AI Visibility
See the answers behind the numbers
Track controlled questions, inspect recorded provider answers, and decide what deserves attention on your website.
Follow the questions that matter to your audience
Build a reference set around the decisions people make before choosing a product or service like yours. Keep branded accuracy questions separate from non-branded discovery questions, and record the market and language you intend to study.
Choose from the providers and tracking options available to your account. PB records controlled provider API observations; a collection is a sample of answers under its recorded conditions, not a measure of every conversation on a consumer platform.
Open the evidence behind an appearance
See whether the recorded answer mentioned or recommended your brand. Inspect the question, provider, collection date and underlying answer before deciding what a result means.
Sources have different relationships to an answer. An explicit citation is different from a returned or searched source. A link to your own site is different from a third-party page discussing your brand. Those distinctions make the results more useful than a number alone.
Investigate competitors and information gaps
Use competitor and source evidence to identify questions worth examining. If another product appears where yours does not, inspect the context and the information available on your existing pages. The next useful step may be a clearer explanation on an existing page, further research, or no change at all.
When content work is appropriate, prepare a brief or calendar draft and review its claims before publishing through your normal process.
Compare observations over time
History helps you revisit a stable question set and identify patterns. Compare successful response counts, provider context and scope as well as percentages. Failed or missing runs do not establish that your brand was absent, and an answer change after a page update does not prove that the update caused it.
Is this the right workflow for your team?
AI Visibility fits marketers, product teams and agencies that want to inspect how their offer appears in a defined set of AI answers and turn that evidence into reviewed work.
Crawler access is a related technical question: can a crawler retrieve the page? AI Visibility examines recorded answers. Complete server HTML can remove a rendering problem while still leaving a reason to monitor how the brand is described or cited.
Availability
Providers, prompt capacity, cadence and history depend on the workspace's effective access. Check the options and limits shown in your account. Provider API observations can differ from a manual session in a consumer application.
Start with your own evidence.
Review the options available to your workspace, then choose the next useful step.