ChatGPT traffic analysis: Insights from 17 months of clickstream data
Discover how ChatGPT is reshaping search habits and web traffic patterns. Analysis of clickstream records reveals changing user behaviors and referral trends in AI-driven search.
Original Research & Studies
Stay on top of the SEO industry with original research and studies. Here are the latest data-backed resources.
We Analyzed 89K LinkedIn URLs Cited in AI Search: Here's What Drives Visibility
What makes LinkedIn content appear in AI answers? Our analysis of 89K cited URLs reveals what AI models trust—and how brands can win visibility.
We Analyzed 8,000 Content Marketing Job Listings: The Shift from Writing to Ownership
We analyzed 8,000 US content marketing job listings to show how roles shift from writing to owning SEO, AI discovery, storytelling, and impact.
SERPs with Ads + AI Overviews Grew by Over 394% in 2025
SERPs keep changing to incorporate both ads and AI Overviews. Read what it means for you.
Black Friday 2021: Key Trends, Shifts, and New Lessons for Marketers
We analyzed the most prominent ecommerce websites, most popular Black Friday products, and most popular searches globally, and took a closer look at top Amazon products to uncover the latest trends and shifts in consumer online behavior which may affect Black Friday 2021 deals.
SEO Split-Testing Case Study: Persuasive Copy Wins Again
We added “Guaranteed Lowest Prices“ to the end of the page title. Check out the result of this SEO split test.
The Hooks of Viral TikToks
This study digs into the first few seconds of hundreds of viral TikTok videos, seeking to find what it is that grabs and holds our attention to keep us watching.
Case Study: Should You Add Pipes or Dashes to Your Title Tag?
We changed “|“ to “-“ “Buy” to the title of product pages on an ecommerce site. Check out the result of this SEO split test.
What Kind of Content Appears in Google Discover [Case Study]
What content dominated the Google Discover feed? Dive into Discover‘s content preferences in this unique case study!
Do Reviews Impact Local SEO Rankings? New Study
Do ratings and reviews really impact your local SEO? To find the answer we studied 5k+ business-oriented keywords, and analyzed the Local Pack results in Google Maps and the Local Pack on Desktop and Mobile.