Compare LLMs
See how different AI engines answer the same question about your brand.
Side-by-side comparison
The Compare LLMs view lets you pick any prompt and read how each of the 6 engines answered it. Brand mentions are highlighted green, competitor mentions in red, and inline citations are clickable.
What to look for
- Coverage gaps - which engines mention you and which don't? If ChatGPT recommends you but Claude doesn't, that's a signal.
- Position - are you mentioned first, in the middle, or as an afterthought?
- Framing - is the engine describing you accurately? Are there outdated claims?
- Citation sources - which pages are engines citing as evidence? Are they citing your site or someone else's?
Diff between runs
Compare the latest response with a previous run to see exactly what changed - added sentences, dropped sentences, rephrased sections. This is how you track whether your content improvements are actually changing what AI engines say.