Product

Voice Profile

Save writing examples and professional context once, then have every draft, hook, carousel, and comment pull from them.

Why this exists

Voice Profile is the memory layer behind the product. You paste writing you are happy to be judged by, plus your role, industry, and audience. Qalam analyses those samples into tone, sentence length, vocabulary, and structure characteristics, then retrieves the most relevant examples each time it drafts. Updating the profile is a deliberate action, not something that happens silently in the background.

What it changes

  • Built from writing examples you choose and save
  • Analysed into tone, sentence length, vocabulary, and structure
  • Relevant examples retrieved into every draft, not just the first one

Frequently asked questions

How does Qalam learn my voice?

You save writing samples and professional context yourself. Qalam analyses those samples into voice characteristics and retrieves the most relevant ones at drafting time, so output inherits real tone and structure instead of generic prompt phrasing. It does not learn silently from your edits or post performance. To change the voice, you update the profile.

Will the voice profile improve over time?

Its source profile improves when you add or replace writing examples and sharpen your professional context. That update is deliberate, so Qalam does not silently rewrite the saved profile from edits or performance.

Is voice memory useful for teams or agencies too?

Yes. It matters even more when multiple operators need to keep one consistent public voice.

See it inside the full workflow

Product pages explain the system. The app and pricing pages show where the workflow fits inside the broader publishing stack.