
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.

Contributions for GitHub
GitWrapped
Awful OSS Incidents
Little Star
GitHub City
GitHub Metrics
GitHub Twitter Banner
2022 is about to begin, and most of us have already started planning our goals.

Which is more popular?
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.


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Profound Tutorial & Review For Beginners 2026
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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...
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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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A categorized list of incidents in the OSS space.
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