AEO/GEO Checklist for Articles and Landing Pages

TL;DR: Every AI-optimized page should answer the main question immediately, match a specific search intent, and guide readers toward the next step. Use clear headings, concise paragraphs, HTML tables, FAQs, descriptive image alt text, authoritative sources, and relevant internal links. Complete SEO metadata, schema markup, and technical accessibility checks to maximize visibility in both search engines and AI-generated answers.

1. Search Intent and Funnel Stage

  • Define a primary SEO keyword.
  • Define the primary AI prompt the content should answer.
  • Identify the funnel stage: Awareness / Consideration / Decision / Conversion.
  • The closer the user is to conversion, the stronger the CTA and product page links should be.
  • Include a clear product bridge to doBoard or Spotfix whenever it naturally fits the topic.

Example

  • Keyword: Trello alternatives
  • AI Prompt: best Trello alternative with unlimited users
  • Funnel Stage: Decision
  • Target Page: /trello-alternative/

2. Add a TL;DR or Quick Summary at the Top

  • Start the page with a TL;DR, Quick Summary, or Best Answer section.
  • The summary should answer the article's primary question in 2–6 concise sentences.
  • Readers should be able to understand the main takeaway without reading the entire page.
  • Include specific information rather than generic statements.
  • Mention your brand naturally when appropriate.

Poor Example

Improve collaboration and streamline workflows.

 

Better Example

doBoard is a simple project management platform for small remote teams that need task management, time tracking, workload planning, and client workspaces without per-user pricing.

 

3. Content Structure and Chunks

  • Use a clear and descriptive H1.
  • Write H2 and H3 headings as specific questions or focused topics.
  • One H2 = one topic.
  • One paragraph = one idea.
  • Start important sections with a short, direct answer.
  • Make paragraphs self-contained so they can be quoted or extracted independently by AI systems.
  • Avoid large walls of text.

4. Use Tables When Appropriate

  • Include a comparison table when the topic involves evaluating options or making a choice.
  • Use HTML tables, not images.
  • If using Ninja Tables, verify on the published page that the content is fully readable as HTML text.
  • Use clear column headings.
  • Make table cells descriptive and self-contained. Avoid entries such as "Yes", "No", or "Good" without context.
  • Add a brief explanation before the table and a short conclusion after it.

Recommended Formats

Format
Tool / Best For / Key Features / Pricing / Limitations
Problem / Recommended Feature / Why It Helps
Feature / Use Case / Best-Fit Team

5. Optimize Images for Humans and AI

  • Important information should never exist only inside an image. Always provide supporting text.
  • Every meaningful image should have a descriptive alt attribute.
  • Alt text should describe the purpose or meaning of the image, not simply say "screenshot."
  • Add captions when images explain a process, interface, dataset, workflow, or comparison.
  • Include text context near the image.
  • Use descriptive filenames instead of names like image-123.png.

Example Alt Text

doBoard workload planning view showing estimated hours, logged hours, and available team capacity for sprint planning.

6. Add an FAQ Section

  • Include an FAQ section when the topic naturally generates questions.
  • Questions should resemble real search queries and AI prompts.
  • Answers should be concise, typically 2–6 sentences.
  • Each answer should be understandable on its own.
  • For commercial topics, include purchase-oriented questions.

Examples

  • What is the best Trello alternative with unlimited users?
  • Is doBoard a good Jira alternative for small teams?
  • Does doBoard charge per user?
  • Does Spotfix work for website feedback from clients?

7. Sources, Citations, and Trust Signals

  • Support comparisons, pricing, statistics, and factual claims with authoritative sources.
  • For competitors, prefer official pricing and feature pages.
  • Include the source and date for all important statistics.
  • If the article targets a specific year, such as "2026," verify that all information is current.
  • Avoid unsupported claims such as "best," "leading," or "most popular."
  • Include an author or brand author.
  • Display publication and/or last updated dates.
  • Link to relevant product, feature, comparison, and use-case pages.
  • Use descriptive anchor text instead of generic phrases such as "Learn More."
  • Match the CTA to the funnel stage.

Awareness: Soft CTA

Decision / Conversion: Direct CTA

  • Link users to the most relevant page, not automatically to the homepage.

Example Anchor Text

  • Trello alternative with unlimited users
  • website feedback tool for clients
  • project management software for software agencies
  • planning poker feature

9. WordPress and Yoast Metadata

  • SEO title matches the H1 and primary keyword.
  • Meta description clearly communicates the page's value.
  • WordPress excerpt contains a concise 1–2 sentence summary.
  • Open Graph title and description are intentional and aligned with the content.
  • URL slug is short and descriptive.
  • Featured image includes meaningful alt text.

10. Schema Markup and Technical Accessibility

  • Add Article schema for articles.
  • Add FAQ schema when FAQ content exists.
  • Add SoftwareApplication or Product schema for product pages when applicable.
  • Include Breadcrumb schema.
  • Ensure the page is not set to noindex.
  • Avoid using nosnippet if you want visibility in AI-generated answers.
  • Make sure important content is available in HTML and not hidden inside tabs, PDFs, images, or JavaScript components.
  • Include the page in your XML sitemap.

11. Review llms.txt Eligibility

After publishing, decide whether the page should be added to llms.txt.

Consider adding:

  • Product pages
  • Comparison pages
  • Alternative pages
  • Best tools pages
  • Major guides
  • Important use-case pages
  • High-value evergreen articles

Do not add every published article, especially if you publish content at scale.

If you add a page, include a descriptive explanation rather than listing only the URL.

12. Final Pre-Publication Review

Before publishing, confirm the following:

  • A clear answer or TL;DR appears near the top.
  • AI systems can extract at least 3–5 standalone answer snippets from the content.
  • A comparison table is included when appropriate.
  • An FAQ section is included when relevant.
  • Internal links point to relevant commercial pages.
  • Claims are supported by authoritative sources.
  • The content includes a natural product bridge to the brand or product.
  • It is clear who the product is for.
  • For commercial and comparison content, it is also clear who the product is not for.
  • SEO title, meta description, excerpt, and image alt text are completed.
  • A decision has been made regarding inclusion in llms.txt.

Quick Version

  • TL;DR included.
  • Direct H2 and H3 headings.
  • Self-contained paragraphs.
  • Table included when appropriate.
  • Images include alt text, captions, and supporting context.
  • FAQ included when appropriate.
  • Sources added for important claims.
  • Internal links point to commercial pages.
  • SEO title, meta description, and excerpt completed.
  • Decision made about inclusion in llms.txt.

(PS) Postscriptum

At CleanTalk, we're exploring the idea of creating an online tool that helps webmasters check any webpage or website against this checklist, much like our Malware & Security Website Scanner (currently in beta). We'll share updates and news about the project here as they become available.

FAQ: AEO/GEO Checklist

What is an AEO/GEO checklist?

An AEO (Answer Engine Optimization) / GEO (Generative Engine Optimization) checklist is a set of guidelines used to optimize content for AI-powered search engines, chatbots, and answer engines. It helps ensure that pages provide clear, accurate, and structured answers that can be easily understood and cited by AI systems.

Why is an AEO/GEO checklist important?

AI search tools increasingly provide direct answers instead of traditional search results. An AEO/GEO checklist helps improve content visibility in AI-generated responses, increases the chances of being cited as a source, and improves the overall user experience by delivering concise and relevant information.

What should every AEO/GEO checklist include?

A good AEO/GEO checklist should cover search intent, AI-friendly content structure, a clear TL;DR section, question-and-answer formatting, factual accuracy, schema markup, internal linking, citations, and strong calls to action where appropriate.

How is AEO/GEO different from traditional SEO?

Traditional SEO focuses on ranking pages in search engine results, while AEO/GEO focuses on helping AI systems understand, summarize, and recommend content. Although many SEO best practices still apply, AEO/GEO places greater emphasis on direct answers, context, entity relationships, and content clarity.

How can I tell if a page is optimized for AI search?

An AI-optimized page typically provides a clear answer near the beginning, uses descriptive headings, addresses common questions, includes structured data, demonstrates expertise, and presents information in a format that AI systems can easily extract and reference.