How to Turn Raw Data Into a Business Report With PopAI (2026)

Go to PopAI and create your account. The Pro trial gives you access to the AI Sheets module, which is required for this tutorial.

PopAI offers three tiers: Free (basic AI chat), Pro (AI Sheets, presentations, reports), and Team (collaboration features). The Pro trial lasts 7 days with full functionality — enough time to complete this tutorial and decide if the tool fits your workflow.

Sign up takes under a minute. You'll land on the PopAI dashboard with access to AI Chat, AI Sheets, AI Presentation, and AI Report modules on the left sidebar.

Click "AI Sheets" in the left sidebar, then click "Upload" or drag and drop your Excel (.xlsx) or CSV file directly onto the interface.

PopAI parses your file and shows a preview of the data. It automatically detects column headers, data types (numbers, dates, text, currency), and basic structure. Files up to 10MB and 50,000 rows are supported on Pro plans.

If your data has issues — missing headers, inconsistent date formats, blank rows — PopAI flags them in yellow and suggests fixes. Accept the suggested fixes or manually clean the data before proceeding.

For this tutorial, use any data file you have: sales figures, website analytics, expense reports, or customer data. The more columns and rows, the more interesting the AI analysis will be. A minimum of 100 rows gives the best results.

This is where PopAI shines. In the chat panel on the right side of the sheet, type natural language questions about your data:

- "What are my top 5 products by revenue this quarter?" - "Show me month-over-month growth as a percentage" - "Which customer segment has the highest average order value?" - "Are there any months where revenue dropped more than 15% from the previous month?" - "What's the correlation between marketing spend and new customer acquisition?"

PopAI interprets your question, generates the appropriate formula or analysis, and displays the result with a visualisation (chart, table, or metric card). Click "Apply to Sheet" to insert the formula into your spreadsheet.

Each question builds on the context of previous questions, so you can have a conversation about your data: "Now break that down by region" or "Exclude returns from that calculation."

This natural language interface eliminates the need to know Excel formulas. PopAI handles VLOOKUP, pivot tables, conditional aggregations, and statistical functions behind the scenes.

Beyond questions, you can ask PopAI to create specific formulas.

Describe what you need: "Create a formula that calculates the 3-month rolling average for column C and flags months where the value drops more than 10% from the previous month."

PopAI writes the exact formula, explains it in plain English so you understand what it does, and offers to apply it to your sheet. You can modify the formula before applying — PopAI shows the Excel/Sheets equivalent so power users can verify the logic.

Common formula requests that save significant time: - Year-over-year comparisons - Weighted averages - Conditional sums with multiple criteria - Growth rate calculations - Percentile rankings - Running totals with date filters

Each formula PopAI generates is standard Excel-compatible, so you can export the sheet and the formulas continue to work in Excel or Google Sheets.

Click the "Generate Report" button in the top toolbar. PopAI opens a report configuration panel.

Choose a template: Sales Summary, Financial Overview, Executive Dashboard, Marketing Performance, or Custom. Select the date range for your analysis and the key metrics you want highlighted.

Click Generate. PopAI produces a formatted report document in about 60 seconds. The report includes: - Executive summary (AI-written, 2-3 paragraphs) - Key metric cards (revenue, growth rate, top performers) - Charts (automatically selected based on data type — line for trends, bar for comparisons, pie for composition) - Data tables with the most relevant slices - AI-generated insights and recommendations

The AI commentary is surprisingly useful — it identifies trends, anomalies, and patterns that you might miss scanning raw data. It phrases findings in business language ("Revenue in Q1 grew 12% YoY, driven primarily by the enterprise segment which expanded 23%") rather than statistical jargon.

Review the report carefully. Edit any AI-generated text that doesn't match your company's terminology or context. The report is a draft, not a final product — but it's a dramatically faster draft than starting from scratch.

Export your finished report in the format that fits your audience:

PDF — The most common choice for executive presentations and board decks. Charts render crisply, formatting is preserved, and the file is universally viewable. Best for emailing to stakeholders.

Excel — For further editing. All formulas, charts, and data are preserved. Recipients can drill into the data themselves. Best for finance teams and analysts who want to verify numbers.

Google Slides — For live presentations. Each section of the report becomes a slide. Charts are embedded and editable. Best for team meetings and client presentations.

PowerPoint — Same as Google Slides but for Microsoft-centric organisations.

After export, double-check all numbers against your source data. AI-generated reports are excellent first drafts but should always be verified before presenting to decision-makers. Pay special attention to percentage calculations and year-over-year comparisons — these are the metrics most likely to be questioned in a presentation.