Reviewing AI-drafted posts before they publish

The work moves from writing to reading

For years the bottleneck in social media was the blank page. Somebody had to think of a post, write it and find a picture. An agent that drafts removes that bottleneck and creates a new one. A week of posts can now arrive in one go, and each of them needs a person to read it properly.

That is a good trade if the team treats reading as real work. It is a poor one if 'approve' becomes a reflex. The risk with machine drafts is not that they are bad. It is that they are plausible, and plausible drafts get waved through.

What software cannot know

A draft is built from what the agent has been told and what it can see. Four kinds of knowledge sit outside that.

• What changed today. A price update, an item out of stock, a class canceled an hour ago.
• What is happening nearby. A road closure, a local loss, a week in which a joke would land badly.
• What you have promised. A partner's embargo, a supplier's wording, a customer who asked not to be shown.
• What you would never say. Every business has lines it does not cross. Few have written them down.

How to read a machine draft

Read it twice. The first time, read as a customer and ask whether you would stop for it. The second time, read as the owner and check every factual claim against its source. Look hardest at specifics: numbers, dates, names and anything in quotation marks.

Look at the image or video for details that are almost right, such as a product you no longer sell or a logo slightly off. If the draft is built on a trend, ask whether the trend suits your business or only your feed.

Batches need a rule of their own. When seven drafts arrive together, the first gets a careful read and the seventh gets a glance. Split the reading into two sittings, or begin from the end of the week every other time, so that no day's post is always read last.

What should never be automatic

Some categories deserve a human yes every time, however good the drafts become: anything with a price or a legal claim, anything about a named person, anything responding to bad news, and anything that spends money. Speed is not the point for these. A tool that drafts quickly and then waits is the right design.

Where Link AI fits

Link AI by Linkme is our recommendation here because Linkme describes that same design. The agent plans the week, makes the images and videos, and drafts both posts and replies. Linkme's summary of what is left for you is 'You just approve.' A teammate's draft gets the same treatment: the page has it marked 'Needs review' ahead of launch or posting.

Linkme's page does not say how standing instructions are given or whether a correction carries into later drafts, so ask. Book a demo to try Link AI, have it plan a week for your business, and read the drafts with the review checklist beside you.

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