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For editors

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Edit with a clear view of who wrote the draft

Editors should use an AI detector to decide where to query a writer, not whether to reject the piece. Scan each new contributor draft with Winston AI, start your edit at the red and yellow sentences, and ask for sources, notes or a quick call. Then decide based on the reporting and your contributor guidelines, and record the outcome.

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What editors check

  • freelance articles
  • pitches
  • guest posts
  • op-eds
  • newsletter drafts
  • book proposals

Paste text or upload a .docx. Each report shows an overall score and a highlight on every sentence that reads as machine-written.

Key facts

  • Winston AI gives an overall AI score plus sentence-level highlights: red for likely AI, yellow for mixed signals.

    Source: AI Detector

  • Editors can check freelance articles, pitches, guest posts and op-eds by pasting the text or uploading a .docx file.

  • Team plans include shared workspaces and unlimited history, so editors can see a contributor's past scans in one place.

    Source: Pricing

  • Winston AI retrains its detector as new model versions ship.

    Source: AI Detector

What slows editors down

  • Freelance drafts that read too smooth

    A draft arrives on time, clean and oddly empty. The structure is fine, but there are no reported details and no point of view.

  • No written rule to point to

    If your contributor guidelines don't mention AI, it's awkward to turn a piece down for using it, and the writer can fairly say nobody told them.

  • Confident claims with no source

    Generated passages often state things with certainty and cite nothing. Checking each claim eats into time you'd rather spend on structure and voice.

Editors are often the last people to read a piece before it carries a publication's name. Winston AI flags sentences that read as machine-written in freelance drafts and contributed articles, so you know where to push back. This page covers contributor guidelines, raising concerns with writers and handling drafts that are only partly generated.

Put AI in your contributor guidelines

The simplest way to avoid disputes is to say what you accept before anyone files. One clear paragraph in your guidelines turns an awkward conversation into a reference to an agreed rule.

  • State whether AI tools may be used for research, outlines, grammar or drafting.
  • Ask contributors to disclose any tool use when they file.
  • Explain that drafts may be checked, and that a flag leads to questions, not automatic rejection.
  • Require sources or notes for factual claims, which protects you however a draft was written.

Partly generated drafts are the common case

A fully generated piece is less common than a draft where the writer used a tool for a paragraph or two: an intro, a summary, a transition. Sentence-level highlights show exactly which paragraphs to query. Sometimes the fix is a quick rewrite. Sometimes the flagged part is where the reporting should have been, and that's the conversation to have.

Expect pushback now and then, especially from writers who did the work themselves. Lead with specific questions, not the score, and accept notes, recordings or links as answers. If the reporting checks out, the piece goes ahead. The highlight did its job by getting you to look.

If you're setting rules for a whole site rather than one desk, our page for publishers covers site-wide standards and archive audits.

A review workflow for editors

  1. Step 1: Scan new contributor drafts

    Paste or upload each draft when it lands. Start with new contributors and pieces outside a writer's usual beat.

  2. Step 2: Edit around the highlights

    Red sections are where you query the writer first. Yellow often means heavy tool polishing, which may be fine or may be covering thin reporting.

  3. Step 3: Ask for sources and notes

    Request interview notes, links or a quick call about the flagged sections. Writers who did the work can usually point to it.

  4. Step 4: Decide, then write it down

    Accept, revise or decline based on the reporting and the writer's answers, and note the outcome so the next editor has context.

Questions from editors

Still unsure? Browse our guides or ask our team.

How should I tell a freelancer their draft was flagged?

Keep it specific and neutral. Point to the sections that raised questions, ask about their sources and process, and give them a chance to revise before you decide anything.

Does a flagged draft mean the writer broke our rules?

Not by itself. It depends on what your guidelines allow and what the writer tells you. The score shows where to look; the conversation shows what happened.

Can my whole editorial team share scans?

Yes, on a team plan. Team plans include shared workspaces and unlimited history, so editors can see past scans and reports for a contributor in one place.

Should we check pieces from long-time contributors too?

Yes, with the same approach you use for everyone else. That way no writer feels singled out. One fair option is to scan every first submission and spot-check regular contributors on a rotating basis.

Try it on the next piece you review

Paste the text, read the highlighted sentences, then decide what to ask next. Sign up free when you want to keep your reports.