Start with buyer questions
Citestra drafts category, comparison, problem, and use case prompts from your public pages. Your team reviews which questions are relevant before a scan.
AI VISIBILITY MONITORING
See when AI answers mention your brand, and when they leave you out.
Measure brand mentions and recommendations across approved buyer questions in OpenAI, Gemini, Perplexity, and Claude API responses. Follow every trend back to the answers behind it.
Provider API observations. No placement guarantees. CITESTRA / EVIDENCE WORKSPACE
APPROVED BUYER QUESTIONWhich solution should a buyer consider?
01 / OBSERVEProvider answersPrompt · model · locale · time
02 / INSPECTSources & mentionsNative citations · competitors
EVIDENCE RECORD
What was observed → what your site says → what to check next
Every conclusion stays connected to its source.
THE QUESTION
Are buyers finding you in AI answers?
A traditional rank report cannot show whether an AI answer names your brand, recommends a competitor, or cites your site. Citestra runs approved prompts repeatedly, records eligible responses and shows the sample size behind each rate. You can inspect the actual observations instead of treating one answer as a market trend.
WHAT YOU CAN DO
From an answer to a decision.
One connected workflow gives your team the context to move from observation to a useful next step.
Compare providers with context
See mention and recommendation rates by provider and model, with successful observations, failures, and skipped work visible.
Spot the competitive gap
Review which competing brands appear in the same responses and which prompt groups expose an opportunity.
Track a comparable baseline
Repeat an approved prompt set over time. Citestra flags changes in prompts, models, and methodology that limit comparison.
THE WORKFLOW
Make progress you can explain.
Start with public evidence, then give every change a clear reason and a fair follow-up.
Read the measurement methodologyAdd your domain
Crawl a bounded sample of public pages to establish what your site currently says.
Approve prompts
Choose buyer questions that reflect the category and decisions you care about.
Inspect the evidence
Open responses, provider details, rates, and competitive appearances.
Measure again
Review comparable cohorts after your team changes a page or message.
COMMON QUESTIONS
Clear answers, useful boundaries.
What does AI visibility mean here?
It is the observed presence of your brand in responses to your approved prompts, measured through configured provider APIs. It is not a claim about every consumer chat or search session.
Is a single AI answer enough to make a decision?
No. Answers can vary across providers and repeated runs. Citestra shows counts and sample sizes so you can assess the strength of a pattern.
Can I see why a rate changed?
You can inspect the underlying responses and methodology identity. A change in rate does not prove that a particular edit caused it.
START WITH YOUR OWN SITE
Start a free audit Find the next clear step for your AI visibility.
Run a bounded audit of public pages and review the evidence before you make a change.