For product managers

The AI prototyping tool for product managers: test a flow, skip the spec

A ticket argued over for weeks usually gets settled by fatigue. Eqlo is an AI prototyping tool for product managers: you paste the ticket and its acceptance criteria, and a clickable prototype appears within minutes. Five users then test it through a private link, and no engineer has to stop what they are doing.

  • 30 minFrom pasted ticket to a prototype you can click
  • 5 testersTo bring the real blockers to the surface
  • 1 first nameAll the review link asks of a tester
  • 5 projectsIncluded in the Free plan, no card required
AI prototyping tool for product managers: ticket PRD-482 turned into an order tracking screen
On the left, ticket PRD-482 and its criteria. On the right, the tracking screen built from that ticket, with three orders, their status and the "Track package" button.

Why product decisions drag on

A comment thread that never lands

Fifteen comments, three readings of the need, and two disagreements nobody quite voices. The thread grows longer at every prioritization meeting. Putting a screen in front of people ends in one session a debate that text keeps alive for weeks.

Criteria read four different ways

"The customer can see where their order is." Support, design and engineering each picture a different screen. The gap shows up at acceptance, after the build has been paid for. When everyone has clicked through the same prototype, the gap shows up on day one.

Teams consulted after the fact

Sales meets the new feature at the demo, support on release day. Their feedback arrives when nothing can change anymore. A link sent early in the cycle brings that feedback in while it can still shape the work.

Three deliverables from an AI prototyping tool for product managers

The times below are rough estimates for a reasonable scope. No step goes through the engineering team.

About thirty minutes

The prototype drawn from the ticket

Paste the ticket text, or attach its export as a text file: the AI reads txt, md, csv and json files. The "Improve my request" button rewrites the request without inventing anything and leaves [brackets] wherever the ticket is silent. Those brackets often point straight at the real gaps in the spec. Once the first version is ready, you refine it by typing.

One to two hours

The flow you put in front of users

You swap the sample data for your own by importing a CSV or Excel file into the project tables. You ask for the states that were missed: an empty list, an input error, a canceled order. After each generation, a report marks every requested feature as done, to configure, or not possible yet.

About an hour

The screen used for acceptance

The approved flow becomes the team reference. Each acceptance criterion maps to a screen everyone has seen, and acceptance compares the shipped product to that screen. The conversation is about what appears on screen, not about what a sentence meant.

Five tests are enough, if you run them well

Until someone has used it, a prototype is just an opinion with a nice layout. Testing it takes no lab and no budget. You need five people, half an hour with each, and the discipline to stay out of the way.

Why five. The first sessions reveal most of the blockers, and later ones confirm them without adding much. Past that point, each session costs the same and teaches less. If your users fall into two very different groups, plan five sessions per group.

What to ask. Give a mission, not a request for opinions. "Find last week's order and tell me when it will arrive" teaches far more than "do you like this screen". People stay polite about opinions. Faced with a mission, they show you what gets in their way.

How to behave. Stay quiet, even while the person is searching. If you have to explain a screen, that is already a finding. Write down the hesitations, the missed clicks, and the moment they ask for help.

How to wrap up. A blocker seen once is an anecdote; seen three times, it is a problem to fix. Testers pin their comments to the section in question, and you send those comments to the AI one at a time or all at once. The next round is ready within the hour.

Illustrative scenario

A full example, from ticket to test

A made-up scenario for illustration. A product manager picks up ticket PRD-482, "order tracking area". It has sat in the backlog for two quarters, five people have commented on it, and each of them sees a different feature in it.

  • 2 quartersSpent in the backlog with no decision
  • 4 minTo get the first prototype
  • 5 testersSeen on Thursday, half an hour each

On Tuesday morning, she pastes the ticket into Eqlo, and the tracking screen exists before lunch. On Wednesday, she sends the review link to the three colleagues most active in the thread. Within ten minutes, two interpretations fall away, because the screen shows what the text left vague.

On Thursday, five customers take the test. Four of them look for tracking in the confirmation email and never in the app. The need changes shape before the first line of code, and the team commits the quarter to the right piece of work.

The criteria of ticket PRD-482 on the left, the generated order tracking screen on the right
  1. The text of ticket PRD-482 goes into the request box. Eqlo turns it into a tracking screen with three order statuses and a button to track the package.

What drops out of your product cycle

The goal is not to add a tool to your day but to take steps out of it. Here is what stops being necessary once the screen comes before development.

Steps the prototype replaces
The old stepWhat replaces it
The twenty-page speca clickable prototype, with the acceptance criteria attached
The alignment meeting that goes in circleshalf an hour clicking through the same screen together
The annotated static mockupa review link with pinned comments
Acceptance argued line by linea side-by-side check against the approved screen
Support briefed on release daythe same link, sent with the first version

Some steps stay, and that is a good thing: choosing the scope, ordering priorities, and the feasibility conversation with engineering. The prototype gives them something concrete to work from without making them pointless.

Your habits stay in place

Your ticket tracker

The ticket never leaves your tracking tool. You copy its text into Eqlo, then paste the prototype link back into the ticket. History and comments stay where they were.

The look of your product

Give the address of your live app or a screenshot: Eqlo picks up its look and feel, meaning the colors, fonts and corner shapes. The Design tab then fine-tunes each setting. Testers react to the flow, not to a style that looks like nothing they know.

Your team meetings

Backlog refinement, sprint review, prioritization committee: the calendar does not move. Only the material changes, since you put a clickable screen on the wall instead of a document.

When to hand over to engineering

Exploring, testing and deciding need no outside help. That is where a product manager adds the most, and it is also where every back-and-forth with developers wastes the most time for everyone.

Once the flow is approved, Eqlo sends the project to your GitHub repository: the specification alongside the full Next.js, React and TypeScript source. Table data exports as CSV or SQL. Your developers start from the sequence of screens, and rewrite the business logic and access rights their own way.

Frequently asked questions

Which fits me better, this page or the prototyping page?

The prototyping page covers the tool itself and its settings. This one follows a product manager's work, from the backlog ticket to acceptance, through alignment and testing.

Does an AI prototyping tool for product managers require coding?

No. Everything happens by typing sentences and clicking in the preview. The skill that matters lies elsewhere: describing a flow precisely, then staying silent during tests. Two or three tries are enough to get the hang of it.

What happens if the ticket is too vague?

If the request is twelve words or fewer and the goal is unclear, Eqlo asks up to three multiple-choice questions before generating. For a longer ticket, "Improve my request" flags the missing information in brackets.

Do testers need an account?

No. They open a private review link, on a phone through its QR code if they prefer. Testers only enter their first name before commenting. After the session you can renew the link, which stops the old one from working, or delete it.

Can we test with real data?

Yes. Every project has its own tables, filled through a CSV or Excel import of up to 20,000 rows. A table full of real cases draws feedback that a list of three examples never triggers.

How do I compare two iterations?

Each edit is saved as a version that names its author and lists the changes. You compare two versions side by side, and restore the earlier one if the latest round of testing went worse.

What if the prototype becomes the real product?

That often happens with an internal tool, which then stays in Eqlo with its admin and its roles. For a product sold to customers, a members area and paid subscriptions can be added on request, and the SaaS MVP page covers that stage.

Put your next ticket in front of five users this week

The Free plan includes five projects, no card required. The review link opens with nothing more than a first name.