Most teams that set out to choose a no-code platform start with a demo, and demos are built to impress. The questions that decide whether an application survives its first year, such as who patches it, who can see which records and whether you can take your data elsewhere, rarely come up in a thirty-minute walkthrough. This guide gives business analysts and operations leads the questions to ask.
Start with one real workflow
Before you compare platforms, write down one real process you want to replace: supplier onboarding, equipment requests, contract renewals or a customer escalation log. Note who touches it, what data it holds, which approvals it needs and which other systems it talks to. Ask every vendor to build that process, or let you build it, during the evaluation. It keeps the comparison honest, because each option is measured against the same piece of work rather than its own sample app.
Check that there is a real database underneath
The single most important question is what happens to your data. Some tools store records in a proprietary format that only their own runtime can read. That is fine for a prototype and a problem for a system of record.
Look for:
- A genuine relational data model, with typed fields, relationships between entities and constraints you can see and change.
- Import paths for the data you already have. Most teams start from a spreadsheet or an existing database, so CSV and SQL import should be routine rather than a services engagement.
- Export on any plan. Ask whether you can export both the data and the application itself, and whether that is restricted to premium tiers. If leaving is expensive, you are not really choosing; you are committing.
Vibe generates a real data model from a description, a spreadsheet or an existing database, and the data and generated code are exportable on every plan. The FAQ on ownership covers this in more detail, and our article on avoiding no-code lock-in goes further.
Treat security as a platform property
An application built by an operations team will hold the same kind of data as one built by IT: customer details, contract values, staff records. It needs the same controls. The difference with a good no-code platform is that the controls come with the platform rather than being rebuilt in each application.
Ask whether every application inherits:
- Single sign-on over SAML and OIDC, so people use the identity provider your organisation already runs and leavers lose access when their account is disabled.
- Role-based access on every entity and action, not just on whole screens. Finance may need to see contract values that the wider team should not.
- Audit logging of data changes and administrative actions, so you can answer "who changed this, and when?" without guesswork.
- Encryption in transit and at rest.
If your security team will review the platform, involve them early. Our no-code application security checklist is written to be handed straight to them, and the FAQ on passing a security review explains what evidence Vibe provides.
Ask who runs it after launch
This is where many evaluations go wrong. Building the first version is the visible part; running it for years is the expensive part. Somebody has to deploy changes safely, apply patches, update dependencies, rotate secrets, take backups, test restores and watch for errors.
Some platforms hand that work back to you, either explicitly (you host it) or quietly (you configure the backups and monitoring yourself). Others carry it. Ask each vendor to describe, in plain terms, what they operate and what you operate. Specifically:
- Are there staged environments, so changes can be tried before they reach everyone?
- Can a bad release be rolled back in one step?
- Are backups point-in-time, and are restores tested?
- Are logs, metrics and traces collected for you?
- Does capacity follow demand, or do you have to resize anything?
Vibe applications run on infrastructure that bizapps.io manages, covering each of those points. The platform page describes the operations in detail.
Test integrations and change management
No business application lives alone. It needs to receive data from the CRM, send updates to finance, react when something happens elsewhere, and let other systems read from it. Check for REST connections, webhooks and events in both directions, and whether the application can expose its own API rather than only consuming others.
Then look at change. Your first version will be wrong in small ways, and your process will shift over time. Ask how changes are made (pointing and clicking, plain language, or both), whether every change is versioned, and whether a change can be reversed. A platform where edits are hard to undo makes people afraid to improve the application, and it slowly goes stale.
Look closely at AI and the pricing model
Most platforms now mention AI. The useful question is where it helps. There are two distinct moments: while building, where AI can propose a schema, screens and rules and explain what a change will do; and while using the application, where people can ask questions of the data, get summaries and be guided through the next step of a workflow. Our article on AI in business applications looks at both.
Then read the pricing model carefully, not just the headline number. Watch for:
- AI charged per request or per token, which makes costs hard to predict as usage grows.
- Security features such as SSO or audit logs reserved for the highest tier.
- Export or API access available only as an add-on.
- Per-user charges that penalise opening an application to a wider team.
In Vibe, AI is included in every plan and is not metered. See pricing for how plans are structured.
A checklist to take into vendor calls
Pull the above together into questions you can ask every vendor in the same order:
- Can we build our real workflow during the trial?
- Is there a relational database, and can we import CSV and SQL?
- Can we export data and the application on any plan?
- Do SSO, role-based access, audit logging and encryption come with every application?
- Who deploys, patches, backs up and monitors, and can we roll back in one step?
- Which integrations are supported, and can the application expose its own API?
- Is every change versioned and reversible?
- How is AI priced, and where does it help?
- Is there a route to full code if we outgrow no-code?
That last point matters more than it first appears. bizapps.io plans a full-code platform for developers with the same managed operations, so an application that becomes more complex does not have to be rebuilt from scratch.
The best evaluation is still a live one. Vibe is currently working with a small group of design partners ahead of general availability: teams that bring a process they genuinely want to replace and build it with direct access to our engineers, free during the programme. If you have a workflow in mind, tell us about it and we will let you know whether it is a good fit.