ViCite
Lab

ViCite Lab

How does AI actually see today's hottest companies?

Every week we pick one well-known company — a hyped startup, an established player, sometimes a quiet underdog — and run 50 buyer-intent questions about its category through today's leading AI engines. We engineer the prompts so they touch a broad mix of buyers, contexts and geographies, then read what comes back at face value.

We publish the unfiltered share-of-voice, the questions where the brand was named, the questions where it was quietly skipped, and who got recommended instead.

Published reports

How a lab scan works

  1. We profile the company from its public web presence to anchor the category and the audience.
  2. We generate 50 distinct buyer-intent questions designed to cover the broadest possible mix of buyers, contexts and geographies. Most of how we pick them is our secret sauce.
  3. Each question is routed to one of today's leading AI engines so every answer reflects a real recommendation, not an average of many.
  4. We extract the named brands from every answer and roll them up into a single share-of-voice picture you can read in 60 seconds.

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