Publish writing that was actually written
Winston AI checks every draft, freelancer submission and live page for AI-generated text and copied passages, so editors spend their time editing and your site keeps the trust of its readers.
Team plans include shared credits, roles and API access.
This week
18 drafts · minimum human score 80%
- We tested 12 budget espresso machinesJamie Ortiz · freelance · Ready to editReady to edit94% human
- How to winterize a raised garden bedKofi Mensah · freelance · ReturnedReturned22% human
- What the new zoning rules mean for rentersHannah Cole · freelance · In reviewIn review71% human
- A beginner's guide to index fundsSam Whitaker · freelance · ScanningScanningChecking
- The quiet comeback of film camerasInes Duarte · freelance · Ready to editReady to edit98% human
Quality control that keeps up with your volume
When drafts arrive faster than editors can read them, machine-written filler slips through. Winston AI catches it before it ships, and finds what already has.
“Our freelancers swear it's all their own writing.”
One standard for every contributor
Set a minimum human score for submissions and attach the report when a draft falls short, so feedback is specific, not personal.
“We found chatbot boilerplate on pages from last year.”
Audit what's already live
Scan published URLs or a whole sitemap to find thin, machine-written pages before they drag down the rest of your site.
“Our editors end up reading everything twice.”
Review only what needs it
Clean drafts move straight to editing. Flagged ones arrive with highlighted sentences, so editors know exactly where to look.
Built into your editorial pipeline
From pitch to publish, Winston AI checks writing at the points where it matters.
Step 1: Drafts come in
Writers submit through Google Docs, WordPress or your CMS, and each draft is scanned automatically.
No change for your writers
Step 2: Scores land in the queue
Every article shows its human score and plagiarism matches next to its status, so editors can triage at a glance.
Filter by score, writer or status
Step 3: Send back or move forward
Return a flagged draft with a shareable report, or approve a clean one for editing.
Writers see the exact sentences
Step 4: Monitor the live site
Schedule recurring scans of published pages and get an alert when something changes.
Weekly or monthly re-scans
Everything an editorial team needs
AI detection, plagiarism checks and site audits in one workspace, with the controls a content operation expects.
Editorial queue
Track every draft with its status, writer and human score in one shared view.
Site and sitemap scans
Check published URLs in bulk and re-scan them on a schedule.
Plagiarism detection
Find copied or lightly reworded passages from the web and from earlier submissions.
Roles and shared credits
Give editors, writers and clients the access they need, from one shared balance.
WordPress, Docs and API
Check text where it's written, or build detection into your own CMS with our API.
Client-ready reports
Export PDF reports that show clients and partners their content is original.
Every freelance piece goes through Winston AI before an editor sees it. The queue view saves us hours a week, and our writers know exactly what standard they're held to.
Questions from editorial teams
Something else on your mind? Visit the help center or ask our team.
Does AI-written content hurt search performance?
Search engines say they reward helpful, original content however it's produced. In practice, unedited AI text tends to be generic and thin, and that's what hurts. Winston AI helps you find those pages and fix them.
Can we scan pages that are already published?
Yes. Paste a URL, upload a sitemap or connect WordPress to scan live pages in bulk, then schedule re-scans to catch changes.
How do we set a standard for freelancers?
Choose a minimum human score for your workspace. Drafts below it are flagged in the queue, and you can send the writer a read-only report with the highlighted sentences.
Is there an API?
Yes. The same detection and plagiarism models are available through a REST API, with usage drawn from your team's shared credits.
Give your editors a clearer queue
Start with a free account, or talk to us about team plans and API access.