Who uses it
Marketing teams need evidence they can take into a business review. Business owners need a clear answer without a research department. Both can use the same checks to understand what AI assistants may say before a buyer reaches the website.
Marketing teams
Use the findings beside pipeline, brand tracking, and customer research. The audits show whether AI models understand your offer, where important buyer reactions differ, and whether a proposed category position may be less open than it looks.
Bring a finding to a quarterly or product review as a clearly stated risk to investigate, not as a campaign idea or a promise of future revenue.
Business owners
You do not need a large analytics stack to start. You need to know whether an AI assistant understands what you sell, which alternatives it mentions, and whether your wording creates doubts for the buyer you want.
Create an account, paste the website wording you already have, and read the result in plain language.
The product uses the same questions and evidence for every company. The explanation stays calm and concrete, and it never claims that we can force an AI assistant to recommend you.