
Otterly.AI
SEMRush
Ahrefs
LLMrefs
Am I on AI
Promptwatch
Diploria AI
Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

n8n.io
Zapier
Huginn
Bizagi
ifttt
Competitive Business
ampEducator
Node-RED is a programming tool for wiring together hardware devices, APIs and online services in new and interesting ways.

Which is more popular?
Based on our record, Node-RED seems to be more popular. It has been mentioned 128 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | tryprofound.com | nodered.org |
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What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Profound Tutorial & Review For Beginners 2026
More videos
Intro to Node-RED: Part 1 Fundamentals
How often each product is chosen within a category, 0–100% relative to the other.


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


Profound offers a free 7-day trial with 50 daily prompts on ChatGPT, Gemini and AI Overviews. After that it's Enterprise only, priced on a demo call, with up to 9 engines.
Say they read the public interface: Miraqo, SE Ranking, Otterly.AI, Peec AI (logged out; its add-on models run through APIs) and Profound. Semrush says its answers are "captured from real requests and not via any APIs...
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...
Node-RED is a flow-based development and programming tool for visual programming presented in the market by IBM for wiring together online services and hardware devices as part of the internet of things. Web...
Node-RED is a visual tool for lining the Internet of Things, i.e., wiring together hardware devices, APIs, and online services in new ways. Built on Node.js, Node-RED describes itself as “a visual means for wiring the...
If you would like to know how to build your own home automation system with Node-RED, Raspberry Pi, ESP8266 and Arduino, I’ve just released a new course on this subject: Build an Home Automation System for $100.
Recommendations tracked on public social media and blogs since March 2021.


Tracking Profound since Feb 2026.
HomeAssistant is probably doing too much for what you need. Imo it's not a good piece of software. https://nodered.org/ is maybe a better fit. Or just some plain old scripts. - Source: Hacker News / 8 months ago
Ahh, you didn't create Node-RED editor. That's an external project. https://nodered.org/. - Source: Hacker News / over 1 year ago
Node Red is a unique application that provides a graphical programming environment. With this, you can define input to output transformation with any level of complexity, including reading, parsing, formatting, and output with optional... - Source: dev.to / almost 2 years ago
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