Documentary research
AI visibility and GEO audit guides
Five guides to check brand presence, understand an audit, verify covered engines, size a budget and use results. Each guide leads to a sourced table. Reading order: measure, understand the audit, check engines, budget, act on results.
How can you tell whether your brand appears in AI answers?
Ask useful questions without naming the brand, then check mentions, cited sources and raw answers. Separate spontaneous presence from questions that already supply the brand name.
What should an AI visibility audit contain?
A useful audit supplies questions, dated answers, sources, limitations and decisions tied to observations. A score alone cannot justify an action plan.
Which engines and data are covered?
Check the exact model, queried surface, search mode, language and market. An API configuration and a public consumer interface do not necessarily produce the same answer.
What budget for brand monitoring?
Budget active prompts, models, projects and frequency. Use Peec AI’s published Brands quotas, a Profound Enterprise quote or AI Labs Audit’s configuration estimator.
How should you use results and exports?
Use answers and sources to build a traceable action plan, then repeat a comparable collection. Choose reporting formats before subscribing: client sharing, spreadsheet analysis or API integration.
AI Labs Audit, Peec AI, Profound and Meteoria: GEO tools compared