AI Content Editing Checklist: Fix Drafts Before You Publish

An AI draft is a starting point, not a finished article. Left unedited, it tends to be generic, repetitive and occasionally wrong. Readers notice, and search engines increasingly reward content that shows real experience. This checklist gives you a repeatable way to turn a rough AI draft into something you are happy to put your name on.

For the wider process, see the AI content marketing workflow.

Pass 1: Purpose and structure

• Does the piece answer the question in the title within the first few paragraphs?
• Is it written for one clear reader, such as a small shop owner in Indore, rather than "everyone"?
• Do the headings follow a logical order?
• Is there a section that adds nothing? Cut it.

Pass 2: Facts and claims

• Highlight every number, date, law, product claim and quote.
• Verify each against a reliable source, or remove it.
• Remove invented examples that pretend to be real case studies.
• If something cannot be confirmed, rewrite it as a general statement or label it as hypothetical.

Read AI hallucination checks for marketers for a deeper method.

Pass 3: Add what AI cannot

This is where your content becomes distinctive:

• A real example from your work or a client (with permission).
• Your opinion, including where you disagree with common advice.
• Local context, such as festival timing, pricing in rupees or regional behaviour.
• Screenshots, templates or small data you collected yourself.

Pass 4: Voice and style

• Replace stiff phrases and filler openings.
• Vary sentence length. Long runs of similarly shaped sentences feel robotic.
• Cut repeated words and ideas.
• Check against your brand voice guide.
• Read it aloud. Anything you stumble on needs rewriting.

Pass 5: SEO and usability

• Is the main keyword used naturally in the title, intro and a heading?
• Is the meta description accurate?
• Are links relevant and working?
• Is there descriptive alt text on images?
• Are paragraphs short and scannable on a phone?

Use the on-page SEO checklist for the details.

Pass 6: Legal and ethical

• Does the text copy phrasing from another source? Run a plagiarism check if unsure.
• Are testimonials and endorsements real and approved?
• Does it follow your team's AI usage rules?
• Has the right person approved it?

Hypothetical example

A freelancer asks for a draft on "how to price wedding photography". The draft lists confident price ranges with no source. During Pass 2 she deletes the ranges, replaces them with a method for calculating pricing from her own costs, and adds a short story from a past client. The final article is shorter, safer and more useful.

A simple edit log

Keep a short note with each article: who drafted, who fact-checked, who approved and the date. It helps when you update the piece later.