Draft SEO-ready posts and resolve overlap without leaving the editor

From draft to publish with fewer review rounds

How this workflow solves editorial pain points

Writers and editors need speed plus assurance that content is original and properly attributed. This combined drafting and plagiarism workflow reduces context switching, cuts manual verification time, and generates citation-ready output so posts move through review with clear remediation steps and audit records.

• Detects verbatim, near-duplicate, and likely paraphrase overlap with matched excerpts and confidence levels
• Provides suggested rewrites and a citation line for every flagged passage
• Keeps an editable audit trail for revision rounds and reviewer notes

Write, check, remediate, and export

Key features

Features are organised around the editorial workflow so teams can draft, validate, and finalise content without juggling multiple tools.

Where plagiarism checks look

Source ecosystem and what gets scanned

The scanner compares drafts against a curated mix of public and private sources so editors see overlap from any relevant corpus.

• Public web pages, news sites, and syndicated feeds
• Internal CMS content and previously published posts
• User-uploaded DOCX, PDF, and TXT research files
• Open academic repositories, preprints, and social posts
• SEO metadata and SERP snippets for headline/description overlap

Prompts you can copy into the editor

Practical prompt clusters for common editorial tasks

Use these ready-made prompts to shape drafting, checking, and remediation workflows.

• Draft generation + sources: "Write a 1,200-word blog post on {topic} with an H1, H2s, and H3s, SEO meta description, and include three inline citations pointing to reputable web sources — display the source URL and a one-line summary for each citation."
• Outline-first workflow: "Create an SEO-driven outline for {keyword} with suggested word counts per section and two target long-tail keywords to include; mark sections to verify originality after drafting."
• Plagiarism check run: "Check the following draft for overlap against the public web and our internal CMS corpus. Return flagged passages, matched source excerpts with confidence level, and recommended rewrites for each flagged sentence."
• Remediation prompt: "Rewrite the flagged paragraph to preserve meaning but remove overlap; include a suggested citation line and a one-sentence attribution note."
• Citation formatting: "Convert these three source links into an APA-style reference list and produce inline parenthetical citations inside the text where each source is used."
• Batch operations: "Batch-check these five posts for cross-post duplication and produce a report that groups posts by overlap percentage and shared sources."

How to act when overlap is reported

Editorial best practices for flagged passages

A consistent remediation process reduces rework and legal risk. Use the following steps when the tool flags text.

• Review the matched excerpt and source URL to confirm the relevance of the match
• If overlap is incidental, accept the suggested rewrite and add a citation line
• If the passage conveys unique facts from the source, add an explicit attribution or quote with proper citation
• If overlap is extensive and cannot be remediated, replace or remove the section and document the decision in the audit trail

How private sources and drafts are handled

Privacy, retention, and private corpora

Editors can scan drafts against private CMS content and uploaded files. Private sources are treated as a non-public comparison corpus and matches are shown only to authorized users. Drafts submitted for checking can be retained for reviewer workflows or deleted according to your team settings.

• Private CMS and uploaded documents are scanned but not made public during the process
• Retention policies are configurable — choose to retain audit logs for review rounds or clear drafts after checks
• Exports and reports can be downloaded for legal or compliance review