AI systems don’t treat all sources equally. When you ask ChatGPT a factual question, it leans heavily on Wikipedia. When
The narrative surrounding AI search in 2025 has been dramatic: ChatGPT will replace Google, traditional search is dying, and marketers
“Google is increasingly a destination, not a conduit to other websites.” – Rand Fishkin, Founder of Moz & SparkToro For
Type “why does AI ignore my brand” into Google, and you get over 1.90 billion results. It has become the
What happens when demand stops being a keyword and starts being a scenario? A mid-market HR buyer does not type
If you spend even ten minutes scrolling LinkedIn, Reddit, or a Slack channel with marketers in it, you’ll see the
For the first time since 2015, bots have overtaken humans online. According to Imperva’s 2025 Bad Bot Report, automated systems
The rules of professional visibility have fundamentally changed. Your LinkedIn profile is competing for attention in your network’s feed and
A VP of Marketing at a mid-market SaaS company noticed something strange during discovery calls. Prospects started quoting her own
The way buyers discover B2B professionals has fundamentally changed. While you’ve been optimizing your LinkedIn profile for LinkedIn’s search algorithm,
LinkedIn content is not just competing for visibility in the feed anymore. It is also competing to be discovered and
AI engines are rewriting how discovery works. Buyers now ask ChatGPT, Perplexity, and other LLMs for recommendations, and the models