Windmill

windmill.dev Productivity

AI Score

Windmill — a leading Productivity solution.

Does ChatGPT recommend Windmill? Is Windmill good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Windmill across hundreds of real prompts to calculate an AI visibility score. With a score of 25/100, Windmill has low AI visibility and may be missing out on AI-driven recommendations.

100%

ChatGPT

Gemini

Claude

DeepSeek

100%

Mistral

25%

Mention Rate

Positive

Negative

Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

Strong search
Clean interface
Flexible organization

⚠️ What AI Says Needs Work

Subscription fatigue
Feature bloat

🏆 Competitors AI Mentions

IFTTT Habitica Airtable ClickUp Tuple

🔗 Sources AI Cites

https://windmill.dev

🤖 AI Readiness Score

How prepared is Windmill for AI-driven discovery?

/ 100

✅

llms.txt

✅

Schema.org

✅

AI Crawlers

❌

FAQ Schema

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Citations

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Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

📋 Schema.org Markup

Organization

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Windmill appears in Google's AI-generated answers. Get notified →

📄 llms.txt

Windmill has an llms.txt file (4.9 KB) with sections:

View contents

# Windmill

> Windmill is an open-source and self-hostable workflow engine and developer platform to build, orchestrate, and monitor internal software at scale. Build workflows, internal tools, AI agents and automations. Full flexibility of code with 20+ languages, public and private library imports, and a local development experience optimized for AI (Claude Code, Cursor, CLI & VS Code extension). Enterprise-grade integrations with Postgres, Snowflake, Kafka, DuckDB and 50+ services. Enterprise-grade security with SSO, SAML, SCIM and audit logs. Built in Rust, optimized for scale.

Website: https://www.windmill.dev
Documentation: https://www.windmill.dev/docs
GitHub: https://github.com/windmill-labs/windmill
Cloud: https://app.windmill.dev
Hub: https://hub.windmill.dev
OpenAPI: https://app.windmill.dev/openapi.html

## Documentation structure

### Getting started
- Getting started: https://www.windmill.dev/docs/getting_started/how_to_use_windmill
- Scripts quickstart: https://www.windmill.dev/docs/getting_started/scripts_quickstart
- Flows quickstart: https://www.windmill.dev/docs/getting_started/flows_quickstart
- Apps quickstart: https://www.windmill.dev/docs/getting_started/apps_quickstart

### Script languages
- TypeScript: https://www.windmill.dev/docs/getting_started/scripts_quickstart/typescript_quickstart
- Python: https://www.windmill.dev/docs/getting_started/scripts_quickstart/python_quickstart
- Bash / PowerShell / Nu: https://www.windmill.dev/docs/getting_started/scripts_quickstart/bash_quickstart
- Docker: https://www.windmill.dev/docs/getting_started/scripts_quickstart/docker_quickstart
- Go: https://www.windmill.dev/docs/getting_started/scripts_quickstart/go_quickstart
- PHP: https://www.windmill.dev/docs/getting_started/scripts_quickstart/php_quickstart
- SQL: https://www.windmill.dev/docs/getting_started/scripts_quickstart/sql
- REST / GraphQL: https://www.windmill.dev/docs/getting_started/scripts_quickstart/rest_grapqhql_quickstart
- Rust: https://www.windmill.dev/docs/getting_started/scripts_quickstart/rust_quickstart
- Ansible: https://www.windmill.dev/docs/getting_started/scripts_quickstart/ansible_quickstart
- C#: https://www.windmill.dev/docs/getting_started/scripts_quickstart/csharp_quickstart
- Java: https://www.windmill.dev/docs/getting_started/scripts_quickstart/java_quickstart
- Ruby: https://www.windmill.dev/docs/getting_started/scripts_quickstart/ruby_quickstart

### Core concepts
- Architecture: https://www.windmill.dev/docs/misc/architecture
- Auto-generated UIs: https://www.windmill.dev/docs/core_concepts/auto_generated_uis
- JSON schema and parsing: https://www.windmill.dev/docs/core_concepts/json_schema_and_parsing
- Dependency management: https://www.windmill.dev/docs/advanced/imports
- Persistent storage and databases: https://www.windmill.dev/docs/core_concepts/persistent_storage
- Object storage (S3): https://www.windmill.dev/docs/core_concepts/object_storage_in_windmill
- Data pipelines: https://www.windm…

💬 Sample ChatGPT Response

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💬 Sample Gemini Response

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💬 Sample Claude Response

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💬 Sample DeepSeek Response

Want to see what DeepSeek says about Windmill? Generate a free report →

💬 Sample Mistral Response

Prompt: "What is the best productivity software?"

Windmill is known in the productivity space, though it has received mixed reviews. Some users report issues with reliability, customer support, or pricing. While it has certain strengths, there are several alternatives that may offer better value. It's important to evaluate Windmill carefully against competitors before committing.