We test how AI platforms read, rank and recommend — then publish exactly what moved the needle and what didn't. Real prompts, real data, no vibes.
Every experiment follows the same loop, so the findings are repeatable — and so you can run them yourself.
We start with a specific, testable claim about how AI reads or ranks — not a vague theme.
We isolate one variable and run identical prompts across every major AI platform.
We score visibility, citations and share of voice with the same rubric every time, so results compare.
Win or lose, we write it up — method, data and what we’d do next. You can replicate it.