BEGINNER GUIDE

Charts and Diagrams, Built Inside the Chat

Ask Claude to visualize something and it builds the chart right in the conversation. No exports, no separate tools.

Read the guide Try it in Claude →
In this guide
  1. What changed
  2. Who this helps most
  3. How to trigger it
  4. 5 example prompts that produce useful visuals
  5. What it can't do yet

How this works

Claude renders charts, diagrams, and graphs directly in the chat window. You describe what you want to see, paste in your data, and Claude builds the visual inline. You can iterate on it in the same conversation without switching to another tool.

This works on the web, in the desktop app, and on mobile (iOS and Android). The mobile apps now render interactive visuals too, so you can review charts on your phone.

Who this helps most

  • Analysts who spend time moving data between a spreadsheet and a charting tool just to answer a quick question
  • PMs who need a visual for a standup, a stakeholder update, or a decision doc and don't want to open a design tool
  • Ops leads who track metrics and want a fast way to spot trends without building a dashboard
  • Anyone who has ever said "can you just show me a chart of this?"
Not a replacement for your BI tool. If you already have a dashboard you love, keep it. This is for the quick visuals that don't justify opening another app.

How to trigger it

There's no special syntax. Just ask. Claude will decide when a visual makes sense based on your request and data. If you want to be explicit, say "show me a chart" or "visualize this."

You can paste data directly into the chat (from a spreadsheet, a CSV, or just a list of numbers), upload a file, or describe the data and let Claude generate a sample.

5 example prompts that produce useful visuals

1. Spot a trend in monthly numbers

Here are our monthly support tickets for the last 12 months: [paste your numbers]. Show me a line chart. Highlight any months where volume jumped more than 20% from the previous month.

2. Compare categories side by side

We spent $12K on paid ads, $8K on events, $3K on content, and $1.5K on tools last quarter. Show me a bar chart comparing these, sorted highest to lowest.

3. Break down a whole into parts

Our revenue mix is 55% subscriptions, 25% services, 15% licensing, and 5% other. Show me a pie chart or donut chart with the percentages labeled.

4. Map a simple process

Show me a flowchart for our hiring process: post job, screen resumes, phone screen, panel interview, offer, onboarding. Add a decision point after phone screen for pass/fail.

5. Track progress toward a goal

Our Q2 target is 500 new customers. We're at 310 as of this week. Show me a progress bar or gauge chart. Add a note showing how many weeks are left in the quarter.

What it can't do yet

Be honest with yourself about what this is and isn't.

  • It's not a BI tool. It can't connect to your database, pull live data, or refresh automatically. You bring the data, Claude builds the visual.
  • Complex multi-axis charts can get messy. If you need a polished chart with multiple overlapping datasets, a dedicated tool will do better.
  • Formatting is functional, not presentation-ready. The output is good for working sessions and internal conversations. For a board deck, you'll want to rebuild the chart in your presentation tool.
  • Large datasets can be slow or hit context limits. This works best with summary data, not raw exports with thousands of rows.
The rule of thumb: For quick answers, trend checks, and "show me what this looks like" moments, it's faster than anything else. For production dashboards and polished reports, keep your existing tools.

Keep going

The full path to Claude as a complete work stack.

Projects → Cowork → Visuals → Full Stack