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Perplexity has launched Labs, a Pro-only mode for building tangible project outputs. These outputs include reports, charts, dashboards, and mini web apps, created directly within the platform.

Labs is part of a three-tier system that includes Search for quick answers, Research for in-depth analysis, and Labs for full project execution.

What Labs Can Do

Labs enables multi-step workstreams that typically take about 10 minutes. These workflows include browsing, code writing and execution, and file creation.

The Assets tab automatically organizes output files, such as charts, CSVs, images, and code.

The App tab allows deployment of lightweight web apps and dashboards within the workflow.

Feature Showcase

Labs supports code generation for spreadsheet formulas and data processing.

It also enables the creation of interactive dashboards built from natural language prompts, eliminating the need for manual coding.

Additionally, Labs produces actionable reports and charts that are formatted for download or sharing.

Voices from Early Users

One Pro user described Labs as a game changer, explaining that tasks that once took hours can now be completed in under 10 minutes.

On Reddit, a user noted that Labs requires precision, as it is best suited for well-structured, one-shot workflows, and for now it lacks the ability to reiterate to complete a project.

Why Perplexity Labs Matters

Labs represents a shift from a search engine to a productivity platform that competes with AI tools from Google and Microsoft.

It is ideal for professionals in marketing, finance, research, and real estate who need fast and polished deliverables.

Labs also supports Perplexity’s Pro growth strategy by adding real output capabilities to its $20 per month pricing tier.

Key Takeaways

Question	Insight
What is Labs?	A workflow tool that converts prompts into complete projects.
Who can use it?	Pro subscribers on web, iOS, and Android. Desktop support is coming soon.
How long does it take?	About 10 minutes compared to hours or days when done manually.
Output types?	Reports, dashboards, code, mini apps, all of which are downloadable.
Any limitations?	Limited follow-up handling. Labs is best for one-shot workflows.

Sample Projects: What You Can Build with Perplexity Labs

Perplexity Labs transforms complex prompts into fully polished, multi-modal outputs. Here are two standout examples from the Perplexity Labs Project Gallery.

Google’s AI Future: In-Depth Strategic Report

This project delivers a comprehensive 20-year analysis of Google’s AI positioning.

The report covers the competitive landscape, market dynamics, and risk assessments.

It includes multiple structured tables and visual aids.

This project demonstrates Labs’ ability to synthesize large-scale, multi-source research into an elite-grade business report.

Enhanced Global Economic Indicator Tracker

This interactive dashboard visualizes real-time global economic data.

Key features include:

• Interactive geographic maps with drill-down insights.
• A correlation matrix between key indicators such as GDP, inflation, and markets.
• Predictive scenario modeling that includes examples like an oil price shock or a Federal Reserve rate change.
• Portfolio sensitivity analysis with risk recommendations.
• A live news feed that provides sentiment analysis.

This project showcases Labs’ capability to create interactive web apps powered by AI.

See More

The Perplexity Labs Project Gallery contains many additional examples, including marketing reports, interactive dashboards, and creative tools.

Looking Ahead

Future improvements for Labs include expanding its follow-up and iterative capabilities.

Labs will also integrate with enterprise tools such as Google Sheets and APIs.

Web desktop apps for Mac and Windows are planned, along with a broader model and plugin ecosystem that will include the Comet browser.

Final Thoughts

Perplexity Labs represents a significant strategic advancement. The platform now delivers full projects with AI assistance. For professionals, this means workflows that are faster, less complex, and capable of producing versatile output assets.

Although Labs’ handling of iterative workflows needs further refinement, this shift introduces new possibilities for AI as a coworker rather than just an assistant.

Real project examples like the Google AI report and the Global Economic Dashboard can help users decide whether upgrading to Pro would provide valuable new capabilities for their workflows.

It will be exciting to see enhancements in follow-up dialogs, enterprise workflows, and deeper integrations with existing productivity tools.