Why You Need AI Search Analytics
Traditional SEO analytics — Google Search Console, Google Analytics, Ahrefs — track your visibility in traditional search. They do not track whether ChatGPT is recommending your competitor, whether Perplexity is citing your content, or whether you appear in Google AI Overviews. AI search analytics platforms fill this gap by monitoring your brand's presence across AI-generated answers.
As AI search grows (ChatGPT processes over 1 billion queries per week, Perplexity is growing 50% MoM), the visibility gap between what traditional analytics show and what is actually happening in search is widening. Businesses without AI search analytics are flying blind on what may become their most important acquisition channel.
Key Metrics to Track in AI Search
- •AI Citation Rate: How often your brand or content is cited in AI-generated answers across platforms
- •Brand Mention Frequency: How often AI systems mention your brand in relevant queries — even without a direct citation link
- •AI Overview Appearances: Whether your content is selected for Google AI Overviews and for which queries
- •Sentiment Analysis: Whether AI systems describe your brand positively, neutrally, or negatively
- •Competitor Benchmarking: How your AI visibility compares to competitors for the same queries
- •AI Referral Traffic: Traffic coming from AI platforms (perplexity.ai, chatgpt.com, bing.com/chat) to your website
- •Query Coverage: Which queries trigger AI citations of your brand and which do not
Top AI Search Analytics Platforms (2026)
1. Otterly.ai
Otterly is one of the most established AI visibility monitoring platforms. It tracks your brand's citation frequency across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Key features include automated query testing, competitive benchmarking, sentiment tracking, and historical trend data. Pricing starts at approximately $150/month for small businesses.
2. Profound
Profound focuses on LLM visibility with a strong emphasis on competitive analysis. It runs regular prompt tests across multiple AI platforms and provides detailed reports on where you appear, where competitors appear, and where opportunities exist. Particularly strong for agencies managing multiple client accounts. Enterprise pricing.
3. Peec AI
Peec AI offers AI search monitoring with a focus on actionable recommendations. Beyond tracking citations, it provides specific content suggestions for improving AI visibility. Good for teams that want monitoring paired with optimization guidance. Mid-market pricing.
4. Nightwatch (AI Module)
Nightwatch has added an AI search module to its established rank tracking platform. For teams already using Nightwatch for traditional SEO, this provides a unified dashboard for both organic and AI visibility. The AI module tracks AI Overview appearances and Perplexity citations. The AI features are included in Pro and above plans.
5. Search Atlas (LLM Visibility)
Search Atlas includes an LLM visibility module within its broader SEO platform. It tracks brand visibility across major AI platforms, runs prompt simulations, and provides sentiment analysis. Best suited for teams that want AI monitoring integrated into their existing SEO workflow. Available on Professional plans and above.
Feature Comparison
| Feature | Otterly | Profound | Peec AI | Nightwatch | Search Atlas |
|---|---|---|---|---|---|
| ChatGPT tracking | Yes | Yes | Yes | Limited | Yes |
| Perplexity tracking | Yes | Yes | Yes | Yes | Yes |
| AI Overview tracking | Yes | Yes | Partial | Yes | Yes |
| Gemini tracking | Yes | Yes | Partial | No | Yes |
| Competitor benchmarking | Yes | Strong | Yes | Basic | Yes |
| Sentiment analysis | Yes | Yes | Yes | No | Yes |
| Actionable recommendations | Basic | Moderate | Strong | No | Moderate |
| Agency/multi-client | Yes | Yes | Limited | Yes | Yes |
| Pricing | From $150/mo | Enterprise | Mid-market | From $99/mo | From $99/mo |
How to Choose the Right Platform
- •Small business / single brand: Otterly or Peec AI offer the best balance of features and pricing for individual businesses
- •Agency managing multiple clients: Profound or Search Atlas provide multi-client dashboards and competitive benchmarking at scale
- •Already using a traditional SEO platform: Check if your current tool (Nightwatch, Search Atlas, Semrush) has added AI monitoring — consolidating tools reduces friction
- •Need actionable next steps, not just data: Peec AI's recommendation engine provides specific optimization suggestions alongside monitoring
- •Enterprise with custom needs: Profound offers the deepest competitive analysis and custom reporting
The AI search analytics space is evolving rapidly. New platforms are launching monthly, and established SEO tools are adding AI modules. The most important thing is to start tracking — even basic manual prompt testing is better than having no AI visibility data at all. For more on the tools landscape, see our roundups of LLM visibility tools and AI SEO tools.
Want AI visibility monitoring and optimization as a managed service? 10X Search tracks your AI citations, benchmarks competitors, and implements GEO strategies — so you get results, not dashboards.
Get a Free AI Visibility Audit