▲ 6 r/bigseo
How are you standardizing your tests for LLM citations?
I'm trying to build a reliable way to see which of our domains are reliably being parsed and cited by different models. Running manual prompts is fine for a quick check, but the outputs change and I have no systematic way to log what the model retrieved versus what it ignored.
I need a repeatable protocol. If you are trying to map how your content is attributed across different engines, what does your testing setup look like? I want actionable data not just spreadsheet full of random observations.
u/floatdaddycrush — 5 days ago