Everything about optimizing for LLMs and search visibility for AI SEO.
Let me be direct with you. AI detection is a mess. Every tool claims 99%+ accuracy. Most of those claims fall apart when you actually test them. I’ve spent months evaluating these tools – for client work, for content teams, for understanding how they impact AI-driven SEO strategies. The marketing hy
Here’s a question I keep getting from founders: “Should I be using Perplexity or ChatGPT?” And my honest answer is usually: “What are you trying to do?” Because these tools look similar – both are AI chatbots you type questions into. But they’re built for fundamentally different jobs. One is a resea
If you have been in a marketing meeting recently, someone probably threw out an acronym that made you pause. GEO. AEO. LLMO. AI SEO. Maybe they even said “traditional SEO is dead” with a straight face. Here is what is actually happening. The industry is tripping over itself to name something that ha
Here is a question I get asked constantly. “Why does ChatGPT recommend our competitor but not us?” The answer is almost never about content quality. It is about trust signals – the specific patterns AI tools use to decide which brands are safe to recommend. Understanding these signals is the differe
Here is something most SaaS founders do not realize. When someone asks ChatGPT “What is the best CRM for startups?” – the answer is not random. It is not based on who paid the most. And it is definitely not pulling from some magical database of truth. AI tools like ChatGPT, Perplexity, Claude, and G
LLMs are obsessed with fresh content. I’ve watched pages drop out of ChatGPT citations overnight because the data was from 2022. Meanwhile, a competitor’s page with 2024 data took their spot. Google cares about recency for news and trending topics. LLMs care about it for everything. Your 18-month-ol
Authority snippets are the difference between getting cited and getting skipped. I started tracking this when ChatGPT launched. Some pages got cited constantly. Most never did. The pages that won had something in common: they packaged their expertise in bite-sized, citation-ready chunks. Clear claim
I’ve tested 47 different content formats across SaaS clients over the last year. Most got ignored by LLMs. A few got cited consistently. The winners? Tables, step-by-step lists, and side-by-side comparisons. Not because LLMs have aesthetic preferences. Because these formats communicate information d
Most founders I talk to are still treating Schema markup like it’s 2019. They add a few basic types — maybe Organization, Article, FAQ — check it off the list, and move on. But here’s what changed: LLMs don’t read your website the way Google’s crawlers do. They’re looking for structure, context, and
Let’s cut to it. If you’re still optimizing content like it’s 2015, stuffing keywords and hoping Google notices, you’re invisible. Not ranking poorly. Invisible. By mid-2025, AI Overviews appeared in 13.14% of all searches (up from 6.49% in January). Google’s not showing ten blue links anymore. It’s
Google SGE (now called AI Overviews) launched in May 2024. Eighteen months later, the damage is clear. Zero-click searches jumped from 56% to 69%. Organic traffic to publishers dropped 600 million visits. Some sites lost 89% of their traffic. Chegg reported 49% declines and sued Google. This is the
AEO isn’t replacing SEO. It’s evolving it. People are asking ChatGPT and Perplexity questions they used to ask Google. Traffic patterns changed. User behavior changed. Your strategy needs to change too. The Core Difference SEO gets you ranked. AEO gets you cited. Traditional SEO optimizes entire pag
Your SEO playbook just got a rewrite. While you were busy climbing Google rankings, a new game started. Between January and May 2025, AI-referred sessions jumped 527% — and most SaaS founders haven’t noticed yet. The winners? Companies optimizing for ChatGPT, Perplexity, and Claude. The losers? Ever
Here’s what nobody’s saying out loud: E-E-A-T isn’t optional anymore. It’s the difference between getting cited by AI engines and being completely invisible. I know, I know. Another acronym. Another framework. But this one actually matters because high E-E-A-T pages are 3.5x more likely to appear in
Here’s something most SaaS founders haven’t wrapped their heads around yet: ChatGPT gets 6 billion visits per month and has 800 million weekly active users. That’s not a typo. While you’re obsessing over your Google rankings, your potential customers are asking ChatGPT for product recommendations. A
Let me cut through the noise: Google’s Search Generative Experience (now officially called AI Overviews) is the biggest change to search since featured snippets. And if you’re still optimizing like it’s 2023, you’re burning money. AI Overviews now appear in over 50% of all searches. That’s up from 2
Last month, a SaaS founder asked me why their blog traffic tanked 40% despite “doing everything right.” Their rankings were fine. Content was solid. But here’s what changed: nearly 65% of Google searches now end without a click. Users are getting their answers from ChatGPT, Google’s AI Overviews, an
A SaaS founder asked me last week: “My competitor ranks lower than me on Google, but ChatGPT recommends them. What the hell?” I pulled up ChatGPT and asked it about project management tools. His brand? Not mentioned. His competitor? Cited twice with specific use cases. Here’s the kicker: The competi
Here’s something that’ll mess with your head: only 12% of URLs cited by ChatGPT, Perplexity, and Copilot rank in Google’s top 10 search results. Let that sink in. Your competitor ranking #1 on Google? Their content might never get cited by ChatGPT. Meanwhile, your article buried on page 4 could be t
I was reviewing a SaaS client’s Google Search Console last week when I noticed something weird. Their homepage had 50,000 impressions but only 800 clicks. CTR? A depressing 1.6%. We added an FAQ section with proper schema markup to three key pages. Two weeks later? CTR jumped from 2% to 14% on their
LLMs don’t read like humans. They parse, chunk, and extract. If your content isn’t structured for how AI processes information, you’re invisible. Even ranking page one won’t help if ChatGPT can’t cite you. Think In Chunks LLMs process content in chunks: 75-225 word pieces that make sense independent