A structured source-to-publish workflow

An AI LinkedIn writing partner that starts from your sources and point of view

KnownVoice turns your source material and perspective into researched LinkedIn drafts, then lets you add personal takes during review. AI supports the voice and judgment; it does not pretend to own them.

Where a structured writing workflow helps

Ghostwriters and general-purpose AI can both produce useful work. KnownVoice is for people who want the source, perspective, research, and review steps visible in one product workflow.

Outsourced writing can separate you from the argument

A ghostwriter may shape the angle from a brief or interview. That can work, but it gives another person a larger role in deciding what the post says.

General AI only has the context you provide

A general-purpose chat can use sources and instructions, but you have to assemble that context and repeat the workflow yourself.

A finished-draft handoff can hide the decisions

When the workflow begins and ends with a finished draft, it is harder to see how the source, angle, and supporting research shaped the argument.

A visible process, not one-shot output

KnownVoice gives AI a bounded job: research the source through your perspective, draft an argument, and leave room for your edits and personal commentary.

Source

A founder records a two-minute voice note after a sales call about why buyers confuse AI content with thought leadership.

Perspective

The problem is not content volume. The problem is publishing without judgment. The source and perspective get researched together.

Research and draft

KnownVoice researches the topic against the perspective and creates a draft using the configured brand context.

Personal takes

Once the draft exists, the founder adds a specific observation from the actual sales call.

Review and schedule

The founder edits the wording, verifies the claims, and explicitly schedules the post.

From source to reviewed post — without hiding the steps

KnownVoice keeps source material, perspective, research, draft review, personal takes, and publishing controls in one workflow.

Step 1

Bring the source material

Start from a feed item, URL, voice note, YouTube video, rough draft, product note, or customer call — whatever started the thinking.

Step 2

Set your perspective

The overall angle is paired with the source material and researched together. Research is shaped by what you actually believe, not what sounds good.

Step 3

Research before drafting

KnownVoice researches the topic against your perspective before writing, so the draft starts from context instead of an empty prompt.

Step 4

Add personal takes to the draft

Once the draft exists, add specific commentary from your experience so the final post sounds more like you.

Step 5

Approve before publishing

Review, edit, approve, schedule, or publish when the words are ready. The final judgment stays with the person whose name is on the post.

Three ways to get help with LinkedIn writing

What matters
Ghostwriter
Generic AI
KnownVoice
Starting point
Usually a brief, interview, or source material supplied by the client.
Whatever source material and instructions you put into the chat.
Feeds, URLs, voice notes, YouTube videos, drafts, source notes.
Perspective
The angle is shaped from the brief and the writer's process.
The angle depends on the context and direction in the prompt.
Your overall angle gets researched together with the source.
Personal voice
May learn your style through interviews, examples, and ongoing feedback.
Can follow tone instructions and writing examples you provide.
Brand guidelines, voice profiles, founder-led variants, and personal takes added to the draft.
Research
Varies by ghostwriter quality and availability.
Optional — requires explicit prompting and fact-checking.
Research before drafting, informed by your perspective.
Review
You review the writer's delivered draft.
You review the chat output in your own process.
Review and editing sit next to explicit schedule and publish actions.
After posting
The ghostwriter moves on to the next piece.
You're on your own.
Scheduling, calendar, and publishing through LinkedIn.

What the KnownVoice workflow does

  • Starts from your source material — feeds, URLs, voice notes, videos, drafts.
  • Researches the topic against the perspective you provide.
  • Uses brand guidelines, writing examples, and voice profiles as drafting context.
  • Lets you add personal takes where they strengthen the draft.
  • Requires an explicit user action to schedule or publish.

What the workflow does not promise

  • It does not replace your responsibility for the argument.
  • It does not guarantee that a draft sounds exactly like you.
  • Research does not eliminate AI errors; factual claims still need verification.
  • It does not schedule drafts without an explicit user action.
  • Not engagement automation, auto-likes, auto-comments, or pods.

See the full source + perspective workflow

How source material, point of view, research, personal takes, and approval work together in the KnownVoice workflow.

View the workflow

Questions about AI writing partners

The boundary is simple: AI supports the work, but the judgment stays with you.

Is KnownVoice an AI ghostwriter?

No — and deliberately so. A ghostwriter writes for you. KnownVoice is a writing partner that starts from your source material and perspective, then lets you add personal takes during review. AI supports the work; you own the argument.

How is this different from using ChatGPT for LinkedIn?

A general-purpose chat can use the sources and instructions you provide. KnownVoice makes source intake, perspective-led research, drafting, personal takes, review, scheduling, and LinkedIn publishing one repeatable workflow.

Will the posts sound like me?

KnownVoice uses your source material, perspective, brand guidelines, writing examples, and voice profiles, then lets you add personal takes during review. These inputs can help shape the draft, but final review still matters and you should edit anything that does not sound like you.

Does it invent facts or fake stories?

KnownVoice researches before drafting and is designed around source material, but AI can still make mistakes. Review every post, verify factual claims, and remove anything you cannot support before publishing.

Can it publish for me?

KnownVoice supports scheduling and publishing through LinkedIn, but it does not schedule a draft by itself. Scheduling and immediate publishing require an explicit user action.

Who is this for?

Founders, consultants, and operators who already have source material and opinions — customer calls, product notes, market observations, RSS feeds — and need a writing partner to turn that thinking into LinkedIn posts without outsourcing their judgment.

Turn your thinking into posts — without outsourcing the thinking

Start with your source material and perspective. KnownVoice handles the research and drafting, then you add personal takes and keep final judgment before scheduling.