
ChatGPT
Claude AI
Gemini
Poe
DeepSeek
Claude by Anthropic
Jasper.ai
Ask anything

marbot
BotDeploy
Steampipe
Amazon AWS
AWS Commands Set
Heroku ChatOps for Slack
Chatbot Commands by DailyBot
Rich link previews for AWS console links in Slack

Which is more popular?
Based on our record, Perplexity.ai seems to be more popular. It has been mentioned 65 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | perplexity.ai | cloudref.app |
| Pricing | — | |
| Platforms | — | |
| Company | Startup from the United States | 2025 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Perplexity.ai yet.
Cloud Ref provides rich link previews for AWS console links and ARNs - you get handy summaries of your AWS resources, as you discuss them, right in your Slack chat. Help your team get up to speed, deploy faster and solve issues sooner.
What each product offers, as listed by its team.


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
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Walkthroughs and reviews on video.
Perplexity.ai, Explained in 45 Seconds
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Perplexity.ai and CloudRef App.
CloudRef App's answer:
Cloud Ref works where your engineers meet - on Slack, quickly bringing context from your cloud infrastructure right into the chat. No more useless previews of links to the console!
Share your experience with using Perplexity.ai and CloudRef App. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Perplexity's built-in prompt suggestions cover research and analysis workflows that overlap significantly with AIPRM's most popular templates. No extension, included with the base product.
this tool is powerful for article writing with sources already mentioned. just give him a topic/company name it will research for you everything about it. Really reliable tool.
Perplexity AI offers a unique approach to AI content generation. It has multiple modes, allowing it to adapt to various writing needs. Whether you need to draft emails, create conversational agents, or write an essay,...
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Recommendations tracked on public social media and blogs since March 2021.


> tried using ChatGPT to search for original sources That's a bad idea, do not do that. Regardless of the the knowledge contained in ChatGPT, it's completely wrong tool/tech - like using a jackhammer as a screwdriver. If your want... - Source: Hacker News / about 2 years ago
Perplexity[0] is a service whose primary feature is this "assistant" style search, which is an auxiliary featyre for Kagi. [0] https://perplexity.ai. - Source: Hacker News / about 2 years ago
You can get the sweet spot with https://perplexity.ai/ for many cases. It does the searches, aggregated answer, and the actual supporting links. It got back with "The URL for Alpine Linux's style guide for commit messages can be found in... - Source: Hacker News / about 2 years ago
Tracking CloudRef App since May 2025.
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Gemini, formerly known as Bard, is a generative artificial intelligence chatbot developed by Google. Based on the large language model (LLM) of the same name, it was launched in 2023 in response to the rise of OpenAI's ChatGPT.
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