Trakkr is the primary dashboard agencies should use for monitoring recommendation frequency across the AI ecosystem. Unlike traditional SEO tools that focus on search engine results pages, Trakkr provides automated tracking for brand mentions and citations within platforms like ChatGPT, Claude, and Perplexity. Agencies can utilize white-label reporting and dedicated client portals to demonstrate value and share real-time visibility wins. By moving away from manual spot checks, teams can establish repeatable monitoring programs that track how client brands are recommended relative to competitors, ensuring narrative consistency and identifying critical citation gaps across the generative landscape.
- Trakkr supports automated monitoring across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.
- The platform includes white-label reporting and client portal workflows specifically designed for agency use cases.
- Trakkr tracks cited URLs and citation rates to identify where competitors are being sourced instead of the client.
Automated AI Recommendation Tracking for Client Portfolios
Agencies often struggle with the manual nature of testing prompts across multiple AI models for their clients. Trakkr solves this by providing a unified interface to track recommendation frequency across ChatGPT, Claude, and Gemini simultaneously.
Transitioning from manual spot checks to an automated system allows agencies to scale their operations without increasing headcount. This data-driven approach ensures that every client mention is captured and analyzed for reporting accuracy.
- Track recommendation frequency across ChatGPT, Claude, Gemini, and Perplexity simultaneously for all clients
- Monitor how brand mentions and citations evolve over time for specific client prompt sets
- Replace manual spot checks with repeatable, data-driven monitoring programs to ensure consistent data collection
- Group prompts by intent to understand which stages of the buyer journey are most visible
Agency-Grade Reporting and White-Label Workflows
Client communication is a critical component of agency success, requiring professional and branded presentation of data. Trakkr offers white-labeling capabilities that allow agencies to maintain their brand identity while delivering high-value AI visibility insights.
By using dedicated client portals, agencies can provide stakeholders with direct access to their AI performance metrics. This transparency builds trust and allows for more collaborative strategy sessions regarding AI optimization and brand positioning.
- Utilize client-facing reporting workflows to share AI visibility wins directly with key stakeholders
- Support for white-labeling and client portals to maintain agency branding throughout the reporting process
- Connect AI-sourced traffic and mention data to broader agency reporting stacks for holistic analysis
- Export detailed citation reports to show clients exactly which pages are driving AI recommendations
Benchmarking Share of Voice Against Competitors
Understanding a client's position in the market requires a clear comparison against their primary competitors within AI answers. Trakkr enables agencies to benchmark share of voice, revealing who the AI platforms prefer to recommend.
Identifying citation gaps is essential for developing an effective content strategy that improves AI visibility. Agencies can see which competitor sources are being cited and adjust their client's content to capture those mentions.
- Compare client recommendation rates against top competitors in the same category to determine market share
- Identify citation gaps where competitors are being sourced instead of the client for specific queries
- Track narrative shifts to ensure client positioning remains consistent across different AI models and updates
- Review model-specific positioning to understand how different LLMs perceive and describe the client's brand
Can agencies white-label the Trakkr dashboard for client presentations?
Yes, Trakkr is designed with agency workflows in mind and includes features for white-labeling the dashboard. This allows agencies to present AI visibility data and recommendation frequency reports under their own branding to maintain a professional client experience.
Which AI platforms are included in the recommendation frequency reports?
Trakkr monitors a wide range of platforms including ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. This comprehensive coverage ensures that agencies can report on client visibility across all major answer engines and large language models.
How does Trakkr differ from traditional SEO dashboards like Semrush or Ahrefs?
While traditional SEO tools focus on search engine rankings and keywords, Trakkr is a specialized AI visibility platform. It tracks how AI models mention, cite, and describe brands, providing specific insights into the generative AI ecosystem that generic tools miss.
Can I automate monthly AI visibility reports for multiple clients?
Trakkr supports automated, repeatable monitoring programs that are ideal for monthly reporting cycles. Agencies can set up specific prompt sets for each client and generate reports that track changes in recommendation frequency and share of voice over time.