Our Latest Research
From meta-analyses across dozens of existing studies to original experiments we run ourselves, here's what's come out of the lab.
Apr 27, 2026 • 30 mins read
How Consistent Are LLM Recommendations? We Tested 4 Models Across 12,000 Runs
We asked the same three prompts to four LLMs — 12,000 times in total.What we found: rankings aren’t fixed, models behave very differently, and consistency depends on more than you’d expect.
Usman Akram
Apr 27, 2026 • 30 mins read
Optimizing for AI Search Engines: A Meta-Analysis of 19 Research Studies
A data-driven study of how AI search engines surface sources. By analyzing 19 research papers and thousands of LLM responses, this report identifies the signals that most strongly influence whether your content gets cited by AI systems.
Usman Akram
