A bring-your-own-model counterfactual audit for the faithfulness of LLM recommender reasoning — the method from "How Faithful Is the Reasoning of LLM Recommenders?" (RecSys 2026), as a reusable tool. Paper: https://doi.org/10.1145/3773078.3841294