The question it helps examine
A brand may be named without being recognized accurately, or omitted from one provider answer while appearing in another. A single unqualified percentage can hide those differences.
AI brand visibility
Business Scan
See whether your business appears in sampled AI answers, with separate product-recognition and saved-source checks where the evidence supports them. Some checks may remain unknown.
How it works
HiveLuma asks configured providers the saved customer question, applies deterministic recognition rules, and preserves usable and unavailable provider outcomes. Results are a bounded snapshot, not a universal measure of AI opinion.
What you receive
- • Saved provider-by-provider answer visibility
- • Separate product-recognition and saved-source checks, which may remain unknown
- • Suggestions and follow-up analysis where supported
A practical use case
A consultancy can sample how configured providers answer a realistic buyer question, see where its business appears, and review product-recognition evidence where supported.
Ready to see how your business appears?
Run a Business Scan to compare how configured AI providers recognize, mention, or compare your business.
Run a Business Scan