Lovable doesn’t just build full-stack apps, it runs deep analysis on your files and data, generates professional documents, creates images and videos, and gives you real assets you can download and use. All from the same conversation where you build your product.
The spreadsheet you wrestle with at midnight. The pitch deck you're scrambling to format. The feedback you’re stitching together across three tools. The invoice you forgot to send. The product launch video. The market insights buried in a Slack channel you haven't opened in two weeks.
That’s over. Lovable now handles every format you throw at it, spreadsheets, PDFs, slide decks, Word docs, images, and even video — all connected to the backend you’ve already set up. It reads your data inputs and context, runs real analysis, and generates professional documents and files you can edit, download and send.
Quick examples of what you can use Lovable for:
- Analyze data from every file, app, and integration. Drop in a CSV, a pdf., and ask to include extra info from any connector. Get visual insights in seconds.
- Generate reports, docs, and presentations. For example, marketing reports, investor decks, changelogs, and invoices. Professional, on-brand output and ready to download.
- Turn any file into a working app. Upload a spreadsheet, a PDF spec, or screenshots. Lovable turns it into a fully functional product.
- Create and edit spreadsheets, PDFs, and slide decks. Build them from scratch or refine what you already have. Export in the format you need.
- Research and plan your next feature. Pull feedback from connected tools and your Lovable apps, analyze trends, and see what to build next.
- Generate insights from your usage and app data. Understand retention, feature adoption, and user behavior without a business intelligence team.
- Create images, videos, and more. Just ask Lovable to create an image or a video. Describe what you want. Download it straight from the chat.
How it works
Lovable’s AI agent can now run code and execute small scripts to manage tasks like data analysis and file processing directly, not just generate text. It can install tools, run python scripts for deep data analysis, convert file formats, and check its own output, all in a secure environment. That’s what makes the difference: Lovable doesn’t read what your data says. It runs the numbers and shows you.
More real-world use cases and prompt examples
From raw data to funded startup in one conversation
Say you’re exploring your next business idea. You have two Excel files with industry research and a couple of PDFs full of market data. You drop them into Lovable with: “Help me find the best opportunity at the intersection of health and food.” Lovable crunches the numbers, researches trends on the web, and hands you back a PDF report with market sizing, impact analysis, and a shortlist of opportunities backed by market data. You pick the winner, and build it. When you’re ready for launch, ask Lovable to help you create social posts and marketing copy for you. Four prompts. From napkin idea to investor-ready.
Analyze anything you throw at it
Upload your revenue data. Ask for conversion rates over the last 90 days. Connect Amplitude and ask which features your most retained users are using. Get an answer in seconds, not a BI ticket that takes two sprints. Upload 80 messy survey responses. Ask for sentiment analysis broken down by theme. In under a minute, you know how your users feel and what patterns keep surfacing.
Generate reports stakeholders will take seriously
You’ve got users. You’ve got growth numbers. Turning that into 10 slides that make an investor lean forward used to take a weekend. It needs to look sharp, and it needs real numbers.
Try this: “Create a pitch deck for my app with user growth, revenue trends, and key wins.”
Need a weekly ops report? A monthly investor update? A quarterly metrics summary? Same workflow. Describe the structure, point to the data, and download the result.
Turn any file into a working app
You have a spreadsheet that’s doing too much. Formulas breaking, columns overflowing, colleagues afraid to touch it. Upload it. Tell Lovable: “Turn this into an app with filters, search, and role-based access.” You get a working product backed by a real database, not another fragile spreadsheet. It works with other file types too. Upload a PDF spec and say “Build this.” Drop in a screenshot of a competitor’s product and say “Make something like this, but better.” Upload a .png export and watch it become a functional app. The file is the brief. Lovable does the rest.
Try this: “Take this Excel tracking sheet and turn it into a web app with dashboards and user login.”
Create and edit spreadsheets, PDFs, and slide decks
Sometimes you don’t need an app. You need a document. Type: “Generate a branded PDF invoice for Acme Corp with three line items, 15% tax, and my logo.” Download it. Send it before your client follows up. Need a slide deck for a partner meeting? Describe the structure and Lovable builds it as a PowerPoint. Want to update last month’s spreadsheet with new data? Upload it and describe the changes. Lovable edits it and gives you the updated file. Create from scratch or refine what you have. Export as PDF, PowerPoint, Excel, Word, or CSV.
Try this: “Create a professional invoice for my company branding, itemized services, and payment terms.”
Research and plan your next feature
You know you need to build something next. You’re just not sure what. Ask Lovable to use your app usage data to understand your most used features.
Connect Slack and pull the last month of your #feedback channel. Lovable summarizes the most requested features as a ranked list, runs sentiment analysis across every message, and visualizes how users feel about the product. Then ask Lovable to research how competitors handle the top request. Get a summary with screenshots and a recommended approach. In the same conversation, start building the feature. From feedback to shipped feature, without switching tools.
Try this: “Connect to Slack, pull feedback from #product-requests, and rank the top 10 feature requests by frequency.”
Process and create CSVs, images, videos, and more
Lovable handles the file types founders deal with daily. Upload 2D product images. Ask Lovable to turn them into a 3D animation for your launch page. The agent spins up a secure processing environment and handles it end to end. Need a launch video? Just describe what you want and Lovable generates it. Want to clean up a messy CSV before importing it into your app? Upload it and describe the transformation. Got a batch of images that need resizing, watermarking, or format conversion? Lovable processes them and gives you the output files.
Try this: “Take these product images and create a 3D rotating animation I can use on my landing page.”
Pull meeting notes into working prototypes
Connect Granola to Lovable. Say: “Read my client call from today and build a prototype based on what they asked for.” Lovable reads the transcript, extracts the requirements, and starts building. Your client described what they wanted in a meeting. By the time they check their email, you’ve already sent them a working demo.
Try this: "Connect to Granola, pull today’s client call, and build a prototype based on their feature requests."
Everything you need to build, scale and run a real business in one place
With Lovable doing more than just building, the gap between having a product and running a company just got a lot smaller.
Upload files. Connect your tools. Ask questions. Generate documents. Download them. Ship. One conversation, all connected to your apps and your data.
Supported file types
PowerPoint, Word, PDF, CSV, Excel, JSON, XML, images (JPEG, PNG, GIF, WebP), text files, and video.
