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Perplexity Labs Review: Deep Research and AI Coder in One Tool?

Discover Perplexity Labs: AI-powered research tool with interactive dashboards, stock analysis, and data visualization. Compare features to ChatGPT.

Last updated

June 18, 2025

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Perplexity Labs is the latest feature from Perplexity AI, and it's causing quite a stir in the world of AI research tools.

But is it worth the $20 upgrade to Perplexity Pro?

I took the plunge so you don't have to, and in this Perplexity Labs review, we'll explore whether this new offering lives up to the hype and whether this can compete with ChatGPT and tools like Lovable.

What Sets Perplexity Labs Apart?

Perplexity Labs isn't just another AI search tool. It's designed to generate more advanced final presentations, files, images, mini apps, and interactive elements.

In many cases, it can even produce downloadable code for your projects. Some examples of what you can create with Perplexity Labs include:

  • Flashcards for studying
  • Presentation slides
  • Sales automation tools
  • Financial report analysis

One of the key features that distinguishes Perplexity Labs is its access to multiple data sources. Users can search the web, academic papers, social media, and financial data. There's also an option to attach files, giving the AI access to even more information.

Perplexity Labs vs ChatGPT: AI Research Tool Comparison

When comparing Perplexity Labs to other AI tools like ChatGPT, several key differences emerge:

  • Depth of research capabilities: Perplexity Labs can access multiple data sources simultaneously, potentially providing more comprehensive results.
  • Data visualization and chart creation: Unlike ChatGPT, Perplexity Labs can generate custom charts and graphs to visualize data.
  • Access to real-time information: Perplexity Labs can pull current data, making it more suitable for up-to-date analysis.
  • Customization options: Users have more control over the sources and types of data used in their research.

Interactive AI Dashboards and Stock Analysis with Perplexity Labs

To test the capabilities of Perplexity Labs, I asked it to create an in-depth document analyzing the latest Shopify stock 10K data. The results were impressive:

  • Perplexity Labs generated a detailed report with custom charts and graphs.
  • The analysis appeared to use more sources than a typical AI research tool would.
  • The report included visual elements that enhanced the presentation of the data.

This feature could be particularly useful for creating research reports that require data visualization, something that traditional AI chatbots often struggle with.

Deep research on Perplexity
Perplexity created a report on Shopify

AI-Powered App Creation: QR Code Generator Example

I also tested Perplexity Labs' app creation capabilities by asking it to build an AI app without code for a QR code generator with tracking. Here's what happened:

  • The AI searched Reddit to understand user needs for QR code generators.
  • It provided a comparison of different QR code generator features.
  • Perplexity Labs created a basic app interface with a generator and analytics section.

While the app looked promising, it didn't function correctly when tested. This suggests that for app development, specialized tools like Lovable might still be a better choice.

QR code generaotr
It created a QR code generator

Creating Interactive Dashboards with Perplexity Labs

Another test involved asking Perplexity Labs to build an interactive dashboard of the current US national debt. The results were quite impressive:

  • The AI created a functional dashboard that updates in real-time.
  • It included historical trends and projections.
  • The dashboard featured multiple pages with different data visualizations.
  • Perplexity Labs provided the Python code used to create the dashboard.

This example showcases the potential of Perplexity Labs for creating interactive data visualizations and reports.

Interactive dashboard
Creating an interactive dashboard with prompts

Is Perplexity Labs Worth the Upgrade?

After testing Perplexity Labs, here's my take on whether it's worth the $20 upgrade:

  • For researchers, students, and professionals who need to create research papers or reports with charts and dashboards, Perplexity Labs is an excellent tool.
  • The ability to create interactive dashboards with real-time data is a standout feature.
  • For app development, specialized tools like Lovable or FlutterFlow might still be better options.
  • The depth of research capabilities and data visualization options make Perplexity Labs a strong contender in the AI research tool market.

Ultimately, whether Perplexity Labs is worth the upgrade depends on your specific needs. If you frequently create research reports or need to visualize complex data, the $20 investment could significantly enhance your workflow.

Perplexity Pro Features: Beyond Labs

While this review focuses on Perplexity Labs, it's worth noting that the Pro upgrade includes other features as well:

  • Custom AI models for personalized responses
  • Higher usage limits
  • Priority access to new features
  • Ad-free experience

These additional benefits could make the Pro upgrade even more valuable for frequent users of Perplexity AI.

Practical Applications of Perplexity Labs

Based on our tests, here are some practical ways you might use Perplexity Labs:

  • Students can create visually appealing research papers with custom charts and graphs.
  • Financial analysts can generate interactive dashboards for stock analysis and market trends.
  • Researchers can compile and visualize data from multiple sources for comprehensive reports.
  • Business professionals can create data-driven presentations with real-time information.

The versatility of Perplexity Labs makes it a valuable tool for anyone who regularly works with data and needs to present it in an engaging way.

Want more on AI app builders? Watch our breakdowns here:

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FAQ (Frequently Asked Questions)

What is Perplexity Labs?

Perplexity Labs is a new feature from Perplexity AI that allows users to create advanced presentations, files, images, mini apps, and interactive elements using AI technology.

How much does Perplexity Labs cost?

Perplexity Labs is available as part of the Perplexity Pro upgrade, which costs $20.

Can Perplexity Labs replace specialized app development tools?

While Perplexity Labs can create basic app interfaces, it may not fully replace specialized tools for complex app development. Tools like Lovable or FlutterFlow might still be better for dedicated app creation.

What types of data sources can Perplexity Labs access?

Perplexity Labs can access web data, academic papers, social media, financial data, and even attached files provided by the user.

Is Perplexity Labs better than ChatGPT for research?

Perplexity Labs offers some advantages over ChatGPT for research, including access to multiple data sources, the ability to create custom charts and graphs, and access to real-time information.

Who would benefit most from using Perplexity Labs?

Researchers, students, financial analysts, and business professionals who need to create visually appealing reports or presentations would benefit most from Perplexity Labs.

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Access all of this with No-Code MBA Unlimited
Unlock premium step-by-step tutorials building real apps and websites
Easy to follow tutorials broken down into lessons between 2 to 20 minutes
Get access to the community to share what you're building, ask questions, and get support if you're stuck
Friendly Tip!
Companies often reimburse No Code MBA memberships. Here's an email template to send to your manager.