An LLM prompt tracker runs your priority prompts against AI models on a schedule and records how the answers evolve - whether you are mentioned, how you compare to competitors, and which sources get cited. Because AI answers shift constantly, one-off checks are not enough; you need ongoing tracking to know if your visibility is improving or slipping.
Here are the best LLM prompt tracker tools in 2026, with what each does well.
Quick comparison
| Tool | Best for | Prompt-level tracking | Starting price |
|---|---|---|---|
| Avrae | Focused, affordable prompt monitoring | Yes | Affordable / free audit |
| Profound | Enterprise prompt analytics | Yes | ~$499/mo |
| Peec AI | Multi-language prompt dashboards | Yes | ~€89/mo |
| Otterly.AI | AI search prompt + link tracking | Yes | ~$29/mo |
| Mentions.so | Agency prompt monitoring | Yes | ~$49/mo |
| Writesonic | Tracking + content workflow | Yes | ~$249/mo |
| AthenaHQ | Recommendation-focused tracking | Yes | ~$295/mo |
What to look for in a prompt tracker
- Multi-model coverage - the same prompt answered across ChatGPT, Perplexity, Gemini, Claude, and Grok.
- Historical trends - not just today's answer, but the trajectory over weeks.
- Competitor share of voice - who else gets named in your prompts.
- Citation visibility - which URLs the model used.
- Sentiment - positive, neutral, or negative framing of your brand.
- Alerts - notification when a key prompt changes.
The tools
1. Avrae - best for focused, affordable prompt monitoring
Avrae is built around exactly this job. You define the prompts that matter - "best [category] tool", "[brand] vs [competitor]", "how do I [problem]" - and Avrae tracks them across ChatGPT, Perplexity, Gemini, Claude, Grok, and Google AI Mode.
- Prompt intelligence tracks each prompt's answer over time.
- Citation analytics reveals the sources behind the answers.
- Competitor analysis shows your share of voice per prompt.
- Start free with the AI SEO audit.
Honest take: Avrae is newer and intentionally focused on visibility and prompt tracking rather than a sprawling enterprise suite. For teams that want clear prompt monitoring without complexity, that focus is the point.
2. Profound - enterprise prompt analytics
Deep analytics and a conversation explorer for large teams, at enterprise pricing. See Profound alternatives.
3. Peec AI - multi-language prompt dashboards
Clean prompt-level dashboards with strong language coverage; watch per-model add-on costs. See Peec AI alternatives.
4. Otterly.AI - AI search prompt and link tracking
Affordable entry point focused on AI search surfaces and citation links.
5. Mentions.so - agency prompt monitoring
Unlimited seats and white-label reports make it a fit for agencies tracking many clients' prompts.
6. Writesonic - tracking inside a content workflow
Combines prompt tracking with content creation so you can act on gaps immediately.
7. AthenaHQ - recommendation-focused tracking
Leans toward recommendations and analytics; higher price point. See AthenaHQ alternatives.
How to start tracking prompts
- List 10-25 prompts your buyers actually ask.
- Run a baseline with the AI SEO audit.
- Track them over time and watch share of voice and citations.
- Earn coverage on the sources AI cites - see how to get mentioned in AI.
Start prompt tracking with Avrae or book a demo.
Related: Best AI visibility platforms and the complete GEO guide.