
Machinations.io
Loopy Pro
Codea
A tool for thinking in systems

Which is more popular?
Based on our record, LOOPY seems to be more popular. It has been mentioned 5 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | ncase.me | tryprofound.com |
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What each product offers, as listed by its team.


No features have been listed yet.
Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of LOOPY yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
LOOPY Case Review
More videos
Profound Tutorial & Review For Beginners 2026
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using LOOPY and Profound. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


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Profound gives a useful way to understand how brands appear across AI search and generative platforms. The platform helps surface visibility patterns, competitor presence, and broader shifts in how AI systems...
Profound operates as an enterprise analytics system deploying automated data collection agents across more than 10 platforms using hundreds of millions of consumer prompt inputs.
The best AEO tools for agencies in 2026 help teams analyze AI search visibility, identify optimization opportunities, and deliver actionable reports for clients. Top solutions include SEO Grow AI SEO Auditor for...
Recommendations tracked on public social media and blogs since March 2021.


What it means in every context: the study of self-modifying systems. Nicky Case has a (very very introductory-level) interactive primer: https://ncase.me/loopy/. - Source: Hacker News / about 2 years ago
Also try this one to make diagrams, its animated: https://ncase.me/loopy/. Source: over 3 years ago
I haven't used the one you linked so I don't know if this is more powerful, but I've used Loopy before, so you could check that out. Source: over 4 years ago
Tracking Profound since Feb 2026.
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