Perplexity API Platform

What do you like best about the product?

I use Perplexity mainly for its range of models which I find very useful. Claude helps me centralize all my research data in one place and organizes my files. I also appreciate Gemini's ability to provide the best outputs for simple and immediate queries. ChatGPT is great for the content sides of the business. Centralization of research through Perplexity speeds up my decision-making process and removes the need for cross-team communication. I also found the setup easy, with all models readily available, and the enterprise setup isn't difficult.

What do you dislike about the product?

The context memory across different chats with different models doesn’t always hold perfectly. I wish it could hold the memory better, but I'm not sure how those improvements could be implemented as I'm not a software engineer or familiar with machine learning.

What problems is the product solving and how is that benefiting you?

I use Perplexity to centralize research, speeding up decision-making and reducing the need for cross-team communication by answering unfamiliar questions.

What do you like best about the product?

What I like most is how quickly I can get a complete answer without needing to open a dozen browser tabs. It doesn’t just give me a response—it also shows where the information came from, so I can go back to the original sources whenever I want to dig deeper. That makes me feel much more confident when I’m researching technical topics or weighing different options.

I use it often for programming questions, automation testing, API troubleshooting, and learning new technologies. It does a solid job of pulling information together from multiple sources and presenting it in a way that’s easy to understand and follow. The follow-up questions also feel natural, which lets me keep the conversation moving instead of having to start over each time.

The interface is clean and fast, and I appreciate that it gets straight to the point without a lot of clutter. I’ve also found it helpful for summarizing long articles and documentation when I don’t have time to read everything end to end.

Overall, it’s become one of the first tools I open whenever I need to research something, understand a new concept, or get a quick answer backed by reliable references. It saves me time almost every day.

What do you dislike about the product?

I don’t have any major complaints, but there are a few areas that could be improved. At times, the answers feel a bit too brief for more complex topics, so I end up asking a couple of follow-up questions to get the level of detail I’m looking for. On the flip side, for simpler questions it can occasionally provide more information than I actually need.

I’ve also noticed that when a topic is changing quickly, it’s still worth checking a few of the linked sources rather than relying only on the summary. It’s not a big issue since the references are right there, but I still prefer to verify important information.

Aside from those minor points, the overall experience has been smooth. It’s fast, easy to use, and the time it saves during research easily outweighs these small drawbacks.

What problems is the product solving and how is that benefiting you?

It has made my research much faster by pulling information from multiple sources into a single response. Instead of opening several websites, reading through articles, and trying to piece everything together on my own, I can get a clear, well-organized summary with links to the original sources in just a few seconds.

I use it often when I’m troubleshooting automation issues, learning new tools, comparing technologies, or trying to understand unfamiliar concepts. It gives me a solid starting point, and when I need more detail, I can jump into the cited sources without having to repeat the same search process.

It’s also been useful for summarizing long documentation and articles, which saves me a lot of time—especially when I need to grasp something quickly before getting back to work. Overall, it has reduced the time I spend searching for information and made it easier to find reliable answers backed by supporting references.

What do you like best about the product?

I'd say the citations. I can quickly check where an answer came from instead of just trusting the AI. Makes researching stuff way easier, and I end up wasting less time double-checking everything.

What do you dislike about the product?

Probably the message limit when I'm in the middle of researching something and suddenly I have to wait.

What problems is the product solving and how is that benefiting you?

It saves me from opening 10 different tabs. I can get a quick answer with sources, and if I want, I can dig deeper. Makes research much faster.

What do you like best about the product?

What I like best about Perplexity is how it combines the speed and conversational nature of an AI assistant with real-time web search, delivering sourced, up-to-date answers rather than relying solely on a static training dataset. Unlike traditional AI chatbots that can confidently produce outdated or hallucinated information, Perplexity actively searches the web for every query and presents answers with inline citations, so you can verify the source of every claim immediately without having to do a separate search to fact-check the response.

The answer quality for research heavy queries is particularly impressive. Whether I'm looking up recent security advisories, checking the latest software version, or researching a vendor's current product capabilities, Perplexity surfaces accurate, current information in a clean, readable format that gets straight to the point without unnecessary padding or generic filler content.

The follow-up question capability within the same thread is another standout feature. Being able to drill deeper into a topic conversationally asking follow-up questions that build on the previous answer without losing context makes it genuinely useful for complex, multi-layered research tasks that would otherwise require multiple separate searches across different browser tabs. For an IT professional who regularly needs current, accurate technical information quickly, that combination of real-time search and conversational depth is a significant productivity advantage.

What do you dislike about the product?

While Perplexity is a genuinely useful research tool, there are some friction points worth highlighting from a power user perspective. The most noticeable limitation is answer inconsistency on complex or nuanced technical topics, the quality of responses can vary significantly depending on the quality and recency of the sources it pulls from. If the top search results for a query are outdated, incomplete, or from low-authority sources. Perplexity's answer reflects that without always flagging the reliability gap clearly enough.

The source selection can also be frustrating at times. Perplexity doesn't always prioritize the most authoritative or relevant sources official vendor documentation, peer-reviewed research, or primary sources are sometimes overlooked in favor of blog posts or aggregator sites that summarize the same information less accurately. For technical queries where precision matters, that source quality inconsistency requires additional verification that sometimes undermines the time-saving benefit.

The free tier limitations are another genuine pain point. Features like file upload, advanced model selection, and higher query limits are locked behind the Pro subscription, which feels restrictive for users who want to use it seriously as a daily research tool without committing to a paid plan.

Compared to dedicated AI assistants like ChatGPT or Claude, Perplexity's ability to handle complex, muti-step reasoning tasks or generate structured long-form content is more limited. It excels at search-grounded answers but falls shorts when the task requires deeper analytical thinking, content generation, or working through a problem iteratively over a long conversation thread.

What problems is the product solving and how is that benefiting you?

Perplexity solves one of the most frustrating limitations of traditional AI assistants the reliance on a static training dataset that becomes outdated the moment it is compiled. For anyone working in a fast-moving field like IT security, where threat landscapes, software versions, vendors advisories, and best practices change constantly, an AI tool that can only reference information up to a fixed cutoff date has significant practical limitations. Perplexity eliminates that problem entirely by grounding every response in real-time web search which means the answer are current, sourced, and verifiable rather than potentially months or years out of date.

From a day-to-day IT administration perspective, it solves the research fragmentation problem. Previously getting a reliable answer to a technical question meant opening multiple browser tabs, skimming through vendor documentation, cross-referencing forum posts, and piecing together an answer manually. Perplexity compresses that entire workflow into a single conversational query that returns a structured, sourced answer in seconds, with inline citations that make verification straightforward rather than a separate exercise.

The benefit for security related research is particularly significant. When investigating a new CVE, checking whether a vendor has released a patch, or validating current best practices for a specific configuration, having a tool that searches authoritative sources in real time and summarizes the findings clearly saves meaningful time compared to traditional search engine workflows.

Overall Perplexity has become a reliable first stop for any research task that requires current information, reducing the time spent on manual search and verification while maintaining the source transparency needed to trust and act on the answers in a professional IT environment.

What do you like best about the product?

What I like best about Perplexity is its ability to provide concise, well-structured answers with cited sources, making it easy to verify information without opening multiple websites. The follow-up question feature keeps research conversational, while the focus modes help narrow down searches to academic papers, web results, or specific sources. It saves me significant time when researching technical topics and comparing information across multiple references.

What do you dislike about the product?

While Perplexity is excellent for research, it occasionally provides outdated or less relevant sources for rapidly changing topics. Some responses are overly concise and require additional follow-up question prompts to get deeper explanations. I’d also like more control over source filtering, improved citation quality for niche topics, and stronger personalization so it can remember my preferred research style across sessions.

What problems is the product solving and how is that benefiting you?

Before using Perplexity, I had to search across multiple websites, compare information manually, and verify sources, which made research time-consuming. Now it consolidates reliable information with citations into a single response, allowing me to research technical concepts and academic topics faster. This has reduced my research time by approximately 40–50% while improving the accuracy and efficiency of my work.

What do you like best about the product?

I usually turn to perplexity when I want to access recent information or when I have to compare multiple resources quickly. What I like the most is that we can actually see the resources it actually used to give us the desired information which makes further research a lot easier.

What do you dislike about the product?

The downside to it is that I feel it relies too heavily on small number of resources, so usually I prefer checking resources on my own before making any major decisions. Also the free preview limit reaches very quickly.

What problems is the product solving and how is that benefiting you?

It helps me to save time spent onto various websites. Instead of opening 10 browser tabs, I can get summarized overview with links to the original resources. As a CS student this is useful especially when researching frameworks as I can quickly understand the topic and then deep dive into the references that matter.

What do you like best about the product?

"I like how quickly Perplexity delivers clear, well-sourced answers and lets me ask follow-ups naturally — it feels like a smart, reliable research companion."

What do you dislike about the product?

It can sometimes give brief or inconsistent answers, and I usually need to verify important information from other sources.

What problems is the product solving and how is that benefiting you?

Perplexity helps me find accurate information quickly by summarizing results from multiple sources. It saves me time on research and makes it easier to verify information with citations.

What do you like best about the product?

The way it combines search and AI together , you get actual answers with sources instead of just a list of links to go through.

What do you dislike about the product?

Sometimes the answers are too brief and miss the nuance , wish it gave more depth on complex topics without having to prompt it multiple times.

What problems is the product solving and how is that benefiting you?

It cuts down the time spent searching through multiple tabs. Getting a direct answer with sources in one place makes research a lot faster and less frustrating.

What do you like best about the product?

The best about perplexity is its verified data source for whichever the output it is providing

What do you dislike about the product?

Dislike about perplexity is its high plan cost

What problems is the product solving and how is that benefiting you?

The problem that perplexity solving is dealing with AI for unknown things. If i am new to something I can ask perplexity and it explains the thing very accurately.

What do you like best about the product?

What I like best about Perplexity is its simple and clean interface, which makes finding information quick and easy. The AI provides direct answers and includes sources, so I can verify information without searching through multiple websites. It performs well for research, study, and learning new topics, and the responses are usually fast. I also got access through my Airtel subscription, which made it a cost-effective way to use advanced AI features. Getting started was easy, and I was able to use it effectively without much learning.

What do you dislike about the product?

One thing I dislike about Perplexity is that some AI-generated answers can be too brief or occasionally miss important details, so I still need to verify information from the cited sources. The free version also has limitations on advanced features. I would like to see more detailed explanations for complex topics and better integration with productivity tools to make research workflows smoother.

What problems is the product solving and how is that benefiting you?

Before I started using Perplexity, I often had to dig through multiple websites to find reliable information for my studies and projects. Now I can get clear, summarized answers in one place, along with source links, which saves me time and makes research much easier. It helps me quickly grasp new topics, double-check information, and track down useful references when I need them. And because I access it through my Airtel subscription, I also get extra features at no additional cost, which improves the overall value for me.