AI Search Visibility and Monitoring
AI search visibility in Primenza refers to whether your brand and pages appear discoverable, mentioned, or cited in AI-mediated answers — based on plan-gated modules, simulations, and Market Intelligence provider runs where configured.
What AI search visibility means in Primenza
Primenza tracks signals relevant to generative answer systems: discovery patterns, simulations for major AI crawlers where supported, and visibility measurements from Market Intelligence when providers are configured. Results are timestamped and should be interpreted as samples, not certainties.
Mentions vs citations
A mention is when your brand or product name appears in an AI answer. A citation is when a specific URL or attributable source from your domain is referenced. Primenza records these when observed in supported measurement flows.
AI search monitoring
Monitoring combines audit scores, trend snapshots, and optional visibility runs. Availability depends on your subscription plan and configured AI providers.
Supported engines (plan-dependent)
Primenza catalogs tracked AI crawlers including GPTBot, ClaudeBot, Google-Extended, PerplexityBot, and others for policy and discovery analysis. Live provider measurement requires configured credentials and enabled modules.
Honest limitations
AI responses are probabilistic and can change without notice. Primenza does not guarantee ChatGPT visibility, Perplexity citations, or any specific AI engine behavior.
Primenza AI visibility capabilities
- AI Visibility audit module (plan-dependent)
- Market Intelligence visibility runs with stored timestamps
- Simulation tools for AI engine responses where enabled
- Measurement methodology documented publicly
References
Frequently asked questions
Can Primenza guarantee AI citations?
No. Primenza measures and reports signals; AI engines decide independently what to cite.
Why do AI visibility results change between runs?
Models, prompts, and provider responses are non-deterministic. Primenza stores run metadata so teams can compare samples over time.