Helping brands get found, cited and recommended by AI search

Google AI Overviews vs Perplexity: What Businesses Need to Know

Google AI Overviews vs Perplexity: What Businesses Need to Know

If you’re taking AI search visibility seriously, you’ll hit a question fast: optimize for Google’s AI Overviews, Perplexity, or ChatGPT? Same thing with different logos, or genuinely different systems? Genuinely different. They retrieve differently, cite differently, reach different users at different moments, and reward somewhat different content properties. Treating them as one thing is a … Read more

How Perplexity Chooses Sources (And What It Means for Your Content)

How Perplexity Chooses Sources (And What It Means for Your Content)

Perplexity is the most transparent of the major AI answer engines: every answer comes with numbered, linked sources showing exactly which pages informed the response. That transparency is a gift for anyone studying AI search visibility. It lets us observe source selection directly instead of guessing. This article breaks down what we know about how … Read more

Building an AI-First Research System

Building an AI-First Research System

Stop Switching Tools. Start Designing Your Own Workflow. For years, research meant one thing. Open Google.Open ten tabs.Skim.Copy.Paste.Forget where half the ideas came from. That workflow shaped how we think. Linear. Fragmented. Reactive. Now AI tools have arrived, and most people behave the same way. They just replaced Google with ChatGPT: open a chatbot, ask … Read more

How AI Search Engines Decide What to Cite

How AI Search Engines Decide What to Cite

A Deep Look at Retrieval, Trust Signals, and Why Visibility Still Starts at the Top If you ask ChatGPT a question today, you get an answer.If you ask Google, you might get an AI Overview.If you ask Perplexity, you get citations stacked neatly under each paragraph. But here’s the question most people never stop to … Read more