Prompt monitoring
See every question AI gets asked about your niche
Monitor the exact prompts run in your topic clusters. For each one, see if your brand was mentioned, which competitors were cited, and what the AI actually said.
You cannot optimize for AI search without knowing which questions are being asked and who gets the mention. Mentova logs every prompt it runs, shows you the raw AI response, and flags whether your brand appears — giving you the granular data to improve where it matters most.
Full prompt log
Every prompt Mentova runs is logged with its full AI response — searchable, filterable, and sortable by mention status.
Mention flag per response
Each prompt is tagged: mentioned, not mentioned, or competitor only — so you can instantly zero in on the gaps.
Filter by model or topic
Drill into a specific AI model or topic cluster to find patterns — which questions always cite you, which never do.
FAQ
Where do the prompts come from?
You define topic clusters when setting up your brand. Mentova generates realistic user questions for each topic and runs them across the AI models you selected.
Can I add my own prompts?
Yes — you can add custom prompts to any topic cluster alongside the auto-generated ones.
Can I see the raw AI response?
Yes — every logged prompt includes the full AI response text so you can read exactly what was said about your brand.