n8n Ecommerce Draft Audit Workflow: Form Trigger to CSV

Instant “fact-check” draft audit for your ecommerce listings—exported as a CSV for human review

This n8n ecommerce draft audit workflow takes an ecommerce listing draft submitted via an n8n Form Trigger, runs deterministic checks (missing verified feature phrases, unsupported numbers, prohibited terms, hype language, HTML markup, and placeholders), and outputs a downloadable CSV report you can review immediately.

What this workflow does

• Collects inputs through the Form Trigger: product name, verified source description, verified feature phrases, the draft copy, and optional prohibited terms.
• Validates required fields and normalizes the draft text for consistent matching.
• Flags missing verified feature phrases using exact phrase matching.
• Scans and extracts numbers from the draft and flags any numbers that do not appear in the provided product name, source description, or verified feature phrases.
• Detects risks by scanning for prohibited terms, common hype terms, HTML markup, and unresolved placeholders.
• Generates a CSV report with a READY_FOR_HUMAN_REVIEW or NEEDS_REVIEW status plus all detected issues.

Use cases

• Audit AI-assisted or freelancer-written ecommerce copy before publishing.
• Verify that drafts include all verified feature phrases exactly as required.
• Catch inaccurate claims by checking whether any numbers in the draft are supported by the product name, source description, or verified phrases.
• Prevent policy and quality issues by identifying prohibited terms, hype language, HTML, and placeholders.

Technical details

• Target platform: n8n 2.x
• Nodes / building blocks: code, sticky note, form trigger, convert to file
• Setup: Import the workflow, then open the Form Trigger test or production URL at the configured path (listing-fact-check-lite).
• Submission format: Enter verified feature phrases (and optional prohibited terms) separated by semicolons or new lines.
• Output: Download the generated CSV via the final step’s binary output.