What is Studio?
Studio checks your copy or image against a synthetic audience before you publish, then grades its own prediction against your real numbers.
Studio is the fastest loop in iMario: a pre-publish content check. Paste a piece of copy or upload an image, pick an audience, and Studio tells you where readers get stuck, rewrites the copy to fix it, and gives you one plain verdict on which version to ship.
It is the same synthetic audience the rest of iMario uses, pointed at a single decision: is this good enough to publish? Where the Task Canvas runs full research studies, Studio answers one question fast and grades itself afterward.
Why check before you publish
The expensive failure in content is not a typo. It is a hidden objection: the one line that makes a third of your readers quietly bounce, that you never see because nobody tells you.
Studio surfaces that line before you spend on distribution. It reads your content as your audience would, names the objection in their own words, and pins it to the exact sentence that caused it.
The loop
Studio runs the same short loop every time.
- Check. Paste your copy or upload an image and choose an audience.
- Read. Findings are pinned to the exact sentences that trip people up, quoted in the audience's own voice.
- Fix and rule. If there are blockers, Studio writes fix variants, each one repairing a single problem. Three independent reviewers then rule on them.
- Lock. You get one plain verdict and one recommended action. The verdict is locked the moment it is made.
- Grade. When your real numbers come in, Studio grades its own locked prediction against them.
What Studio will not do
Studio does not predict performance. Picking winners on every case is a losing game, and iMario measured that directly. In the product, the Predict performance goal is retired and carries its own explanation:
"Retired: in 13,679 real A/B tests our picks did not beat the baseline, so we do not sell this."
What Studio sells instead is honesty about when to trust it. When all three reviewers agree, which happens in about half of cases, the verdict matched the real-world outcome 85.5% of the time in those same 13,679 tests. When they disagree, Studio says so instead of forcing a call. See How content checks work for the full method.
Two ways to run a check
| Mode | Where | Best for |
|---|---|---|
| Canvas | The default project view | Working on several versions, mixing content and image nodes, comparing in a face-off |
| Linear | The Linear mode pill, top of the project | One version, one audience, nothing to configure |
Both use the same reviewers and the same verdict tiers. The canvas is a node graph you build on. Linear mode is a single paste-and-run screen titled "Before you publish, let the audience read it".
Getting access
Not seeing Projects in your sidebar? Studio access is granted per account during the beta. Email [email protected] to ask for it.
Next steps
Manage a Knowledge Base
Rename a Knowledge Base, view and rename files, copy files between bases, remove content, and see how your changes reach connected individuals.
Run Your First Check
Paste your copy, pick an audience, and get a pinned, verdict-backed content check in a few minutes. Free during the Studio beta, step by step.