How to build a quarterly P&L in Google Sheets & Excel

Quarterly profit and loss template for Google Sheets and Excel, driven by an AI computer agent that pulls data, fixes errors, and keeps profits and costs in sync.
Advanced computer use agent
Production-grade reliability
Transparent Execution

Why Sheets, Excel and AI

Every quarter tells a story about your business: where revenue really came from, which campaigns paid off, and how much cash you burned to get there. A quarterly profit and loss statement template turns that chaos into a single, structured view. Instead of rebuilding reports from scratch, you drop each quarter’s numbers into the same layout and instantly compare margins, trends, and unit economics. That makes investor updates easier, tax season less painful, and strategic decisions far more grounded than a gut feel or a Slack thread.Where it usually breaks is in the grunt work: hunting invoices, exporting CSVs from tools, pasting them into Google Sheets or Excel, fixing broken formulas and mismatched date ranges. That is exactly the work an AI agent loves. Imagine telling an AI computer agent, "Close Q2 for me," and watching it log into your tools, download transactions, update your templates, highlight anomalies, and hand you a clean quarterly P&L plus a short narrative of what changed. You keep the judgment; the agent eats the busywork.

How to build a quarterly P&L in Google Sheets & Excel

### 1. Manual methods: building a quarterly P&L by handManual still works when you are small or want full control. Here are several concrete ways to do it.1) Start from a blank Google Sheets template- In Google Sheets, click File > New > Spreadsheet.- Optionally browse prebuilt templates via File > New > From template gallery (docs: https://support.google.com/docs/answer/2494883?hl=en).- Create columns: Account, Q1 Amount, Q2 Amount, Q3 Amount, Q4 Amount, Year Total.- Group rows into sections: Revenue, Cost of Goods Sold, Gross Profit, Operating Expenses, Other Income/Expense, Net Profit.- Use formulas like SUM and SUBTOTAL (overview: https://support.google.com/docs/answer/6000292?hl=en) to total each section. For example, in Gross Profit use =SUM(revenue_rows) - SUM(cogs_rows).- Each quarter, paste or type amounts into that quarter’s column from your bank exports and accounting software.2) Build the same structure in Excel- Open Excel and choose Blank workbook (guide: https://support.microsoft.com/en-us/office/create-a-workbook-in-excel-ef9c0f50-102a-4a4b-a58e-67f5f80b3fbb).- Mirror the same layout: revenue and expense categories in rows, quarters in columns.- Add a Year Total column using =SUM(B2:E2) for each row.- Use a Net Profit line that subtracts Total Expenses from Total Revenue.- Save as a .xltx template so you can reuse the structure next year (how-to: https://support.microsoft.com/en-us/office/create-a-template-5ae3c1c0-2a5b-4e65-8d5b-12b6b38b76b3).3) Import CSV exports each quarter- From your bank or accounting tool, export transactions for the quarter as CSV.- In Google Sheets, go to File > Import > Upload to load the CSV into a new tab (docs: https://support.google.com/docs/answer/9143382?hl=en).- Create a pivot table summarizing Income and Expenses by category for that quarter.- Copy the totals into your main P&L template.- In Excel, go to Data > Get Data > From Text/CSV, then build a pivot table (formula overview: https://support.microsoft.com/en-us/office/overview-of-formulas-in-excel-ecfdc708-9162-49e8-b993-c311f47ca173).4) Use separate tabs per quarter- Create four tabs: Q1, Q2, Q3, Q4.- Put the same chart of accounts on each tab.- In a Summary tab, reference them: for example, Q1 Total Revenue cell =Q1!B20, Q2 Total Revenue =Q2!B20, etc.- This keeps each quarter’s detail isolated while the Summary tab shows year-to-date at a glance.5) Add basic checks- In both Sheets and Excel, add a small section labeled Checks: Bank Balance vs P&L, Total Debits vs Credits (if you use double-entry exports).- Use conditional formatting to turn cells red if they do not match. This makes manual errors visible immediately.Manual pros: complete transparency, great for understanding your numbers, no extra tools needed. Cons: slow, error-prone, and very hard to scale across multiple entities or clients.### 2. No-code automation with standard toolsOnce you are repeating the same quarterly routine, you can remove a lot of copy-paste without writing code.1) Automate data imports to Google Sheets- Use a tool like Zapier, Make, or a native integration from your accounting platform to Google Sheets.- Example: create a Zap that triggers every night, pulls new invoices or payments, and appends them to a "Transactions" tab in Sheets.- In your P&L template tab, reference that raw data with QUERY or SUMIF to aggregate by category and quarter.- Docs for QUERY: https://support.google.com/docs/answer/3093343?hl=en.- Result: when quarter-end arrives, the numbers are mostly there; you only reconcile and review.2) Use Excel with data connections- In Excel, set up Get & Transform (Power Query) connections to your CSV exports or database.- In Data > Get Data, connect to a folder with your monthly CSVs, transform them into a single table, and load into an "All Transactions" sheet.- Build your quarterly P&L using PivotTables filtered by date.- Each quarter, just drop new CSVs into the folder and click Refresh All.3) Standardize templates for teams and clients- Store a master Google Sheets P&L template in a shared drive.- For each new client or business unit, copy the file, rename it, and connect the no-code automations to their data sources.- In Excel, share a template via OneDrive or SharePoint and lock formula cells so team members can only change input ranges.4) Schedule summary delivery- Use automation tools to send a PDF snapshot of the P&L each quarter.- In Sheets, you can use Apps Script or connectors to email a PDF export to stakeholders after your automations refresh.- In Excel, pair OneDrive with Power Automate to export and email the quarterly P&L to your leadership list.No-code pros: big reduction in manual effort, uses tools your team already knows, easier auditability than ad-hoc scripts. Cons: setup still takes thoughtful mapping, and each new business or client may require tweaks.### 3. At-scale automation with an AI agentThis is where an AI computer agent, such as one powered by Simular Pro, starts to feel like a finance teammate rather than a tool. Instead of stitching together ten separate automations, you give the agent the job: "Close the quarter and update all P&Ls."1) Let the AI agent drive your desktop and browser- Simular Pro is built to automate nearly anything a human can do on a computer: browser logins, downloads, file moves, spreadsheet edits, even multi-factor authentication.- You define a quarterly playbook once: log into banking and accounting portals, export quarterly reports, save them to a folder, open Google Sheets and Excel templates, paste or import data, refresh pivots, then generate PDFs.- The agent executes this sequence step by step, with transparent logs so you can see each click and formula edit.Pros: removes 80 to 90 percent of the repetitive quarter-end clicks, works across tools that do not have APIs, resilient over workflows with thousands of steps. Cons: requires a short onboarding period to define your exact process.2) Use the agent as your data janitor and reviewer- Ask the AI agent to scan your quarterly P&L in both Sheets and Excel for anomalies: negative revenue, expenses with missing categories, or sudden jumps vs last quarter.- It can compare current-quarter numbers with previous tabs, highlight variances above a threshold, and leave comments directly in the sheet.- For Google Sheets, it can also open formula help pages like https://support.google.com/docs/answer/6000292?hl=en if it needs to repair a broken formula.Pros: turns quality control from a late-night slog into a repeatable, auditable review. Cons: you still make final judgment calls; the agent surfaces issues rather than deciding policy.3) Run quarterly closes at scale for many entities- Agencies, multi-brand founders, and finance teams can hand the same quarterly playbook to the AI agent and let it run for each client or entity.- The agent loops through a list: for each company, open the right Google Sheet or Excel file, pull that entity’s data, refresh its quarterly P&L, and save outputs in a standard folder structure.- Because Simular’s execution is transparent, you can inspect any run if a client questions a number.Pros: near-linear scaling of your finance operations without hiring a matching number of analysts. Cons: as complexity grows, you should allocate time each quarter to refine the workflow when you change banks, tools, or chart of accounts.Combined, these approaches give you a path: start manual to understand your numbers, layer no-code to stop busywork, then bring in an AI agent to orchestrate everything end-to-end while you stay focused on decisions and storytelling for your investors, clients, and team.

Scale quarterly P&Ls with an AI agent workflow

Train Simular agent
Show your Simular AI agent where your quarterly profit and loss templates live in Google Sheets and Excel, how you export source data, and which cells it must update each close.
Refine Simular runs
Run short test quarters so the Simular AI agent walks through your P&L workflow end to end, then refine prompts, ranges, and checks until the quarterly report is spotless on first run.
Delegate P&L to AI
Once the Simular AI agent reliably updates your quarterly P&L in Google Sheets and Excel, schedule it to run across all entities, scaling closes while you review and approve only exceptions.

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