The GEO Checklist: 15 Things to Do Before Publishing Every Post

6 min read
GEOWordPressStrategy

Why You Need a GEO Pre-Publish Checklist

Every blog post is an opportunity to earn AI citations. But AI engines are selective — they cite content that is well-structured, clearly written, technically sound, and easy to extract information from. A post that is brilliant in substance but poor in structure may never get cited.

This checklist ensures every piece of content leaves your CMS ready for both human readers and AI search engines. Print it, bookmark it, or build it into your editorial workflow.

The 15-Point GEO Checklist

Structure and Formatting

1. Clear Heading Hierarchy

Your H2 and H3 headings should form a logical outline that makes sense when read without the body text. AI engines use headings to understand content organization and to locate specific answers.

Check: Can someone understand what your article covers by reading only the headings?

2. Question-Based Headings Where Appropriate

AI search queries are often questions. When your heading matches the question format, AI engines can directly associate your content with user queries.

Examples:

  • Instead of "Pricing Factors" use "What Factors Affect Pricing?"
  • Instead of "Installation Process" use "How Do You Install It?"

Not every heading needs to be a question — but key informational sections benefit from this format.

3. Front-Loaded Paragraphs

The first sentence of each section should state the key point. AI engines extract opening sentences more than closing ones. Do not bury the lead.

Bad: "After years of research and numerous failed experiments, scientists discovered that..." Good: "Scientists discovered that X causes Y, according to a 2025 study published in..."

4. Bullet Points for Scannable Information

When you have lists of items, steps, features, or recommendations, use bullet points. AI engines parse bulleted lists reliably and often reproduce them in cited answers.

Check: Is there any paragraph with more than three items listed in prose that would work better as bullets?

Content Quality

5. Explicit Claims With Supporting Evidence

Every factual claim should be specific and supported. Vague statements do not get cited because AI engines cannot verify them.

Bad: "Many businesses have improved their performance significantly." Good: "Businesses that implemented structured data saw an average 23% increase in AI crawler visits within 90 days."

6. Self-Contained Sections

Each H2 section should provide complete value even if extracted from the rest of the article. AI engines cite sections, not entire pages.

Check: Could someone read just one section and get a complete, useful answer?

7. No Orphan References

Avoid references that require context from elsewhere in the article:

  • "As mentioned above..." — What if the AI only extracts this section?
  • "See the table below..." — The table may not be included in the citation
  • "Following the steps from Part 1..." — Part 1 is a different URL

8. Concrete Examples and Data

Abstract advice is hard to cite. Concrete examples and specific data points give AI engines material they can confidently attribute to your source.

Check: Does every major recommendation include at least one specific example or data point?

Technical SEO and Schema

9. Article Schema Markup

Ensure your page outputs proper Article (or BlogPosting/NewsArticle) structured data including:

  • headline
  • datePublished
  • dateModified
  • author (with name and URL)
  • publisher
  • description
  • image

10. FAQ Schema for Question-Answer Content

If your post contains a section that answers specific questions, add FAQPage schema for those Q&A pairs. This makes the content doubly discoverable — through regular crawling and through schema-enhanced features.

11. Internal Links to Related Content

Link to 3-5 related articles within your site. This helps AI crawlers discover more of your content during a single crawl session and signals topical authority.

Check: Do you link to at least 3 relevant internal pages?

Meta and Discovery

12. Descriptive Meta Description

Write a meta description that summarizes the article's key value proposition in 150-160 characters. AI crawlers use meta descriptions as a quick summary signal when indexing content.

Check: Does your meta description accurately summarize what someone will learn from the article?

13. Accurate Publish and Modified Dates

Ensure your CMS outputs correct datePublished and dateModified values in both schema markup and sitemap. Never backdate or forward-date content. AI engines use these for freshness prioritization.

14. XML Sitemap Inclusion

Verify the new post will appear in your XML sitemap with the correct <lastmod> date within minutes of publication. Some CMS configurations delay sitemap updates.

Check: After publishing, verify the post appears in your sitemap at /sitemap.xml or /post-sitemap.xml.

Final Quality Gate

15. The AI Citation Test

Before publishing, ask yourself: "If an AI engine cited one paragraph from this article, which would it be?" Then make sure that paragraph is:

  • Factually accurate and specific
  • Well-written and clear
  • Self-contained (makes sense without surrounding context)
  • Positioned under a descriptive heading
  • The best possible representation of your expertise

If you cannot identify a single citable paragraph, the article needs more work before publishing.

Implementing the Checklist in Your Workflow

For Solo Creators

Add the checklist as a template in your CMS or writing tool. Review it before hitting publish every single time until it becomes second nature.

For Editorial Teams

Build the checklist into your editorial workflow:

  1. Writer: Completes draft addressing items 1-8
  2. Editor: Reviews for items 5-8 quality and adds items 9-11 requirements
  3. Technical/SEO: Verifies items 9-14 are properly implemented
  4. Final review: Item 15 — the AI citation test — before publish

For WordPress Users

Several of these items can be automated or semi-automated:

  • Schema markup can be handled by your GEO plugin
  • Sitemap inclusion is automatic with proper sitemap plugins
  • Internal linking can be suggested by content analysis tools
  • Date accuracy is handled by WordPress core (if you do not manually override)

Focus your manual attention on items 1-8 (content quality) and item 15 (the citation test).

The Compound Effect

Consistently applying this checklist creates a compound advantage. Each well-optimized post:

  • Signals quality to AI crawlers, increasing future crawl frequency
  • Earns citations that build your domain's authority
  • Creates internal link targets for future content
  • Establishes patterns that AI engines learn to trust

After 50 posts published with this checklist, your site becomes a destination that AI engines crawl proactively rather than occasionally. That is the goal — moving from crawled content to trusted source.