AI Demand Discovery
Finds buyer questions across search and AI surfaces, then prioritizes the prompts with commercial intent.
02 Snezzi Lead Engine
Research Agent
Find the questions, competitors, citations, and market shifts worth acting on before they become crowded keywords.
What's Inside Research Agent
Research Agent keeps the Lead Engine pointed at the right opportunities. It finds what buyers are asking AI, who is being cited, what competitors publish, and which angles should enter the content calendar next.
Prompt Clustering
Groups related questions into publishable themes so content is planned around intent, not one-off keywords.
Competitor Gap Watch
Tracks where competitors are cited, what they recently published, and which gaps are still open.
Citation Source Mapping
Identifies which publications, marketplaces, forums, and owned pages AI is already pulling from.
Fresh Angle Feed
Surfaces news, regulation, product launches, and category changes before the calendar goes stale.
Calendar Inputs
Hands Content Agent a ranked queue of pages, articles, and refreshes with evidence attached.
Tracks competitors weekly across AI mentions and visibility. Surfaces who outranks you and where the opportunities open up.
How Research Agent Fits the Lead Engine
Brand Brain holds the context, policy and guardrails. Six agents execute against it every week. Research Agent is one of the six execution agents.
Ready to see Research Agent run on your domain?
30 minutes with our founders. We'll show you where Research Agent would plug in for your business, and what your first 90 days look like.