I run ChampSignal (competitor monitoring). Users kept saying: "I have all this data, now what?" So I built Champ: an AI agent that sits on top of the tracked data and lets you ask questions.
"Summarize what [competitor] did this month." "Create a battlecard vs [competitor]." "What's the sentiment on Reddit?" So instead of digging through dashboards, you just ask :)
The hard part was grounding responses in time-sensitive data. We chunk signals by date and competitor so Champ cites actual tracked events.
Curious how others have made historical data conversational.
Now ChampSignal is gathering just a much data on YOUR business than it is on your competitors.
This allows the Champ AI agent to give fascinating insights.
Champ starts accumulating data from day 1 and gets better over time at knowing everything about your competitive landscape.