AI-powered search instruments like Perplexity or AI Mode in Google Search have been on the rise because the know-how has led to a big shift in person behaviour by way of how they’re trying up info on-line.
Utilizing AI chatbots, AI-powered search instruments, and agentic AI net browsers, customers can now get all types of responses again on nearly any subject conceivable. Whereas most of those merchandise have been designed to make it straightforward for customers to kind in something they like and get it to grasp them, there are distinctive methods of getting extra fascinating and helpful outcomes out of Perplexity AI.
This apply is usually known as ‘immediate engineering’ and has develop into a talent of its personal.
Earlier this 12 months, Perplexity briefly beat OpenAI’s ChatGPT to develop into the primary free app on Apple’s App Retailer in India following Bharti Airtel’s announcement that it’s freely giving a free one-year Perplexity Professional subscription to eligible customers within the nation.
The Jeff Bezos-backed startup additionally constantly updates its AI search engine to make sure that customers have entry to all the newest AI fashions, together with OpenAI’s newly launched GPT-5.2. Let’s check out how customers can rework Perplexity AI into their full-time analysis assistant that they will collaborate with for a number of workflows throughout varied disciplines.
Use Perplexity to automate literature evaluations
As an alternative of manually scanning dozens of papers, immediate Perplexity to summarise current analysis in a structured desk. Ask it to check strategies, floor disagreements in outcomes, and flag open questions.
That is particularly helpful when drafting background or evaluate sections shortly whereas maintaining citations in view. (Screenshot: X/Jainam Parmar)
Immediate: “Act as a analysis collaborator specialising in [field]. Search the newest papers (previous 12 months) on [topic], summarise key contributions, spotlight strategies, and establish the place outcomes battle. Format output as: Paper | Yr | Key Concept | Limitation | Open Query.”
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Evaluate varied AI fashions utilizing Perplexity
When evaluating competing AI fashions or programs, use Perplexity to drag collectively benchmarks, parameter international locations, inference, coaching methods, and so on, from the web and draft a tabular format comparability to assist customers assess real-world trade-offs. This may assist customers save time as they don’t have to dig by a number of sources earlier than making a call.
Tabular format comparability to assist customers assess real-world trade-offs.(Screenshot: X/Jainam Parmar)
Immediate: “Evaluate how [Model A] and [Model B] deal with [task]. Embrace benchmark outcomes, parameter measurement, inference pace, and distinctive coaching methods from their papers or weblog posts. Return in a comparability desk.”
Flip analysis papers into startup concepts
Perplexity isn’t just for analysis work, it could actually additionally assist translate your concepts into enterprise alternatives by scanning varied research and extracting the related, commercially helpful insights. This knowledge may also be translated into potential merchandise to focus on customers. This particular use case might be useful for founders, VCs, and entrepreneurs.
Immediate: “You’re a enterprise researcher. Primarily based on the newest papers in [field], establish 3 potential startup concepts that might emerge from these discoveries. Embrace: core perception, doable product, and goal person.”
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Draft coverage and grant proposals quicker
For coverage analysis or grant writing, you need to use Perplexity to assemble evidence-backed first drafts. By giving a structured immediate that features downside statements and current analysis/references, the AI instrument will reply with a neat define.
It may well assist translate your concepts into enterprise alternatives. (Screenshot: X/Jainam Parmar)
Immediate: “You’re a coverage researcher drafting a grant proposal on [topic].
Create a 1-page abstract with:
• Drawback Assertion
• Latest Proof (cited)
• Intervention Logic
• Anticipated Influence
• References”
Get deep explanations on any subject
It’s also possible to ask Perplexity to clarify complicated ideas at an skilled stage, utilizing historic context, analogies, and up to date citations. Then, ask it to summarise the core concepts into bullet factors. This use case is right for researchers who need depth with out having to wade by a number of books and analysis papers.
Immediate: “Clarify [complex concept] as if I’m a PhD who needs depth however no fluff. Use analogies, historic context, and citations from current literature. Then, summarise in 5 bullet takeaways.”
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Moreover these 5 suggestions, Perplexity may also be used to visualise theories into sensible fashions. It may well additional be used to map rising markets corresponding to AI infrastructure, edtech, and healthtech. One other widespread use case is immediately boosting content material credibility for skilled social posts.