
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.

Which is more popular?
Based on our record, Upwork seems to be more popular. It has been mentioned 331 times since March 2021.
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | tryprofound.com | upwork.com |
| Pricing | — | |
| Company | — | Startup from the United States |
| 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
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Profound Tutorial & Review For Beginners 2026
More videos
Avoid Upwork! – Freelancers Beware: Upwork 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 Upwork. 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...
Upwork is one of the largest freelance marketplaces, offering a wide range of services across industries such as tech, writing, marketing, and design. Its reputation system allows employers to see past client reviews...
Upwork offers a staggering range of job categories, from writing and editing to web development, marketing, design, and even virtual assistance. This makes it a valuable resource for businesses with specific project...
✅ Upwork’s strengths, weaknesses, and issues;✅ What do websites like Upwork offer to compete against it (for example, Upwork time tracking);✅ Which Upwork competitors to turn to with your specific needs.
Recommendations tracked on public social media and blogs since March 2021.


Tracking Profound since Feb 2026.
Upwork: Great for beginners, wide variety of projects. - Source: dev.to / about 2 years ago
If you are learning web development, goto upwork.com and start doing projects. Your old projects & code is a lot more valuable than some references from a company. Source: almost 3 years ago
I just wanted to say, for anyone reading this far: this is the sort of thing you can hire a programmer to whip up for you to carry around on your phone. u/dark_rug just up and did it, but for anybody else finding themselves with a... Source: almost 3 years ago
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