
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.

GitHub Actions
Netlify Build Plugins
CTO.ai
Pacgie
GitHub Enterprise
GitHub Student Developer Pack
Adobe Color CC
Tools to build on and improve your workflow

Which is more popular?
Based on our record, GitHub Marketplace seems to be more popular. It has been mentioned 23 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | tryprofound.com | github.com |
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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
No analysis of GitHub Marketplace yet.
Walkthroughs and reviews on video.
Profound Tutorial & Review For Beginners 2026
More videos
From side project to profitable business on GitHub Marketplace - GitHub Universe 2018
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Profound and GitHub Marketplace. 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...
We have no reviews of GitHub Marketplace yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Tracking Profound since Feb 2026.
Does this products directly compete with GitHub Models [1]? [1] https://github.com/marketplace?type=models. - Source: Hacker News / 8 months ago
I do like the idea of crowd-sourced collections of resources like skills. It might be more useful if it was an index of skills managed in GitHub. Sort of like GitHub actions which can be browsed in the marketplace[1] but are ultimately... - Source: Hacker News / 9 months ago
GCP Artifact Registry is an OCI Container Image Registry. It looks like there there are a few GitHub Actions for pushing container image artifacts to GCP Artifact Registry: - Source: Hacker News / over 1 year ago
When comparing Profound and GitHub Marketplace, you can also consider the following products.

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Automate your workflow from idea to production
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All-in-one Marketing Toolkit for digital marketing professionals.
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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!
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Build, share & run developer workflows in the CLI + Slack
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