Your brand is being discussed by AI models right now—but do you know what they're saying? As ChatGPT, Claude, and Perplexity become primary research tools for millions of professionals, tracking how LLMs mention and recommend your brand has become essential for marketers and founders. The challenge: most enterprise solutions lock you into annual contracts before you can evaluate whether they're the right fit.
This guide covers the top LLM tracking platforms that offer genuine free trials, letting you test brand monitoring, sentiment analysis, and prompt tracking capabilities before committing. We've prioritized tools with meaningful trial periods and evaluated each on tracking accuracy, model coverage, and actionable insights.
1. Sight AI
Best for: Teams wanting AI visibility tracking plus automated content generation in one platform
Sight AI is an all-in-one platform that tracks how major AI models mention your brand while simultaneously helping you create content that gets recommended by those same models.
Where This Tool Shines
Sight AI stands out by combining three critical functions most teams handle separately: tracking AI visibility, generating optimized content, and accelerating indexing. You're not just monitoring what ChatGPT or Claude say about your brand—you're actively creating content designed to improve those mentions.
The daily tracking across ChatGPT, Claude, and Perplexity gives you consistent visibility into how your brand appears in AI-generated responses. The platform's prompt tracking feature reveals exactly which user queries trigger mentions of your brand, helping you understand the context in which you're being recommended.
Key Features
Daily AI Model Tracking: Monitors brand mentions across ChatGPT, Claude, and Perplexity with consistent daily updates.
Sentiment Analysis: Evaluates whether AI models discuss your brand positively, negatively, or neutrally in their responses.
Prompt Tracking: Shows which specific user queries trigger mentions of your brand, revealing content opportunities.
AI Content Generation: Creates SEO and GEO optimized long-form articles using 13+ AI agents with autopilot publishing capabilities.
Automated Website Indexing: Submits content via IndexNow for faster discovery by search engines and AI crawlers.
Best For
Marketing teams and founders who want to track AI visibility while simultaneously producing content that improves their positioning. Particularly valuable if you're running a content marketing program alongside brand monitoring—you can identify gaps and fill them without switching platforms.
Pricing
Free trial available to test all three core products. Paid plans start at $49/month, making it accessible for small teams and startups.
2. Brandwatch AI Monitor
Best for: Enterprise teams needing multi-channel monitoring that includes LLM tracking alongside social media
Brandwatch AI Monitor is an established social listening platform that has expanded into LLM monitoring, bringing enterprise-grade analytics to AI brand tracking.
Where This Tool Shines
If you're already monitoring social media, news, and review sites, Brandwatch lets you add AI platform tracking to your existing workflow. The unified dashboard means you're not jumping between tools to understand your complete brand presence.
The historical data capabilities are particularly strong—you can track sentiment trends over months, not just see today's snapshot. For brands with established monitoring programs, this continuity matters when reporting to stakeholders.
Key Features
Multi-Channel Monitoring: Tracks brand mentions across AI platforms, social media, news sites, and forums from a single interface.
Advanced Sentiment Analysis: Provides nuanced sentiment scoring with historical trending and comparative analysis.
Custom Dashboard Creation: Build role-specific views for different team members or reporting needs.
Enterprise Integrations: Connects with Salesforce, HubSpot, and other marketing platforms for workflow automation.
Team Collaboration Tools: Share insights, assign tasks, and manage alerts across marketing and PR teams.
Best For
Large marketing teams and agencies already using social listening tools who want to expand into AI monitoring without adding another disconnected platform. The enterprise integrations make it suitable for organizations with established martech stacks.
Pricing
14-day free trial with full feature access. Custom enterprise pricing based on monitoring volume and team size—expect higher costs than specialized LLM-only tools.
3. Originality.AI Brand Tracker
Best for: Content teams wanting AI detection capabilities alongside brand monitoring
Originality.AI Brand Tracker started as an AI content detection tool and added brand monitoring features, creating a unique combination for content-focused teams.
Where This Tool Shines
The dual functionality appeals to content teams who need to verify their own content's authenticity while monitoring how AI models discuss their brand. You're getting two tools in one, which simplifies billing and reduces platform switching.
The pay-as-you-go credit system provides flexibility for teams with variable monitoring needs. You're not locked into a monthly minimum if you only need occasional checks.
Key Features
AI Content Detection: Scans content to identify AI-generated text alongside brand tracking capabilities.
Readability Analysis: Evaluates content quality with readability scores and improvement suggestions.
Plagiarism Scanning: Checks content originality across web sources to protect brand reputation.
Team Collaboration: Share reports and manage multiple team members with role-based permissions.
Credit-Based Pricing: Pay only for scans you use rather than committing to monthly minimums.
Best For
Content marketing teams and agencies managing client content who need both quality assurance and brand monitoring. The combined toolset eliminates the need for separate AI detection and brand tracking subscriptions.
Pricing
Free trial with limited credits to test both detection and monitoring features. Paid plans start at $14.95/month, making it one of the more budget-friendly options.
4. Peec AI
Best for: Development teams wanting API access for custom LLM monitoring integrations
Peec AI is a purpose-built LLM response monitoring platform designed for real-time tracking with developer-friendly API access.
Where This Tool Shines
Peec AI focuses exclusively on LLM monitoring without the feature bloat of multi-channel platforms. The real-time tracking means you're seeing mentions as they happen, not on a daily digest schedule.
The API access sets it apart for technical teams who want to build custom dashboards or integrate monitoring into existing tools. You can pull data programmatically and create automated workflows based on mention triggers.
Key Features
Real-Time LLM Monitoring: Tracks brand mentions as they occur rather than on scheduled intervals.
API Access: Programmatic access to monitoring data for custom integrations and automated workflows.
Keyword Tracking: Monitor specific brand terms, product names, or competitor mentions across LLM responses.
Alert Notifications: Receive instant alerts when mention volume spikes or sentiment changes significantly.
Custom Query Testing: Test how LLMs respond to specific prompts related to your brand or industry.
Best For
Technical teams and SaaS companies with development resources who want to build custom monitoring solutions. The API-first approach makes it ideal for integrating LLM tracking into product dashboards or internal tools.
Pricing
7-day free trial with API access included. Paid plans start at $79/month, positioning it in the mid-range for specialized LLM tools.
5. Profound
Best for: Competitive intelligence teams focused on understanding market positioning through AI responses
Profound is a competitive intelligence platform that analyzes how AI models discuss your brand relative to competitors.
Where This Tool Shines
Profound excels at comparative analysis—you're not just seeing your mentions in isolation, but understanding how you stack up against competitors in AI responses. The side-by-side tracking reveals whether you're being recommended when competitors are, or if you're being left out of consideration sets.
The market positioning insights help you understand the narrative AI models construct about your category. You can identify which attributes AI associates with your brand versus competitors, revealing perception gaps to address.
Key Features
Side-by-Side Competitor Tracking: Monitor your brand mentions alongside up to 10 competitors in a unified view.
Market Positioning Analysis: Understand how AI models position your brand within your competitive landscape.
Trend Analysis: Track mention frequency and sentiment changes over weeks and months to spot emerging patterns.
Exportable Reports: Generate competitive intelligence reports for stakeholder presentations and strategic planning.
Category Insights: See how AI models describe your entire product category and who gets mentioned most frequently.
Best For
Product marketing teams and strategic planners who need competitive intelligence to inform positioning decisions. Particularly valuable for brands in crowded categories where AI recommendation matters for consideration.
Pricing
14-day free trial with full competitive tracking access. Paid plans start at $99/month, reflecting the specialized competitive intelligence focus.
6. Knowatoa
Best for: Marketing teams wanting detailed prompt-level analysis on a budget
Knowatoa is an emerging LLM tracking platform that specializes in understanding exactly which user prompts trigger brand mentions.
Where This Tool Shines
Knowatoa's prompt-specific tracking goes deeper than most tools—you're not just seeing that you were mentioned, but understanding the exact query patterns that lead to those mentions. This reveals content opportunities with precision.
The query pattern identification helps you understand user intent. If you're being mentioned in "best tool for X" queries but not "how to solve Y" queries, you've identified a content gap to address.
Key Features
Prompt-Specific Tracking: Categorizes mentions by the exact user queries that triggered them.
Query Pattern Identification: Groups similar prompts to reveal common themes in how users discover your brand through AI.
Basic Sentiment Scoring: Evaluates whether mentions are positive, neutral, or negative in tone.
CSV Export: Download raw data for custom analysis or reporting in your preferred tools.
Free Tier: Limited monitoring available at no cost for small brands testing the category.
Best For
Content strategists and SEO teams who want to understand search intent as it manifests in AI queries. The prompt analysis helps inform content planning and keyword strategy for both traditional search and AI platforms.
Pricing
Free tier available with limited monthly queries. Paid plans start at $39/month, making it the most affordable option for small teams.
7. AIBrandTrack
Best for: Marketing agencies managing LLM tracking for multiple clients
AIBrandTrack is a multi-brand monitoring solution designed specifically for agencies handling multiple client accounts.
Where This Tool Shines
The multi-client dashboard management eliminates the need to maintain separate accounts for each client. You can switch between client views, compare performance across your portfolio, and manage all monitoring from a single login.
White-label reporting lets you present insights under your agency's branding, maintaining the professional appearance clients expect. The client access portals give stakeholders visibility without granting full platform access.
Key Features
Multi-Client Dashboard: Manage monitoring for dozens of clients from a unified interface with quick switching.
White-Label Reporting: Generate branded reports that showcase your agency's value without platform attribution.
Client Access Portals: Provide clients with read-only access to their specific monitoring data and reports.
Bulk Brand Setup: Add multiple clients and configure monitoring parameters quickly during onboarding.
Team Permissions: Assign account managers to specific clients with role-based access controls.
Best For
Digital marketing agencies and consultancies offering AI monitoring as part of their service packages. The agency-specific features justify the higher price point when spread across multiple clients.
Pricing
10-day free trial with multi-client access. Agency plans start at $149/month, with pricing scaling based on total clients monitored.
8. Semrush AI Visibility
Best for: SEO teams already using Semrush who want unified organic and AI visibility reporting
Semrush AI Visibility is an AI monitoring add-on for the established SEO platform, bringing LLM tracking into the familiar Semrush interface.
Where This Tool Shines
If you're already living in Semrush for keyword research and rank tracking, adding AI visibility monitoring keeps everything in one place. You can compare traditional search performance against AI mention frequency, revealing whether your SEO success translates to AI recommendations.
The combined reporting shows the complete picture of your organic visibility—both in traditional search results and AI-generated responses. This unified view helps justify content investments by showing total reach across channels.
Key Features
Integrated SEO Tools: Access AI monitoring alongside keyword research, rank tracking, and site audits in one platform.
AI Mention Tracking: Monitor brand appearances in ChatGPT, Claude, and other major AI model responses.
Familiar Interface: Use the same reporting dashboards and navigation you already know from Semrush SEO tools.
Combined Visibility Data: See organic search rankings and AI mentions side-by-side for comprehensive performance analysis.
Historical Comparison: Track how AI visibility changes over time relative to traditional search performance.
Best For
SEO professionals and content teams already invested in the Semrush ecosystem who want to expand tracking without adding another platform. The learning curve is minimal since you're working in a familiar environment.
Pricing
7-day free trial of the full Semrush platform including AI features. AI visibility tracking is included in Pro+ plans starting at $129/month, which also provides comprehensive SEO tools.
Making the Right Choice
Your ideal LLM tracking tool depends on what else you need it to do. Choose Sight AI if you want monitoring plus content generation capabilities in one platform—you're not just tracking mentions, but actively creating content to improve them. Go with Brandwatch if you're running enterprise-scale monitoring across multiple channels and need LLM tracking integrated with social listening.
Pick Originality.AI for budget-conscious content teams needing dual AI detection and brand monitoring without separate subscriptions. Select Profound if competitive intelligence is your primary focus—understanding how you compare to competitors in AI responses matters more than raw mention volume. Knowatoa offers the most affordable entry point for teams testing the category with strong prompt analysis capabilities.
Most trials run 7-14 days, which provides enough time to evaluate tracking accuracy and reporting depth. Start by monitoring your priority brand terms and 2-3 competitors during the trial. Test with actual queries your customers might ask—"best [category] for [use case]" or "how to solve [problem]"—to see if the tool captures relevant mentions.
Assess whether the insights justify the investment before your trial ends. Can you identify content gaps? Are you seeing competitor mentions where you're absent? Does the sentiment analysis reveal perception issues to address? The right tool should surface actionable intelligence, not just vanity metrics.
Stop guessing how AI models like ChatGPT and Claude talk about your brand—get visibility into every mention, track content opportunities, and automate your path to organic traffic growth. Start tracking your AI visibility today and see exactly where your brand appears across top AI platforms.
