friction AI Blog
Stay ahead in the AI era with expert insights, comprehensive guides, and the latest trends in AI Engine Optimization (AEO), LLM brand monitoring, and AI search analysis.
How to Track AI Brand Mentions Across ChatGPT, Claude & Perplexity
A 45-minute manual workflow to track brand mentions across ChatGPT, Claude, and Perplexity. Plus the 2-hour-per-week threshold where automation pays for itself.
The 15-Prompt AI Visibility Audit: Test Your Brand in ChatGPT, Claude & Perplexity
15 prompts across 3 layers. Only 30% of 40 SaaS brands cleanly passed Layer 1 in our April 2026 audit. Find where ChatGPT, Claude & Perplexity lose deals.
11 AI Visibility Failure Modes That Quietly Lose You Deals
11 ways ChatGPT and Claude quietly lose your deals: pricing hallucinations, comparison bias, outdated negatives, and 8 more failure modes with fixes.
5 Principles for Choosing AI Visibility Prompts
AI visibility audits live or die on prompt selection. These 5 principles tell you which queries to track, drawn from analysis of 25,755 AI citations.
Where to Find the Questions Your Buyers Actually Ask AI
Mine Reddit, sales calls, support tickets, and Quora to find the real questions your buyers ask AI. Free 60-minute workflow to build your audit prompt set.
40 SaaS Brands, Two GPT Models. Only 12 Passed Layer 1.
A 40-brand AI visibility cohort study across gpt-4o and gpt-5.2. Only 30% pass cleanly. The bottleneck isn't the model. It's the Knowledge Graph.
Best GEO Tools 2026: Generative Engine Optimization Compared
Compare the best GEO tools for 2026. Generative Engine Optimization platforms that go beyond AEO into broader brand presence across AI-generated outputs.
Best AI Visibility Tools Compared 2026: The Full Landscape
Compare 12+ AI visibility tools for 2026 across 4 categories: dedicated AEO platforms, SEO suites, brand monitors, and DIY approaches. Plus 5 stack recipes.
Best AEO Platforms 2026: 6 Top Tools Compared
Compare the 6 best AEO platforms for 2026, with pricing from $29 to $499/month. Tools that track your brand's visibility in AI-generated answers.
Answer Engine Optimization: Complete 2026 Guide
Answer Engine Optimization (AEO) explained for 2026. ChatGPT now has 900M weekly users. Here's how to be cited, mentioned, and recommended in AI answers.