OpenAI API
2 / 3
samples with the brand role
mentioned · cited 1 / 3
AI visibility audit
Audit how AI systems see and recommend your brand.
Run a bounded free snapshot, then inspect mentions, owned citations, observed competitors, source domains and technical evidence without treating one generated answer as a trend.
Method
A useful audit separates observations from conclusions.
BrandPresence labels the provider API, prompt version, measurement surface, samples and errors behind each result. It shows what appeared; it does not claim access to a provider’s private ranking logic.
- 01
Mentions
Count the successful retained samples in which the brand appears. A missing mention is not automatically a diagnosis.
- 02
Owned citations
Check whether a provider-returned source points to the measured site. Citation and mention are reported separately.
- 03
Observed competitors
See which catalog-backed entities recur around the same buyer questions, without guessing an official domain.
- 04
Source domains
Inspect the sources returned with each answer and distinguish recurring evidence from a one-off sample.
- 05
Technical evidence
Connect answer gaps to concrete crawl findings and affected URLs before deciding what deserves investigation.
- 06
Repeated samples
Compare repeated API observations so disagreement and partial provider coverage remain visible.
Answer ledger / observed outcomesIllustrative workspace view · API surface
Buyer question
Which AI visibility tools should a SaaS marketing team shortlist?
Observed answer roles and source coverage stay attached to each provider and repeated sample.
Perplexity API
3 / 3
samples with the brand role
recommended · cited 2 / 3
Google Gemini API
1 / 3
samples with the brand role
mentioned · cited 0 / 3
Observed answer entities
- Semrush3 / 3 samples
- Ahrefs1 / 3 samples
- OtterlyAI1 / 3 samples
Recurring sources
- g2.com2 / 3 provider observations
- searchengineland.com1 / 3 provider observations
Raw answer evidence remains available for inspection; no automatic website change is implied.
Observed recommendation roles are grounded in repeated API answer evidence.
Expand raw answerInspectable output
The free snapshot keeps the headline result visible.
Eligible domains receive three inferred buyer questions and up to nine provider-API samples. Create the workspace to inspect full retained answers and continue monitoring; no plan or card is required for the snapshot.
Continue the investigation
Follow the evidence into the next decision.
LLM visibility monitoring
Understand the measurement surface and why repeated observations matter.
Open pageCompare AI visibility tools
Choose by evidence depth, provider coverage, workflow and fit.
Open pageFor B2B companies
Model the shortlist questions that appear before a sales conversation.
Open page