
Pet food · Poland · July 2026
One question, three different bowls
What AI recommends to dog owners in Poland — and why every system chooses differently. 405 tests and 393 text responses.
LLM Shelf reports
LLM Shelf reports show which brands and products make AI shortlists, where they win and when the recommendation shifts to a competitor.