Recommendation share
Understand how often the business is included across the agreed set of questions and platforms, and whether it leads or appears later in the answer.
AI Visibility Tracking
Know where your brand appears.
Track recommendations, citations, and accuracy across the questions that matter to your business. Keep the answer and its context together, so changes are easier to understand.
Answer record
Which providers should I consider for my growing business?
Keep the context with the answer.
Recommendation
Is the brand included, and how is it presented?
Citations
Which owned pages and independent sources appear?
Accuracy
Are the business details and capabilities correct?
What we track
A useful record of visibility.
A single mention tells only part of the story. Read the signals together.
Cited sources
See which pages, reviews, and independent references are linked. Identify sources that recur and information that deserves closer attention.
Answer accuracy
Check how the business, services, locations, and capabilities are described. Record missing, outdated, or conflicting information.
Competitive context
Compare the alternatives that appear for the same questions. Look for movement across themes rather than drawing conclusions from one response.
A connected program
Make measurement useful to the next decision.
Agree on what to monitor, keep the scope consistent, and connect observations with practical work.
First Brand · The process
01 / 04
Set the question set
Choose relevant topics, markets, competitors, and platforms. Group questions by customer intent so coverage has a clear purpose.
From observation to action
Understand the change behind the number.
The answer record gives a movement in visibility a practical context.
Follow the sources
A different citation, an outdated page, or a new comparison can provide a useful lead. Review the underlying material before deciding what to change.
Keep comparisons meaningful
Results can vary by question, platform, location, and time. A defined scope and a consistent method make patterns easier to distinguish from isolated responses.
Start with a clearer baseline.
Choose the questions and signals that will make visibility useful to your team.