
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.

Xfce
GNOME
LXDE
LXQt
KDE Plasma Desktop
KDE
Cinnamon Desktop
The MATE Desktop Environment is the continuation of GNOME 2. It provides an intuitive and attractive desktop environment using traditional metaphors for Linux and other Unix-like operating systems.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | tryprofound.com | mate-desktop.com |
| Pricing | — | |
| Listed in |
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
No analysis of MATE yet.
Walkthroughs and reviews on video.
Profound Tutorial & Review For Beginners 2026
More videos
Mate Endurance PE Treatment - Two Month Review
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Profound and MATE. 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...
MATE is actively being developed in order to enable new technologies while maintaining a conventional desktop experience. Ubuntu MATE features low system requirements, making it appropriate for current workstations,...
Development of Mate was started by Arch Linux as a fork and continuation of GNOME 2 in response to the negative reception of GNOME 3. Therefore, this desktop is the first choice for many users that liked GNOME 2.
MATE was created as a response to the drop in user experience when Gnome 3.x was launched. Being a fork, it’s very similar to Gnome’s predecessor and adds more features along with additional community support. This...
When comparing Profound and MATE, you can also consider the following products.

Stay ahead by monitoring and your content & brand across major AI Search Platforms. With Otterly.AI, you can automatically track brand mentions and website citations on Google AI Overviews/AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.
Compare Otterly.AI to Profound or MATE:

Xfce is a lightweight desktop environment for UNIX-like operating systems. It aims to be fast and low on system resources, while still being visually appealing and user friendly.
Compare Xfce to Profound or MATE:

All-in-one Marketing Toolkit for digital marketing professionals.
Compare SEMRush to Profound or MATE:

An easy and elegant way to use your computer, GNOME is designed to put you in control and get things done.
Compare GNOME to Profound or MATE:

Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!
Compare Ahrefs to Profound or MATE:

Why will you like it? Less resource needs. You can use it on your less-pricey embedded board or salvaged computer. Component-based design. Don't want something in LXDE, or you don't want to use LXDE but only part of it?
Compare LXDE to Profound or MATE: