Earned citations is about understanding how AI answer engines evaluate trust. Owned citations help AI interpret your content and…
BlogAs more people use ChatGPT to find answers, getting your content cited has become an important part of AI search visibility. Instead…