LLM Brand Measurement

Your customers are asking AI what to buy. You can't see what it says.

Valoh measures how your brand appears across every major LLM, daily. Mention rate, rank position, sentiment, competitor citations. The data layer that doesn't exist yet.

Search had Google Analytics. Social had Hootsuite. AI has nothing.

Your customers are asking AI what to buy. No one can tell you what it says back. Whether it recommends you, your competitor, or neither. We're building the measurement layer.

Five signals, every model, every day

Mention Rate

Does your brand appear at all when someone asks about your category?

Rank Position

When mentioned, where in the list? First recommendation or afterthought?

Sentiment

How is your brand described? Positive framing, neutral, or cautionary?

Competitor Citations

Which competitors appear alongside you? Who gets recommended instead?

Recommendation Strength

Is the model actively recommending you, or just listing you?