Sonde Analytics
Understand how your brand shows up in LLM responses.
How Sonde Works
Sonde connects to multiple LLMs and runs scheduled queries on your behalf. You define the questions your customers are asking, we run them across different models and score the responses based on your rules. Over time, you understand your brand visibility across the AI ecosystem.
Web Search Visibility
Enable web search and see how SEO shifts your presence in responses.
Sonde lets you create questions that get periodically answered by LLMs. You can define the frequency and select which models you're interested in.
Give access to a web search tool to provide up-to date context to each LLM: we leverage OpenRouter to give search capabilities even to models that don't natively support it.
Question
Models
Recent Runs
Ranking Over Time
Track position changes with complete, timestamped logs.
Sonde stores all LLM responses to let you monitor in detail how your brand appears in responses.
Ranking, score and mentions are evaluated by another judge LLM and summarized into a Share of Voice score, which gives you an indication of how many time your brand appears in answers.
Model Comparisons
Benchmark multiple LLMs side by side to spot where your signal is strongest.
All major LLM providers supported with tier-based model selection.
Ready to track your brand?
Sonde is the open-source LLM brand visibility monitoring solution for hackers, agencies and professionals.