What is Mentova?
Mentova is an AI visibility tracker. It measures how often your brand appears in the responses generated by large language models such as ChatGPT, Claude, Gemini, and Perplexity - across more than 50 models in total.
As search behavior shifts toward conversational AI, the traditional question of "where do I rank on Google?" is joined by a new one: "does ChatGPT recommend me?" Mentova answers that second question with data.
Who is Mentova for?
Mentova is useful for:
- Brand and marketing teams who want to know whether their product appears when customers ask AI assistants for recommendations.
- SEO and content strategists who are adapting their work to generative engine optimization (GEO).
- Agencies managing visibility for multiple clients across different markets.
- Product teams who want to track competitor mentions in AI responses and find content gaps.
The big picture
The core loop in Mentova is:
- Brand - you register a brand (your company, product, or any entity you want to track).
- Topics - you define the questions or search themes where you want your brand to appear (e.g. "best CRM for small teams", "how to automate marketing").
- Prompts - Mentova generates realistic prompts from each topic, simulating the queries real users send to AI models.
- Campaign - you launch a campaign, which sends every prompt to every selected AI model and collects the raw responses.
- Visibility metrics - from those responses, Mentova extracts brand mentions, computes your share of voice, identifies competitors, and surfaces opportunities.
What you will learn in this documentation
- How to set up your first brand and run your first campaign (see Quickstart).
- How the recurring analysis loop works (see Core workflow).
- How credits and plan limits work (see Plans & credits).
- Deep-dive guides for each dashboard section - competitors, opportunities, sources, alerts, and more.
Key terms
| Term | Meaning |
|---|---|
| Share of voice (SoV) | The percentage of AI responses that mention your brand, out of all responses collected. |
| Mention rate | The fraction of prompts where your brand appeared at least once. |
| Slot | A cost unit. Premium models cost 3 slots per prompt run; standard models cost 1 slot. |
| Credit | The unit of quota consumed by campaigns. One prompt run on one model = slot cost in credits. |
Ready to get started? Head to Quickstart.