
Eagle App
Milanote
BeeRef
FrameRef
Kuadro
ArtDeck
Miro
The simple way to view and organize your multiple reference images.

QuillBot
PromptCowboys
GeneratePrompt.net
Originality.AI
Explore Vibe Coding
VibeCoding-ai.net
VibeFarm.ai
The prompt engineer for vibe coders.
Which is more popular?
Based on our record, PureRef seems to be more popular. It has been mentioned 4 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | pureref.com | vibepilot.dev |
| Pricing | — | |
| Company | — | Startup from the United States · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of PureRef yet.
VibePilot turns plain words into perfect, copy-paste-ready prompts for AI app builders — Lovable, Bolt.new, Base44, Replit, v0, Zite, Emergent — plus AI coding agents (Cursor, Claude Code, Codex) and chatbots (ChatGPT, Claude, Gemini). Describe your task in one sentence, or attach a screenshot of...
What each product offers, as listed by its team.


Possible disadvantages
Walkthroughs and reviews on video.
The Best Free Tool for Artists - PureRef
More videos
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing PureRef and VibePilot.dev.
VibePilot.dev's answer:
We developed VibePilot because we wanted a web app built and customized specifically for generating prompts for Vibe Coding and AI Coding tools, rather than using general-purpose AI chatbots.
VibePilot.dev's answer:
AI app builders like Lovable and Bolt.new are powerful — but only as good as the prompts you give them. Most people describe what they want in a sentence or two and get back an app that is almost right, then spend hours fixing what a better prompt would have prevented. VibePilot turns your plain words into the kind of detailed, structured prompt that builds working software on the first try.
VibePilot.dev's answer:
You can start building prompts as a guest right away from our Homepage—no sign-up or credit card required.
VibePilot.dev's answer:
Our primary audience is non-coders who use Vibe Coding apps such as Lovable, Bolt.new, Base44, Replit, v0, Zite, and Emergent.
Share your experience with using PureRef and VibePilot.dev. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


I mainly use offline means: organising all my files in a hierarchy of folders and using pureref (which I highly recommend) to make moodboards, and ofc an external hard drive to save backups. The only online means I use is google drive... Source: about 4 years ago
If you just want the image to be a transparent overlay while you draw 'through the image'(with it being unchanged) you can use something like Pureref(pureref.com) to set the image as always on top + turn opacity down a bit. Source: over 4 years ago
If you can’t get it to work inside of max, I thought of a free easy workaround you could try. I use the software pureref to manage and quickly access reference images. You could just resize an empty pureref window to cover your username.... Source: over 4 years ago
Tracking VibePilot.dev since Sep 2026.
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Free AI toolkit with powerful tools: prompt generator, AI humanizer, image-to-text, video prompts, AI detector & more. No sign-up, unlimited use.
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