Needle earns strong praise for making complex AI workflows feel simple and fast. Reviewers highlight quick setup for RAG use cases, smooth integrations with Google Drive, Notion, and Slack, and notably better context handling than general chat tools. Users report accurate, near‑instant answers, improved search across PDFs and spreadsheets, and an intuitive interface that saves time and scales well for business needs. Some curiosity remains about handling very complex, multi-source queries, but overall sentiment emphasizes reliability, versatility, and clear productivity gains for content, research, and operations.
Sound amazing! How do you maanage version control?
Needle
@dennis_stech Good question. So we track every run of your workflow and version. So you can always see how past workflow runs executed or how past versions looked like. You can also roll back to any of these versions. Does that make sense to you, or is there a specific other version control feature that you had in mind?
Product Hunt
Needle
@curiouskitty Short: speed of iteration.
Long: Building (chatting) on Needle is much faster, so you can save a lot of time. Also if your workflow using RAG then Needle is also the better choice since we have RAG built-in. We call it Needle Collections.
Needle
Hey Product Hunt! 👋 Jan here, co-founder of Needle.
After months of work, we are really excited to bring this to you, we call it:
> Vibe-Automation
What does that mean?
> Needle makes it simple to create workflows by chatting and monetizing them.
Three problems we kept running into:
- You are building a workflow, but it’s complex and takes time to build.
- You finished a workflow, but it brakes constantly and is hard to maintain.
- You are proud of your workflow, but you have no simple way to share what you built - let alone earn from it.
We've been heads down on the last year to fix this.
Today we're shipping two things:
1. Workflow Builder 2.0
- Describe your workflow in plain English.
- Our agent builds it, tests it end-to-end, self-heals and ships it.
2. Partner Program
- Publish your workflow to our marketplace, with 1-click.
- Other users run it. You earn per run.
---
What we'd love your take on:
1. Does "earn from your workflows" land right away - or does something need to click first?
2. Where did our workflow builder feel slow, unclear or inaccurate?
3. What's the first workflow you'd build and sell?
We'll be here all day.
Jan and the Needle team
@jan_heimes Hey, congratulations on the launch. Just one question; how does Needle handle enterprise compliance (GDPR/SOC2) and API rate limits for high-volume runs in paid marketplace workflows?
Needle
@swati_paliwal Thanks! Great question. We're GDPR compliant as we scale into more enterprise deals. For API rate limits, workflows run server-side and we handle retries and throttling automatically so you don't hit issues on high-volume runs. You can also use loop and wait nodes, to avoid this. If you're looking at a specific use case, happy to chat more about what we can support.
BlazeSQL
@jan_heimes So good!
Needle
@justus_mulli 🚀🚀🚀
Hi guys. I saw you did AI automation hackathon in Berlin. Congrats on the launch! I'm curious shat is the benefits for using your tool compare to make.com and n8n?
Needle
@akovalevskyi Give it a spin and try the agent! Thousands of users have already seen it themselves. You can build workflows way faster and simpler, but still handle really complex automations when you need to.
Needle
@akovalevskyi Thank you for the comment. One of our main differences is that we try hard to let people build automations without hassle or a technical background and our builder agent is super powerful to make this happen. You tell the builder agent what you want in plain English; it builds the workflow, tests it, and iterates. No dragging nodes or wiring things by hand.
The marketplace angle is what makes this interesting imo. Tons of no-code automation tools exist but nobody's really cracked letting builders actually earn from their workflows. That's a clever incentive to get high quality templates in the system.
How does the 'describe in plain English' part work under the hood? Is the AI generating the workflow logic from scratch each time or does it match against existing patterns?
Needle
@mihir_kanzariya I think so too. We'd like to put the creator in the spotlight and reward. It's 2026 and we're all now creators using AI and consumers of AI-powered solutions and content. Democratizing this exchange is our vision.
Secret sauce? Context, prompt and tool engineering. Needle agent mimics how we humans create workflows, i.e. not in a single shot but rather in iterations.
Hey @Needle, congrats on your launch. I went through your page and I really like the delivery and messaging on your site. I have a question on the reward mechanics, it didn't landed for me. What's the portion of earnings that a creator should expect per run? does it vary in different cases/flows? Thanks and good luck!
@dingleberryjones great question!
In short: It depends.
Ultimately, we calculate the earnings based on the tokens that are consumed per workflow run.
TimeTuna.com
Impressive stuff, @jan_heimes ! What is the most popular workflow on your platform? What is the most surprising you found so far?
Needle
@pavelk2
Most popular ones are data transfer workflows, like reading Gmail attachments and sorting them into the right Drive folder automatically or similar e.g. Notion, Drive, Sharepoint, Airtable. Scraping LinkedIn or Instagram leads and pushing them to Google Sheets is also huge. Same with scraping competitor data from the web and turning it into reports. I always say it's like Lego, the limit is your imagination.