Talk to your data from any chat app

Most data tools assume you’ll come to them. You log in, navigate a dashboard, remember which filters to set, and hope the chart you need was built by someone else last quarter.

Queryless works the other way around. It meets you where you already are — in the chat apps you use every day.

Why chat?

Think about how you actually get quick answers at work. You message someone. “Hey, what were our numbers last month?” The answer comes back in the same conversation. No context switch, no new tab, no loading screen.

Queryless gives you the same experience, except the answers come from your actual data — queried in real time, formatted clearly, and backed by the source.

No login page. No training session. Just a message.

What it looks like

Here’s a real interaction with our demo bot on Telegram:

1. You open @queryless_bot in Telegram.
2. You type: “What are the top 5 countries by GDP in 2023?”
3. Queryless responds with a brief summary — “The United States led global GDP at $27.4 trillion, followed by China at $17.8 trillion...” — plus a clean markdown table with the exact figures.
4. For questions involving trends or comparisons, you also get a link to an interactive report with charts and sortable tables.

The whole exchange takes a few seconds. You never leave the app.

Who this is for

An executive checking numbers from their phone between meetings. A policy analyst who needs a quick comparison without opening a spreadsheet. A team lead who wants to share a data point in a group chat without taking a screenshot of a dashboard.

Queryless is for anyone who has a question about data and doesn’t want to become a data analyst to get the answer.

Try it yourself

Our demo agent is live on Telegram with public economic and commodity datasets — GDP, population, inflation, oil prices, gold, and natural gas. Open @queryless_bot and ask anything.