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Autosheetpart of GPT for Work

The way AI uses Google Sheets

Just send a prompt and a Google Sheet URL.
From an agent, a workflow, or code.

Add to your agent

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Claudeautosheet connected
Score these leads against our scoring rules in docs.google.com/spreadsheets/d/1mGKj92RmNEm…
I’ll use Autosheet to handle this.
autosheet · start_agent✓ 2m 51s
Done. I scored all 2,847 leads against the rules in your Scoring rules tab. Scores are in column D, tiers in E.
Q4 lead scoring
FileEditViewInsertFormatDataTools
Done · 2,847 rows
A
B
C
D
E
1
Company
Employees
Industry
Score
Tier
2841
Wayne Logistics
540
Freight
61
B
2842
Pied Piper
42
Compression
91
A+
2843
Dunder Mifflin
310
Paper
35
C
2844
Northwind Bakery
45
Bakery
58
B
2845
Globex Software
220
HR SaaS
88
A+
2846
Acme Plumbing
8
Plumbing
18
D
2847
Initech Holdings
1200
Banking
48
C
≡LeadsScoring rules

Autosheet is the spreadsheet agent that powers GPT for Sheets, available over MCP and via an API.

Google Workspace Marketplace4.84,071 ratings·7M+ installations

ISO 27001 · GDPR · SSO · No training on your data Details

Why your agent needs Autosheet

Google Sheets are very unstructured, can contain a ton of data, and the official API is very hard for regular agents to work with. Autosheet was built for Google Sheets work.

Built for Google Sheets work

Efficient by design: Autosheet reads only what it needs to in a smart way, and doesn't choke on heavy spreadsheets.

Fast

Autosheet edits the live sheet via API — which will always be faster and more reliable than computer use agents clicking around.

No AI lock-in

Always use what’s best for you. Large choice of AI providers and models. Set an API key or custom endpoint if needed.

Reliable bulk workflows

The only Google Sheets agent that can reliably apply a prompt template to hundreds of thousands of rows, row by row, at 1,000 rows per minute.

Add Autosheet to your agent

It takes about a minute: open your agent, add the MCP server, sign in with Google, and send your first prompt.

01
Open Autosheet in the Claude connector directory and click Connect.
02
Sign in with Google when prompted. You only do this once.
03
Send your first prompt:
Summarize this spreadsheet and flag anything that looks off: <your sheet URL>

In the desktop app, find Autosheet under Settings → Connectors → Browse connectors. On a team plan, an organization owner can add it for the whole workspace under Organization settings → Connectors.

Detailed instructions

Use cases for Autosheet

From one-off enrichment jobs to recurring reporting pipelines, from agent tooling to workflow steps to features shipped inside your own product — wherever a team relies on spreadsheets, Autosheet earns its keep.

Lead enrichment

Score and enrich CRM exports, row by row.

“Fill CEO, headcount, recent news and fit score for every company in column A.”

Catalog operations

Generate copy, translate, and tag attributes across SKUs.

“For each product, write a 50-word description and translate it to French.”

Reporting pipelines

Take raw exports, output cleaned dashboards on a schedule.

“Prepare an analysis of this campaign in the usual format.”

Workflow automation

Drop Autosheet into n8n, Make, or Zapier as an HTTP step — a webhook tells your workflow when the sheet is ready.

“Append these new orders to the master sheet and refresh the totals tab.”

Spreadsheet subagent

Let your agent delegate spreadsheet work to a specialist.

“Append a row with these values; recompute the totals; fix any broken formulas.”

Embedded automations

Ship spreadsheet AI inside your own product or app.

“Pivot these orders by region and month, then return the result as JSON.”

What Autosheet can do

Autosheet reads your prompt, understands your spreadsheet, and works directly in it.

Regular spreadsheet work

  • Formula writing & fixes. Generate, audit, and repair formulas across complex sheets.
  • Pivot tables & charts. Build pivots, slicers, and decision-ready charts in seconds.
  • Cell formatting. Apply conditional formatting and clean up layouts.
  • Data analysis. Surface trends, anomalies, and summaries inside the sheet.
  • Error detection. Spot inconsistencies, broken refs, and mistyped values.
  • Data restructuring. Extract subsets, filter rows, and pivot results into clean new tabs.

Bulk processing

  • Fuzzy deduplication. Find near-duplicates the way a human would, not just exact matches.
  • Bulk enrichment. Fill columns row-by-row from web research or your own data.
  • Bulk scoring. Score every row against your rubric, with rationale.
  • Bulk translation. Translate any column into 30+ languages, preserving tone and tags.
  • Bulk categorization. Tag and bucket records into your taxonomy at scale.
  • Bulk content generation. Generate unique copy per row from a single prompt.

Build directly on top of the API

Same agent, over HTTP, with webhooks and an OpenAPI spec if you need them. Create your API key on the GPT for Work dashboard.

curl
curl https://api.autosheet.com/v1/sheets/agents \
  --request POST \
  --header 'Content-Type: application/json' \
  --header "X-API-Key: $AUTOSHEET_API_KEY" \
  --data '{
    "prompt": "Score these leads against our scoring rules.",
    "spreadsheet_id": "1mGKj92RmNEm_FeZudRs6ExBFMTdlvTWtwC38rhUMC0I"
  }'
API reference

Frequently asked questions

Quick answers about Autosheet, connecting over MCP, building with the API, and how your data is handled.

What is Autosheet?

Autosheet is a spreadsheet agent that works directly in your Google Sheets spreadsheets. Describe the work in plain language, and the agent explores the spreadsheet, plans the work, does it, checks its own results, and corrects its mistakes. There are two ways to use it: connect a compatible AI client to Autosheet MCP, or call the Autosheet API from your AI agent, workflow tool, or code.

How does Autosheet relate to GPT for Work?

Autosheet is the same agent that powers GPT for Sheets, a Google Workspace add-on installed over 7 million times. Autosheet is part of the GPT for Work service, from the same company. You sign in with Google to your GPT for Work account, and manage billing on the GPT for Work dashboard. API keys are created there too.

How much does Autosheet cost?

Autosheet is free to try: your GPT for Work account starts with free credits, no card required. After that, usage is billed to your GPT for Work account, either as a monthly subscription or as pay-as-you-go credits shared across your team. What a task costs depends on its size and the model it uses. See GPT for Work pricing.

How does Autosheet compare to Google Drive connectors in ChatGPT or Claude?

Native Google Sheets connectors are simple wrappers around the Google Sheets API. This API was never made for agents. It will truncate data, or send way too much data which will blow up context. Autosheet was meticulously built to optimize interactions with Google Sheets so that they are as fast and token-efficient as possible. In particular, Autosheet can reliably process hundreds of thousands of rows with a prompt template, at the speed of 1,000 rows per minute. That difference holds whether you reach it over MCP or through the API.

Is my Google Sheets data safe with Autosheet?

Yes. ISO 27001 certified, GDPR compliant by design, and encrypted in transit and at rest. Same infrastructure as GPT for Work, used daily by thousands. For teams, admin controls cover user management, centralized billing, usage reporting, and spending limits. Read our security and privacy FAQ.

How fast is bulk processing?

Up to 1,000 rows per minute. Autosheet processes bulk work row by row from a single prompt — enrichment, scoring, translation, categorization, content generation — without you orchestrating per-row calls.

Which AI models does Autosheet support?

Autosheet supports a wide range of models. With the Autosheet API you pick the model per task. For more information about the supported models, see the list of AI providers and models.

Can I use Autosheet from n8n, Make, or Zapier?

Yes. The Autosheet API is a plain HTTP API, so it works from any tool with an HTTP request step. POST a prompt and a Google Sheets spreadsheet ID from your workflow, then poll the agent endpoint for status or receive a webhook callback when the task completes.

MCPhttps://mcp.autosheet.com/mcp
Add to your agent

Autosheet is part of GPT for Work: one account and one credit balance, managed at dashboard.gptforwork.com.