Original research on how AI engines pick which brands to surface — and the methodology we use to engineer that outcome for our clients.
AI bot crawl tracking means verifying, through server logs or CDN data, whether bots like GPTBot, ClaudeBot, PerplexityBot, and Google Extended actually…
BlogAI crawlers play an important role in helping AI platforms discover and process web content. However, simply publishing content doesn’t guarantee these…
BlogLocal search no longer runs through one channel. It runs through three. A local query today can surface a Map Pack, an…
BlogMany websites publish accurate content, but not all become trusted sources for AI. Good writing alone isn’t enough. AI also looks for…
BlogThe B2B buyer journey has changed. Instead of relying only on Google searches, review sites, vendor websites, and sales conversations, buyers are…
BlogAsk an AI tool what your brand does, and you might not recognize the answer not because it’s hallucinating, but because it’s…
A short, weekly dispatch from the practice. New research, methodology updates, and the occasional rant about how AI systems pick winners. No fluff.
GA4 for SEO confusion starts before anyone opens a report. It starts with a config step someone skipped during setup. Get that…
BlogInformation can reach thousands of people within minutes, but accuracy does not always spread at the same speed. A statistic without a…
BlogSEO is not dead. Zero-click search changed the payout, not the mechanism. Google still ranks pages, and AI Overviews still pull their…