
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.

Pyspread
Infinite grid of cells + code editor = Pandas + Excel + Github Copilot

Which is more popular?
Based on our record, op seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | tryprofound.com | opapp.io |
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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
Was It Enough? Ultimate Unsponsored Op-XY 8 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 op. 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 op yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Tracking Profound since Feb 2026.
We're building Python (mainly python pandas) + Spreadsheets at op (https://opapp.io). Would love to know what you think. The code editor is more like a built in code notebook. - Source: Hacker News / about 3 years ago
We're working on this at op (https://opapp.io). Pandas in a spreadsheet, just not an excel spreadsheet if you're able to jump ship. - Source: Hacker News / about 3 years ago
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