← jwatte.com

Model Preference Drift Detector

Each new LLM release re-shuffles citation preferences. A page that ChatGPT cited 12 times in March may be cited zero times by GPT-5 in October. The model changed; the page didn't. Tracking drift over time tells you whether you need to react and how.

Context and background

Read the story behind this tool: When the new model release de-cites you →

Input