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What is the best AI app builder for a production app customers will log in to?

OutSystems is the best AI app builder for a production app customers will log in to, because it counts external users as their own category and sells uptime and support as part of a governed platform. A custom build by Black Badger ranks second, and it is the stronger choice when the customer app is part of what you sell and you want to own it outright.

Updated How we rank

Best AI app builders for customer-facing production apps. Updated November 14, 2026.
RankOptionBest forProsCons
1OutSystemsCustomer apps run by a company with its own developers
  • One governed platform for a long list of business apps
  • A free Personal Edition for learning
  • The price rises with app size, user count and add-ons
  • The platform starts at 100 internal users
  • Higher uptime and 24x7 support are add-ons
2Custom build by Black BadgerCustomer apps that are part of what the company sells
  • Built around your process, so staff stop working around the software
  • No per-seat fee, so adding a person adds no license cost
  • You own the code and every account it runs on
  • Costs more up front than the first year of a subscription
  • A wait before anyone can use it, while it is scoped and built
  • Your team has to know its own process well enough to describe it
3RetoolPortals for a known set of outside users on existing data
  • Wires internal tools to existing databases and APIs quickly
  • People who only use apps cost less than builders
  • External users are free up to 50 on Business
  • SSO, SCIM and Git source control are Enterprise only
  • Needs developers to build the apps
  • Cost moves with how many people edit apps in a month
4LovableLaunching a first customer app quickly to test demand
  • Fast first version of an internal tool or prototype
  • Workspaces allow unlimited members
  • Priced by credits, not seats
  • Heavier use means a higher credit tier
  • Audit logs and SCIM need Enterprise
  • No built-in role system for the apps it generates
5ReplitSmall teams that want the app built and hosted in one place
  • An agent builds and hosts an app in one place
  • Plans include a monthly credit allowance
  • Pro caps at 15 collaborators
  • SSO, SCIM and audit logs are Enterprise
  • Published apps are metered, and use beyond credits is billed
6Bolt.newPrototypes a team plans to move to its own hosting
  • Quick prototyping for a small team of builders
  • A generated app can move to your own hosting
  • Free members can view team projects
  • Tokens are per member and not pooled
  • SSO and audit logs are Enterprise
  • Custom domains need a paid plan
7Base44A self-contained app with login and hosting already included
  • Hosting, login and a managed backend are built in
  • Low entry price, with a free plan for up to 5 apps
  • Message credits are capped per plan
  • SSO is Enterprise only
  • Does not state where app data is stored

The ranking, entry by entry

1 OutSystems

Best for customer apps run by a company with its own developers

A customer-facing app raises questions an internal tool can avoid, such as what happens when it is down and what each outside user costs. OutSystems is first because its model answers both. External end users are counted separately from internal ones, default uptime is stated at 99.5 percent, and a 99.95 percent level and 24x7 support are sold as add-ons. You need developers to use it well.

Watch for. Nothing is priced on the page. Get the quote with your actual number of external users, and ask what each add-on costs before you compare.

How it charges
Quoted by app size, end users and add-ons
Main limit
Price rises with app size, user count and add-ons, and is quoted.
Checked
on outsystems.com

2 Custom build by Black Badger

Best for customer apps that are part of what the company sells

When customers log in, the app is part of your product, and a rented platform sets part of its price and its limits. A custom build ranks second because Black Badger builds the portal or app with your own sign-in, data rules and branding, and hands you the code and the hosting account. A thousand customers logging in adds no license cost, and you pay only the running costs of the services underneath.

Watch for. You become the owner of a production system, so name the person who will answer when a customer reports a problem. The scope covers who maintains it.

How it charges
One-time build scoped in writing, then running costs such as hosting
Main limit
Needs a scoping call first, and suits companies of 50 or more employees
Checked
on blackbadger.biz

What a custom build involves, and how to ask about one

3 Retool

Best for portals for a known set of outside users on existing data

Retool ranks third. It is known for internal tools, but the Business plan adds external users, and the first 50 are free. From 51 to 250 they are billed per external user, yearly. That makes it a practical way to give a known set of customers or vendors a portal onto data you already hold, as long as the audience stays in the hundreds.

Watch for. The published external user price stops at 250. Past that the price comes from sales, so ask early if your customer base is larger.

How it charges
Per builder and per internal user, billed yearly or monthly
Main limit
SSO, SCIM, Git source control and granular roles are Enterprise only.
Checked
on retool.com

4 Lovable

Best for launching a first customer app quickly to test demand

Lovable is fourth for customer-facing apps. It can put a working app in front of customers quickly, and credit pricing means the bill does not grow with the number of people who log in. It ranks below the top three because the permission model for a generated app is yours to define through row-level security policies, and a mistake there is visible to customers.

Watch for. Have someone who understands data access review the policies before real customer records go in. Audit logs are listed only for Enterprise.

How it charges
By credits, not seats, in monthly tiers
Main limit
SSO is Business only. Audit logs and SCIM need Enterprise.
Checked
on lovable.dev

5 Replit

Best for small teams that want the app built and hosted in one place

Replit ranks fifth here. Building and hosting in one place is attractive for a first customer app, and production databases are offered on paid plans. The reason for caution is how hosting is billed. Published apps are metered on outbound data transfer, compute units and requests, so a busy customer app has a bill that moves with traffic.

Watch for. Repeated payment failures can lead to suspension of published apps. Put billing for a customer-facing app on an account finance watches.

How it charges
Monthly or yearly plan with credits, plus metered usage
Main limit
Pro caps at 15 collaborators. SSO, SCIM and audit logs are Enterprise.
Checked
on replit.com

6 Bolt.new

Best for prototypes a team plans to move to its own hosting

Bolt.new is sixth. Its strength for this question is that the app can leave. A team can claim the database Bolt creates, connect it to Supabase and move the app to hosting it controls. A customer app should end up on hosting its owner controls. Every project gets a free bolt.host subdomain, and custom domains need a paid plan.

Watch for. SSO, audit logs and data governance and retention policies are listed under Enterprise, which has no published price.

How it charges
Per member, monthly, Enterprise custom priced
Main limit
Tokens are per member and not pooled. SSO and audit logs are Enterprise.
Checked
on bolt.new

7 Base44

Best for A self-contained app with login and hosting already included

Base44 ranks seventh. The vendor says authentication, a managed backend and hosting are built in, so a customer login exists from the start without extra setup. It is last on this list because the pages we read do not say where app data is stored. A company putting customer records in an app has to be able to answer that question.

Watch for. Message credits are capped by plan, from 100 on Starter to 1,200 on Elite, and heavy building uses them quickly.

How it charges
Monthly by plan, billed yearly, with message credits
Main limit
Message credits are capped per plan. SSO is Enterprise only.
Checked
on base44.com

How this list was ranked

We ranked for an app that people outside the company sign in to, such as a customer portal, a vendor portal or a booking and ordering app. What each outside user costs counted first, then what the vendor says about uptime and hosting, then how much control you keep over the data and the exit.

Where a vendor publishes nothing on a point, the entry says so and does not guess.

Questions buyers ask

What changes when an app is used by customers instead of staff?

Three things change when customers use an app instead of staff. Downtime is public, a permission mistake exposes one customer to another, and the number of users is no longer something you control. Check how each option prices outside users and what it commits to on uptime before you look at features.

Do AI app builders charge for every customer who logs in?

Whether an AI app builder charges for every customer login depends on its pricing model. OutSystems counts external end users in its quote. Retool lists external users as free up to 50 and then priced each. Credit-based builders such as Lovable and Base44 charge for building and not per login, though hosting can be metered, as it is on Replit.

Should a customer portal be custom built?

A customer portal should often be custom built once it matters to revenue. A portal customers rely on is part of your service, and owning it means no vendor decides its price or its limits. Black Badger builds customer portals as systems the client owns, and a written scope says what is in the first release.

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