Best AI Video Generators for Marketers in 2026
The best AI video generators in 2026 do things that would have needed a full production crew two years ago. The tool that topped…
read this page →
The 12 best AI-native email automation tools in 2026
You went shopping for AI-native email automation tools last year. What you actually got was the same drag-and-drop builder you had in 2019, with…
read this page →
The B2B Buying Journey Starts Before Your Marketing Funnel Does
Imagine you need a new tool for your team. You remember a company you have seen on LinkedIn. A colleague suggests another. You watch…
read this page →
Original Statistics and AI Citations: Do They Help?
The link between original statistics and AI citations comes up in nearly every GEO checklist: add numbers to your content and AI engines will…
read this page →
Why More MQLs Can Still Mean Less Pipeline
The marketing report looks good. Downloads are up. Webinar registrations are up. The team has passed more leads to sales. But sales says the…
read this page →
Content Freshness and AI Citations: Does it Matter?
If you are trying to get cited by ChatGPT or Perplexity, someone has probably told you to keep your content fresh. Update your old…
read this page →
Schema Markup and AI Citations: Does It Actually Help?
If you have asked anyone how to get cited by ChatGPT or Google’s AI Overviews, someone has probably told you to add schema markup.…
read this page →
The AI Citation Telephone Game: How Statistics Get Distorted
The AI citation telephone game starts before anyone misquotes anything. In September 2026, Prefer asked four AI engines the same 80 questions about AI…
read this page →
The Shortlist Benchmark: 100 AI Answers, Four Prompt Types
The shortlist benchmark is our recurring study of what AI engines say at the point buyers decide. Not the category question that gets asked…
read this page →