Research

4 articles

Research
When AI Describes Your Brand, It Cites Your Competitors
We analyzed almost 100,000 AI citations across five platforms. Of the outside sources AI cites about a brand, around 40 percent are its competitors.
Ali KhalladJun 296 min read
Research
We Analyzed 127,198 AI Citations. The Five Engines Barely Read the Same Web.
An experiment across about 16,400 AI answers and 127,198 source citations from ChatGPT, Claude, Gemini, Perplexity, and Google AI Mode. The five engines agree on just 2.7% of sources, and Gemini cites three times more than ChatGPT.
Ali KhalladJun 275 min read
Research
Google Search Is Becoming an AI Agent
Google Search is moving from links to answers, agents, and generated interfaces. That changes what web visibility means.
Ali KhalladMay 208 min read
Research
What nginx logs prove about AI traffic vs referral traffic
I ran an nginx probe against ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Meta AI, and Manus to see what each assistant actually sends when it fetches your page. Real user-agents, real Accept headers, real vendor blind spots.
Ali KhalladApr 198 min read