AI SEO Checklist: A 30-Minute Pre-Publish Audit for Every New Article

Most pre-publish lists were built for a different job. A typical one, like Grid13's 10-point checklist, checks the title tag, meta description, alt text, page speed and URL slug. Only one of its ten core points, a direct answer in the opening, is about being quoted. The AI lists that do cover citations, such as SEOSLY's AI SEO checklist and the AI section of Semrush's technical checklist, are mostly site-level audits. You run those once a quarter, not on each post.

The first version of a new article matters more than it used to, because AI engines lean new. In Ahrefs' study of about 17 million citations, pages cited by AI assistants were 25.7% fresher on average than pages in Google's organic results, and ChatGPT showed the strongest pull toward new pages. A fresh post is the kind these engines reach for, so the version you publish is often the version they read.

This AI SEO checklist gives you the minute-by-minute flow, every check with its reason and pass test, a simple ship rule, and a worked pass on a fictional draft. It ends with a free printable copy. For posts that are already live, use our AI SEO checklist for old posts, which adds the refresh and re-index steps.

Why a Classic Pre-Publish List Misses AI Search

A pre-publish checklist exists to catch problems while they're cheap to fix. The problems that stop an AI engine from quoting a page are different from the ones that stop Google from ranking it, and most lists haven't caught up.

What the usual checklist covers

Classic lists check what shows on a results page: the title, the meta description, the URL, image alt text and load speed. Those still matter. But none of them tells you whether a passage lifted out of your article would be true, sourced and complete on its own. That's the test an AI answer puts every page through.

The newer AI checklists fix part of this. SEOSLY's, for example, covers answer-first writing, attribution and robots.txt rules for AI bots. But it's a site audit in a spreadsheet, with no time budget and no pass-or-fail line for each article. A per-article pass with a clock, pass tests and a step for checking every figure against its source is the gap a pre-publish AI SEO checklist has to fill.

What AI engines ask of a new page

The engines publish less than you'd hope, but what they do publish is consistent.

• Google says a page needs to be "indexed and eligible to be shown in Google Search with a snippet" to appear in AI Overviews or AI Mode, and that there are "no additional requirements." Its AI optimization guide adds that you don't need to write in a special way or cut content into tiny pieces.
• Microsoft is more specific. Its October 2025 guide on inclusion in AI search answers asks for descriptive headings, lists, comparison tables and "sentences that make sense even when pulled out of context." It warns against hiding answers in tabs.
• Research backs the evidence checks. In the GEO paper (KDD 2024), citing sources, adding quotations and adding statistics raised a page's visibility in AI answers by 30% to 40%. Keyword stuffing did not help.

So the AI SEO checklist below isn't a set of tricks. It's ordinary good editing, sorted into the order an AI engine meets your page: the opening, the evidence, the structure, and the path a crawler takes to reach it.

The 30-Minute AI SEO Checklist, Minute by Minute

Run the eight sections in order, with a timer. Content comes first because the writer can fix it alone. Crawl access comes last because it may need a developer.

Ask the writer to hand over three things with the draft: the preview URL, the list of sources, and the one question the article answers. That keeps the setup out of your 30 minutes.

If your preview sits on a staging host that's set to noindex on purpose, run sections 7 and 8 against the live site instead: a post already published on the same template, and your live robots.txt with the new post's path.

How to score the AI SEO checklist

Tick each check in the AI SEO checklist as a pass or a miss, then apply one rule:

• Ship: all 7 blockers pass and at least 20 of the 24 checks pass.
• Fix, then ship: all blockers pass and 16 to 19 checks pass. Fix the misses the same day.
• Hold: any blocker fails, or fewer than 16 checks pass.

The blockers are marked (B) below. Each one either makes the page wrong or makes it unreachable, and no amount of polish elsewhere makes up for that.

Minutes 0–13: The Answer, the Sources and the Claims

The first three sections of the AI SEO checklist decide whether a quoted passage from your article would be useful and true. Together they take 13 minutes, and claim verification gets almost half of that.

Section 1: Direct-answer opening (3 minutes)

Our free AI Citation Readiness Checker flags an opening that doesn't give a direct answer in its first 40 to 60 words. Paste the draft in and it runs in your browser.

Section 2: Source attribution (4 minutes)

Google's own quality questions ask whether content shows "clear sourcing, evidence of the expertise involved." Section 2 is where you prove it.

Section 3: Claim verification (6 minutes)

This is the section most checklists skip, and the one that protects your name. AI search engines already struggle with attribution. When the Tow Center at Columbia tested eight of them on 1,600 queries, they gave incorrect answers more than 60% of the time, and were "generally bad at declining to answer." If your page carries a wrong number, an engine can repeat it with your brand attached.

As a rule of thumb, six minutes covers eight to ten sources. If a draft cites more, split the job with the writer, or give this section more time and say so. Don't skim it. Your own product facts count too: if the post mentions your prices or plans, check them against your pricing page, the way our guide to hallucination by omission describes.

Minutes 13–23: Entities, Headings and Tables

The middle ten minutes of the AI SEO checklist test whether a machine can tell what each part of the page is about, and pull out a clean piece of it.

Section 4: Entity clarity (4 minutes)

An entity is a named thing an engine can identify: a company, a product, a law, a person. Clear entities let a lifted passage keep its meaning.

Google's Article markup guide recommends author, datePublished, dateModified and headline, and "strongly" recommends a url or sameAs for each author. The Rich Results Test accepts pasted code, so you can check markup before the page is live. Markup won't earn you a place in AI answers on its own: Google says structured data "isn't required for generative AI search." It just has to be right. For what a named, verifiable author can and can't do, see our look at whether author bios help AI search visibility.

Section 5: Semantic headings (3 minutes)

Paste the draft into our Heading Structure Checker for 5.1. It also flags duplicate headings and any over 70 characters.

Section 6: Tables and lists (3 minutes)

Minutes 23–30: Crawl Access and AI Crawler Directives

The last seven minutes of the AI SEO checklist cover the path a crawler takes to your page. These checks usually pass once your templates are right. They're in the checklist because the one time they fail, nothing else in it matters. They cover one page only. Site-wide checks, such as server logs, bot IP verification and llms.txt, belong in a quarterly AEO audit.

Section 7: Crawl accessibility (4 minutes)

Two terminal commands cover 7.1 and 7.2. Replace the URL and the phrase with your own:

# 7.1: status code and any robots header
curl -sI https://example.com/blog/new-post | grep -iE "^HTTP|x-robots-tag"
 
# 7.2: is the opening in the raw HTML? A count of 0 means it's rendered by JavaScript
curl -s https://example.com/blog/new-post | grep -c "first six words of your opening"

For a quick outside view once the page is public, our AI Search Readiness Check fetches the page and grades crawler access, one H1, a canonical, structured data and whether real HTML content came back.

Section 8: AI crawler directives (3 minutes)

Keep two kinds of bot apart when you read 8.1. Search crawlers decide whether you can be found and cited. Training crawlers, such as GPTBot, ClaudeBot and the Google-Extended token, decide whether your pages train future models. Google says Google-Extended "does not impact a site's inclusion in Google Search." Blocking training bots is a fair choice. Blocking search bots by accident is the mistake this check catches.

Our free robots.txt Tester takes your live file and a path, and shows the verdict for every known bot at once. For each vendor's user agents and IP lists, see our AI crawler directory. If you run on Cloudflare, the Cloudflare challenge trap shows where a blocked AI bot appears in its logs.

A Worked AI SEO Checklist Pass on a Tallyfold Draft

Tallyfold is a fictional invoicing and payments app for agencies, and the draft below is made up. The law it discusses is real, and every fix links the official source.

The draft is a 1,400-word post titled "Can Agencies Charge Interest on Late Invoices?" A writer produced it with an AI assistant, and it's due to publish on tallyfold.example/blog the next morning. Here's what 30 minutes with the AI SEO checklist turned up.

The new opening passes 1.1 and 1.3 at once, and every figure in it comes from GOV.UK's guide to charging interest and its page on debt recovery costs:

Yes. Under UK law, an agency can charge another business statutory interest of 8% plus the Bank of England base rate on a late invoice, plus a one-off fixed sum of £40, £70 or £100 depending on the size of the debt.

The fee table that replaced the screenshot is three rows long:

The writer's fixes took about 40 minutes and the developer's took 15. A second pass scored 23 of 24, with every blocker passing. The one miss was 5.3: the closing section still opened with a recap instead of an answer. That's a same-day fix, not a reason to wait, so the verdict became Ship.

Notice where the misses were. Almost none were classic SEO problems. The title, meta description and URL were fine. The misses were a wrong interest rate, a wrong fee, a crawler blocked by an old rule, and a FAQ no AI crawler could read. A traditional checklist would have passed this draft. The AI SEO checklist held it.

Download the Checklist

The whole AI SEO checklist fits on two A4 pages: 24 tick boxes in eight timed sections, the pass test for each, the seven blockers marked, and the ship rule at the bottom.

Download the AI SEO checklist (PDF)

It's free to share. Print it, put it in your editorial workflow, or hand it to a client, as long as you link back to this page as the source. Agencies are welcome to use it on client work.

Keep the web version of the AI SEO checklist bookmarked too. Microsoft's guidance advises against relying on PDFs for core information, which is why every check also lives on this page as plain HTML. The PDF is for the desk. This page is the one that stays current.

For drafts that need deeper work on each passage, the Lift Test in our guide to optimizing content for AI search goes section by section. To plan the structure before anyone writes, use the six-block template for AI citation.

Where Rankbox Fits in a Pre-Publish Audit

Rankbox's Citation-Ready Writer researches the live web and drafts 2,000–3,500-word articles with their sources linked, and every draft gets an SEO score and a GEO score before it ships. That covers part of sections 1, 2 and 5. It doesn't replace the pass. Only your team can confirm a figure against its source for your market, add your own data, and check your robots.txt, templates and CDN. Rankbox doesn't manage crawler access, and it doesn't track AI citations today.

Articles reach your site through Rankbox's API on the Business plan, at $49.50 a month with a 7-day trial. See pricing. Run this AI SEO checklist on those drafts the same way you'd run it on your own.