November 14, 2025

| Updated October 26, 2026

Video |

Gen AI, Dataverse, Power Apps

Generative Pages vs Lovable: Power Apps AI Compared

AI-powered development tools are changing how applications are built, and Power Apps is no exception. Generative Pages introduces a new way to create functional model-driven app experiences using natural language, helping makers move from idea to working application faster. In this demonstration, Chris Alpiger explores how the capability works and what it means for Power Platform development.

Overview

Generative pages in Power Apps and Lovable both build working software from a plain-English prompt. Lovable creates a standalone web app on its own backend, and it's the faster route to something new and public-facing. Generative pages add AI-built pages to a Power Apps model-driven app, using the Dataverse data, security and licenses you already have. For internal business apps on Microsoft, generative pages are usually the better fit. For a new standalone or customer-facing app, Lovable usually is.

Someone on your team has tried Lovable. They described an app, watched it appear and now they're asking why your Power Apps projects take weeks.

It's a fair question. And since generative pages arrived, Power Apps has an answer of its own.
This comparison looks at both through the lens that matters to a business: where the app lives, who can see the data, what it costs and how much IT can control. Speed matters too, but it's rarely the thing that sinks an internal app 6 months in.

Chris Alpiger, a senior technical consultant at Rockhop, built a job requisition app with generative pages in about 5 minutes. Here's what that looked like.

The 2 Tools in Brief

What are generative pages in Power Apps?

Generative pages are AI-built custom pages for Power Apps model-driven apps. You describe the page, pick the Dataverse tables it should use, and an AI agent plans it, writes the React code and shows you the result. You keep chatting to change it, check the code and publish it into your app.

Microsoft has made the feature generally available in the US. In-browser building now covers the US, UK, Australia and Singapore, and AI coding tools like GitHub Copilot or Claude Code work anywhere.

What is Lovable?

Lovable is a browser-based AI app builder. You describe an app and it builds a full web app: a React front end, a backend for data and sign-in, and a live URL. It's built for speed from idea to working product, and it's popular with founders and product teams.

Lovable has also been adding business controls. Its Business plan includes workspace SSO and a security center, and Enterprise adds SCIM, audit logs and scheduled security scans.

Head to Head

    Swipe to view →
  
          Comparison category
        
          Generative pages
        
          Lovable
        
          What you get
        
          A page inside an existing model-driven app
        
          A standalone web app with its own URL
        
          Where the data lives
        
          Your Dataverse tables (up to 6 per page), with connectors and custom APIs in preview
        
          Lovable’s own Supabase-based backend
        
          Who can see what
        
          Your existing Dataverse security roles
        
          Set up per app, with SSO and a security center on business plans
        
          IT visibility
        
          Part of your Power Platform estate, in your solutions and admin tools
        
          Managed in a Lovable workspace, outside your Power Platform admin tools
        
          Moving to production
        
          Solutions and your normal deployment pipeline
        
          Publish to a Lovable domain or your own
        
          Who can use it
        
          Licensed Power Apps users
        
          Anyone you give access to, including external users
        
          Cost to build
        
          No extra AI or message credits
        
          Credit-based subscription, charged as you prompt
        
          Speed to a first working screen
        
          Minutes
        
          Minutes
        
          Front-end freedom
        
          High within the model-driven app, using Microsoft’s Fluent UI controls
        
          Very high, a full web app with any design
        
          Code access
        
          Edit the React code in Power Apps, or work in your own tools
        
          Code synced to GitHub, so you can take it anywhere
        
          Best for
        
          Custom screens in internal apps on Dataverse
        
          New standalone or public-facing apps and prototypes

"I've been really impressed with its reasoning skills and how it's able to infer meaning from what I'm saying...
If you're used to chatting with ChatGPT5, this is going to feel really natural."

Where Each One Wins

Where Lovable Wins

It builds the whole app. Front end, backend, sign-in and hosting come from one prompt. Generative pages add a page to an app you already have.

Anyone can use what you build. A Lovable app is a regular web app, so external users don't need a Microsoft license to use it.

More design freedom. You get a full web app with any look you want. Generative pages work inside the model-driven app and its theme.

The code travels. Lovable syncs your code to GitHub, so a developer can take it anywhere.

Anyone can use what you build. A Lovable app is a regular web app, so external users don't need a Microsoft license to use it.

More design freedom. You get a full web app with any look you want. Generative pages work inside the model-driven app and its theme.

The code travels. Lovable syncs your code to GitHub, so a developer can take it anywhere.

Where Generative Pages Wins

Your data stays where it is. The page reads and writes the Dataverse tables your business already runs on. There's no second database to keep in sync.

Your security already applies. Users see what their Dataverse security roles allow. Custom APIs run as the signed-in user, under the same rules.

IT can see it. Pages are solution-aware, so they move through dev, test and production like the rest of your app.

No meter running while you build. Building pages doesn't use extra AI or message credits. Lovable charges credits as you prompt, and reviewers report debugging loops burning through them.

The scale is real too. Microsoft's GA announcement quotes Network Rail's Power Platform technical lead, whose organization has 2,500 makers. Angel Limas at Accenture described going from concept to a fully functional experience in a day, work that used to take weeks.

The Verdict

    Swipe to view →
  
          If you're building...
        
          Use
        
          A better screen for an internal app that already runs on Dataverse
        
          Generative pages
        
          A new internal app where the data should live in Dataverse
        
          Generative pages, in a new model-driven app
        
          A fully custom web app that still needs Power Platform governance
        
          Power Apps code apps
        
          A public-facing app or tool for people outside your organization
        
          Lovable
        
          A quick prototype to test an idea before anyone commits
        
          Lovable
        
          A mobile-first app pulling from lots of systems
        
          Canvas apps

For most internal business apps on Microsoft, we'd start with generative pages. The page inherits the data, security, licensing and deployment you've already paid for and set up, and nothing new needs governing.

If you're building something that doesn't belong in your Microsoft estate, such as a customer-facing tool or a product prototype, Lovable will get you there faster and with fewer limits on design.

The mistake to avoid is the middle ground: a Lovable app quietly becoming the system of record for internal business data. That's a second backend, a second set of logins and a second security model your IT team didn't sign off on.

How to Build a Generative Page

There are 2 ways in, and both produce the same kind of page. Makers can build in the browser at make.powerapps.com, in the US, UK, Australia or Singapore. Developers can use AI coding tools like GitHub Copilot or Claude Code from anywhere, which Microsoft now recommends because they give access to the newest AI models.

In the browser:

Open a model-driven app for editing and select Add page > Generative page > Describe a page.
Describe what the page shows, what users do on it and how it should look. A rough sketch helps.
Add up to 6 Dataverse tables.
Generate the page, then keep chatting to change it.
Check the code on the Code tab, then Save and Publish.

Microsoft's full walkthrough is in its generative pages documentation.

Limits Before You Commit

Model-driven apps only. No canvas apps or other app types.

6 Dataverse tables per page. Split bigger pages into smaller ones.

US English prompts in the browser. Your page can support other languages, but you write the prompt in US English.

One maker at a time. There's no co-editing.

Connectors, custom APIs and telemetry are still in preview. Microsoft doesn't recommend preview features for production.

Only the first prompt and published code move with a solution. The full chat history stays behind.

One more that matters more than any of these. Microsoft is clear that the agent makes a best effort, and that you're responsible for checking the code meets your standards. A page that took 5 minutes to build still needs a review before every user sees it.

Your Team Wants Lovable Speed

Your IT team wants to know where the data lives. On the Power Platform you already pay for, you can have both.

See how we build modern applications on Microsoft, or talk to a rocker about the app your team keeps asking for.

talk to a rocker

Generative Pages FAQs

Is Power Apps generative pages the same as Lovable?

No. Both build working software from a prompt, but Lovable creates a standalone web app on its own backend. Generative pages add AI-built pages to a model-driven app, using your Dataverse data and security.

Are generative pages generally available?

Yes, in the US. In-browser building also covers the UK, Australia and Singapore. Connectors, custom APIs and telemetry are still in preview.

Can I use generative pages outside the US?

Yes. Build them with AI coding tools like GitHub Copilot or Claude Code, which work worldwide on public clouds.

Do generative pages cost extra?

Building them doesn't use extra AI or message credits. People using the app still need Power Apps licenses.

Can external users use a generative page?

They'd need access to your model-driven app and a Power Apps license. For apps aimed at people outside your organization, Lovable or Power Pages is usually a better fit.

Can I edit the code a generative page creates?

Yes. Open the Code tab, select Edit and save your changes as a new version. You can compare versions side by side.

Is Lovable safe for business data?

Lovable now offers SSO, a security center and security scanning, with audit logs on Enterprise. The bigger question is governance: a Lovable app runs on its own backend, outside the controls your Power Platform apps already have.