How do you review an AI content brief before anyone writes?

Why the brief is where most problems start

An AI content brief is the plan a writer, or another AI tool, follows to produce a page: the search it targets, who it's for, the headings, the questions to answer, the facts to use and the links to include. Tools can build one in seconds from the pages already ranking for a keyword. That speed is useful. Google's own guidance on generative AI content says these tools can be particularly useful for researching a topic and adding structure to original content.

The trouble is what a brief locks in. If it targets the wrong search, every paragraph written from it answers the wrong question. If it carries an invented figure, the writer repeats it in good faith. If its outline is the average of the top results, the finished page says what everyone else already says. Fixing those problems in a brief takes minutes. Fixing them in a published page takes a rewrite, and sometimes a correction your customers have already seen.

Google gives a clear reason to be careful with the facts. Its guidance explains that generative models don't retrieve facts; they predict a likely sequence of words based on their training data. It calls it critical to manually fact-check and review all AI-generated content for accuracy and trustworthiness before publishing, and says that review also applies to metadata such as title elements. A brief is the first piece of AI-generated content in the chain, so the checking starts there.

Scale is the other risk. Google's spam policies describe scaled content abuse as many pages generated for the primary purpose of manipulating search rankings and not helping users, and they list using generative AI tools to generate many pages without adding value for users as one example. A business that runs one unreviewed brief through a tool fifty times, once per suburb or service, is building exactly that pattern. If you're planning a batch of pages, decide which pages to write first and review each brief on its own. For how briefs fit a wider content programme, see AI content.

The four passes at a glance

Work through the brief in this order. Intent comes first, because a brief aimed at the wrong search fails however good its facts are. Evidence comes next, because the originality and authorship passes both depend on knowing which facts are solid. Each pass ends with a decision: keep the brief as it is, fix it yourself, or send it back to whoever produced it.

Use the table as a working checklist rather than a score. A brief that clears three passes can still go back if the fourth fails badly, and a brief with small gaps in every pass may only need an hour of fixing. Write your decision and the reason at the top of the brief, so the writer knows what changed and why.

1. Intent: search the target phrase yourself and confirm the brief answers the same question the live results answer, for the same kind of reader.
2. Evidence: open every source the brief names and confirm each claim appears there, in a current version, from the organisation that owns the fact.
3. Originality: list what the planned page will hold that the top results don't, and confirm at least one item comes from your own work.
4. Author review: name the person whose experience the page draws on, and the person who checks the finished page before it goes live.

Pass 1: check the brief against the search people actually make

AI tools build briefs from keyword data and from the pages already ranking. Both can mislead. One phrase can mean two different things, and a tool that reads only a handful of top pages can miss what the results page is really showing. Before you read the brief's outline, search the target phrase yourself, on the kind of device your customers use.

The keyword for this guide makes the point. When we pulled the Google Australia mobile results for "ai content brief" on 26 October 2026, page one mixed brief generators and how-to articles with Google's announcement of its own AI Brief. Google describes that as a Gemini-powered way to guide AI Max for Search campaigns in your own words. It's an advertising feature, nothing to do with planning a page. The People Also Ask box on the same results page drifted to questions about earning money with AI. A brief that tried to cover all of that would confuse every reader who landed on it.

Google's guide to how Search works says relevance is determined by hundreds of factors, which can include the user's location, language and device, and that the search features on the results page change with the query. So check from the area you serve, on a phone if most of your customers search on one, and note what the page shows: a map, videos, product listings, an AI Overview, or plain articles. If the results are mostly local businesses and the brief plans a long explainer for other marketers, one of them is wrong, and it's rarely Google.

For a page that already exists, Search Console's Performance report shows the queries it appeared for, with clicks and impressions. Those are searches real people made. Compare them with the brief's primary keyword. Google's SEO Starter Guide reminds site owners to think about the words a user might search for, with the example that some people search for "charcuterie" while others search for "cheese board". Your customers have their own words for your work, and the brief should use them.

Run these checks against the brief's opening section and its headings:

• The primary keyword names the same thing your customers mean by it.
• The reader in the brief matches who the results serve: homeowners, business owners or other marketers.
• The page type fits the results page: a guide, a service page, a comparison or a local page.
• The stage of buying matches: learning about a problem, comparing options, or ready to call someone.
• Every heading answers part of the main question, and none drifts into a neighbouring topic that another page on your site already covers.
• The planned call to action suits that stage. A reader still learning won't book a job from the first paragraph.

Pass 2: make sure every claim has a source someone has opened

Evidence completeness is the pass most often skipped, because AI briefs look finished. Facts arrive in confident sentences with tidy numbers. Some will be right. Some will be out of date, credited to the wrong body or invented outright, and the brief gives no sign which is which. Treat every factual line as unconfirmed until a person has opened its source.

Start by listing every claim the brief asks the writer to make: definitions, rules, how a product behaves, figures, dates and anything about your own business. Then check each one against the table below. A claim with no source gets cut or sent back for one. A claim with a source still needs that source opened, because AI tools can attach a real link to a sentence the linked page never says.

Then check the sources themselves. Does the link load? Does the page say what the brief claims, in words you can point to? Is it the current version? Google's help pages show a last updated date; note it, and note the day you read the page, because interfaces and policies change. Where a detail could change soon, the finished page should say so plainly, with the month and year of writing.

Pages that touch money, health, safety or legal rights need the most care. Google's helpful content guidance says trust is the most important part of E-E-A-T (experience, expertise, authoritativeness and trust), and that its systems give even more weight to content that aligns with strong E-E-A-T on topics it calls "Your Money or Your Life". Its self-assessment also asks whether content has easily verified factual errors. For pages like these, put the source list at the top of the brief, before the outline.

One more check belongs in this pass: what went into the AI tool in the first place. The Office of the Australian Information Commissioner (OAIC) recommends that organisations don't enter personal information, and particularly sensitive information, into publicly available generative AI tools. If the brief was built from customer emails, job notes or call recordings, confirm that names and contact details were removed before anything was pasted in. The guide to creating citable research covers publishing evidence only your business holds.

Pass 3: find what the page will add

Many AI briefs are built by reading the top-ranking pages and merging their headings. The result looks thorough because it covers everything the competitors cover. That's also its weakness: a page written from it can only repeat them. Google's helpful content guidance asks whether content provides original information, reporting, research or analysis, whether it offers insight beyond the obvious, and whether it avoids simply copying or rewriting other sources. Its spam policies list stitching or combining content from different web pages without adding value as a form of scaled content abuse.

So this pass asks one question of the brief: what will this page hold that the top results don't? Write the answer as a short list at the top of the brief. If the list is empty, the brief isn't ready. If every item on it could be found with one search, it still isn't ready.

Competitor pages are useful for one job: finding gaps. Read them for what they cover and what they miss, then close the gaps with your own material. Never paste competitor text into the brief, even as an example of tone. Writers, and AI tools especially, tend to echo whatever is in front of them, and an echo of a competitor is the opposite of what pass three is for.

This matters for AI answers as well as the regular results. Google says there are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimisations necessary, and that ordinary SEO advice still applies. It also says both features may use a technique it calls query fan-out, issuing multiple related searches across subtopics and data sources to develop a response. A page with clear, first-hand answers to the smaller questions around a topic gives those searches something worth finding, though no page is ever owed a place in an answer. The guide to search snippets and AI eligibility covers the technical controls.

Once your originality list exists (the sources listed below are a good place to start), rebuild the outline around it. Keep the headings that every reader needs, such as a plain definition, and cut the ones that only restate what the top results already say well. Then give each item on the list its own heading or a clear place under one. A brief rebuilt this way is usually shorter than the one the tool produced, and much harder to copy.

Local service businesses hold more original material than most realise. It's in the job diary, the quote notes, the phone and the heads of the people doing the work. Look for these:

• Questions customers asked on the phone or on site, in their own words.
• The steps in your actual process, including the checks other businesses skip.
• Photos of real jobs, taken and used with the owner's permission.
• Mistakes you're called in to fix, and what usually caused them.
• Local conditions that change the work, such as housing age, salt air, steep blocks or access.
• Decisions you make often, written as a rule a customer could follow themselves.
• Things you'd tell a friend not to do, and why.

Pass 4: name who knows this and who checks it

The last pass is about people. Google's helpful content guidance groups its advice under who created the content, how and why. On who, it asks whether it's self-evident to visitors who authored the content, and whether pages carry a byline where one might be expected. On how, it asks whether the use of automation, including AI generation, is self-evident to visitors through disclosures or in other ways, and suggests disclosures where someone might wonder how a page was made. On why, it says the aim should be creating content primarily to help people.

A brief should settle the who question before writing starts. Name the subject expert: the person whose jobs, process and judgement the page draws on. In a small business that's usually the owner or the most experienced person on the tools. Book a short call or ask for a voice memo, using the questions in the brief. Their answers are the original material pass three asked for.

Then name the reviewer: the person who checks the finished page against the brief and the sources. Google's self-assessment asks whether content is written or reviewed by an expert or enthusiast who demonstrably knows the topic well, so a byline should belong to someone who actually did one of those. Google also warns that fabricated creator profiles are deceptive, and that any form of deception makes a page untrustworthy to both users and its automated quality systems.

In a one-person business, the same person may hold three of these roles. That works, as long as the expert input and the final read happen on different days, with fresh eyes. Keep a short note with each page of who reviewed it and when, so that when a fact changes later you know who to ask. The guide to keeping AI content accurate over time covers that ongoing review.

Worked example: reviewing a brief for a Buderim electrician

The business below is invented for illustration. Buderim is a real suburb; the electrician, the brief and every decision are made up.

A Buderim electrician asks an AI tool for a content brief on switchboard upgrades. Within a minute it returns a primary keyword, eight headings, six FAQs and a list of facts, including a figure for how many house fires start at the switchboard and a line saying all homes must replace old switchboards by a set year.

Intent pass. The owner searches the keyword on her phone from the workshop. The results are mostly local electricians and a few safety explainers for homeowners. The brief's outline reads like a guide for other electricians, with headings on wholesale parts and installation technique. Decision: fix. The angle changes to homeowners deciding whether their board needs work, and the parts headings go.

Evidence pass. She looks for the house-fire figure's source. The link in the brief goes to a general news page that never mentions it, so the figure is cut. She can't find the replacement deadline anywhere in the state regulator's guidance, so that line is cut too, and the brief gets a note to check the regulator's current rules before writing anything about compliance. Two definitions match the regulator's own wording and stay, with the read date noted beside each.

Originality pass. The outline matches the top three competitor pages almost heading for heading. Her list of what only she can add: the questions Buderim customers ask most when she quotes, photos of old boards from real jobs used with the owners' permission, and how she decides between repairing a board and replacing it. Those become three new sections, and two generic headings are dropped.

Author review. She's the subject expert, so she records a voice memo answering the brief's questions. Her office manager writes the draft from the memo. She reads it the next morning against the brief, opens each source again and signs off, with her name on the byline.

The brief that reached the writer was shorter than the one the tool produced. It was also accurate, aimed at the right reader and full of things only this business could say. If you'd like another set of eyes on your briefs or your content plan, request a strategy review.