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YouTube in AI Citations: More Common Than You Think
When brands think about generative engine optimization, they think about blog posts, Wikipedia entries, and press coverage. Almost nobody thinks about YouTube. This is a significant blind spot. Bright...
Google AI Mode vs AI Overviews: What's Actually Different?
Google has released two AI-powered search features in the past two years, and most marketers treat them as the same thing. They're not. AI Mode and AI Overviews have different architectures, draw from...
Brand vs Brand in AI Search: Who Wins in Your Category?
Every category has a winner in AI search, and it might not be who you think. When someone opens ChatGPT and asks "what's the best project management tool for a growing startup?" or "which CRM should I...
The Most Cited Domains in AI Search: A Data Study
Not all websites are equal in the eyes of AI. When ChatGPT, Gemini, or Perplexity constructs an answer, it draws from a relatively small pool of trusted sources, and the same domain names appear again...
Citation Rate Benchmarks: Which Brands Get Cited Most by AI
Not all brands are equal in the eyes of AI. Two competitors in the same category, selling to the same buyers, can have citation rates that differ by a factor of 30 or more. One brand shows up repeated...
Does ChatGPT Recommend Your App When People Ask for the Best Tool in Your Category?
You open ChatGPT and type: "What's the best tool for [your category]?" Your product doesn't appear. Not even close to the top. You've been building for two years, you have real customers, and yet the ...
GEO for Enterprise Brands: A Roadmap for Large Marketing Teams
Enterprise marketing teams face GEO with a different set of constraints than smaller organizations. They have larger budgets and more resources, but also more bureaucracy. They have established brand ...
The Best AI Visibility Software for Marketing Agencies
Marketing agencies have a fundamentally different relationship with AI visibility tools than in-house teams do. They manage multiple client accounts simultaneously. They need to deliver branded report...
How to Refresh Old Content for the Age of AI Search
Most content libraries have a few hundred posts that nobody touches. They were published two or three years ago, ranked decently for a while, and have since faded into the background. The traffic is m...
The Best GEO Software for SaaS Marketing Teams
SaaS marketing teams have a specific set of needs that don't always map cleanly onto generic GEO tools. They live in a world of comparison queries ("X vs Y"), evaluation prompts ("best CRM for small t...
Which AI Queries Is Your Brand Winning vs Losing?
You typed a question into ChatGPT. Maybe something like "which AI search queries is my brand winning?" And the chatbot gave you a vague, generic answer that didn't tell you anything useful about your ...
How to Use Expert Quotes to Get Cited by AI Models
One of the underappreciated patterns in AI citation behavior is how heavily AI engines reach for content with named expert quotes inside it. Not paraphrased opinions. Not anonymous "industry experts s...
Profound Alternatives: 7 AI Visibility Tools Worth Trying
Profound is one of the most established enterprise-focused AI visibility platforms. It tracks visibility across 10+ AI engines, analyzes a proprietary dataset of 400M+ real prompts, and offers serious...
The Best Otterly Alternatives for AI Visibility Tracking
Otterly.AI is one of the most popular budget entry points for AI visibility tracking. Its $29/month Lite plan and accessible interface have made it a starting point for thousands of teams testing the ...
The Best Peec.ai Alternatives in 2026
Peec AI is one of the better-known European entrants in the AI visibility tracking space. It is clean, easy to onboard, and reasonably priced for small teams. But it is also a monitoring-only tool, an...
Do AI Brand Monitoring Tools Actually Work or Are They Gimmicks?
You sat through a demo. The vendor showed you a dashboard with colorful charts, a "brand mention score," and a timeline of when your company name appeared in AI responses. It looked impressive. Then y...