Every question runs as a real SQL query against your live data, with full source attribution. You can see exactly which rows the answer came from, trace the logic, and verify the numbers. Answers are explainable, not speculative.

Lemonado has two types of agents you can spin up in two clicks:

• Custom Agent: Run periodic analysis and produce structured reports. Examples: "Monitor weekly signups and churn," "Track revenue by plan tier every day," "Analyze support ticket volume."

• Alert Monitor: Watch a metric and notify you when thresholds are breached.

Both can deliver to Slack, email, or in-app. The data, logic, and verification are already done. You just describe what you want.

The unified data layer combines every tool you use into one connected, real-time dataset. Spreadsheets, APIs, ad platforms, Stripe, Google Ads, GA4, and more. It's the foundation that powers Chat, Studio, agents, and MCP connectors. No manual exports, no complex setup, no stale data.

Most ad platforms refresh in real time. Other sources refresh as frequently as their API allows. You can see the exact refresh cadence per source in the integration list.

Yes. Use a custom agent to refresh and deliver a Studio on any cadence (daily, weekly, monthly) to Slack, email, or in-app. Recipients always see the latest live numbers, not a stale snapshot.

Custom agents run periodic analysis and produce a structured output. Examples: "Send me a Monday morning client digest," "Build a weekly performance Studio," "Track creative fatigue across all clients every day."

Alert agents watch a metric and only notify you when something breaks a threshold. Examples: "Tell me if any client's daily spend drops 30% below normal," "Ping me if CPA goes above $50 on any active campaign."

Use custom agents for proactive insight, alert agents for catching anomalies.

Slack, email, or in-app. Each agent can route to whichever channel fits the audience: a client-facing Slack channel, the team's #performance channel, an exec's inbox, or all three at once.

Yes. Every agent run keeps a full log: the prompt, the queries it ran, the data it pulled, and the output it delivered. You can open any past run, trace the logic, and verify the numbers. Agents are not a black box.

Anything you can ask in chat, on a schedule. A few real examples:

• Daily morning digest of how every client is performing

• Weekly branded Studio delivered to each client's Slack channel

• Alert if daily spend drops below 70% of expected on any active campaign

• Flag creative fatigue when a top ad's CTR falls two weeks in a row

• Pixel and conversion tracking health check across every client account

If you can describe it, you can build it. No code, no workflow tools.