Anthropic launches Claude Sonnet 4.6 and Opus 4.6 with 1M-context betaGemini 3.1 Flash Live targets real-time voice and vision agentsOpenAI adds more product-layer emphasis to safety and governanceGoogle expands Gemini deeper into Docs, Sheets, Slides, and DriveGPT-5.4 mini and nano push cheaper production inference tiersGitHub spreads GPT-5.4 across Copilot editors, CLI, mobile, and agentsAI agent UX is shifting from async chat to live multimodal interactionModel governance is becoming a shipping requirement, not a policy appendixCoding copilots are now competing on workflow integration, not just model accessLow-latency multimodal APIs are turning into default platform expectationsAnthropic launches Claude Sonnet 4.6 and Opus 4.6 with 1M-context betaGemini 3.1 Flash Live targets real-time voice and vision agentsOpenAI adds more product-layer emphasis to safety and governanceGoogle expands Gemini deeper into Docs, Sheets, Slides, and DriveGPT-5.4 mini and nano push cheaper production inference tiersGitHub spreads GPT-5.4 across Copilot editors, CLI, mobile, and agentsAI agent UX is shifting from async chat to live multimodal interactionModel governance is becoming a shipping requirement, not a policy appendixCoding copilots are now competing on workflow integration, not just model accessLow-latency multimodal APIs are turning into default platform expectations
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SEO Prompts

90 SEO Prompt Templates for Content Briefs, Outlines, and Articles

Build search-focused articles faster with prompts for keyword clustering, competitor gap analysis, outline generation, refreshes, and internal linking.

By ChatGPT AiML EditorialJan 2026 15 min read

SEO prompting works when it respects search strategy. It fails when teams ask for a full article before they have clarified intent, keyword clusters, competing angles, and internal linking opportunities.

The model should help you accelerate the workflow, not replace judgment. Strong prompts create better briefs, sharper outlines, cleaner refreshes, and articles that are easier to edit into something worth ranking.

Key Takeaways
  • Prompt the strategy first, then the brief, then the article draft.
  • Use prompts to expose gaps in coverage, not just to produce more words.
  • Force the model to map search intent, SERP patterns, and differentiation before drafting.

Start with topic architecture, not drafting

A good SEO page usually sits inside a cluster. Before you write anything, prompt the model to group related terms by intent, identify which pages should exist, and separate primary topics from supporting subtopics. This prevents cannibalization and makes internal linking easier.

Keyword cluster prompt
You are an SEO strategist. Group these keywords into topic clusters based on search intent, SERP similarity, and buyer stage: [keywords]. For each cluster, recommend a primary page, supporting pages, likely search intent, and the questions the content must answer to be useful.

Use the brief to force differentiation

Most AI-assisted content looks the same because the brief never explains what makes your page more useful than the pages already ranking. Ask the model to identify the common SERP patterns first, then define what your version should add: fresher examples, clearer workflows, stronger proof, or a different audience lens.

  • What is every ranking page already covering?
  • What questions are only partially answered on the SERP?
  • What original angle, experience, or evidence can your page add?
  • What does the reader need at the end that other pages do not provide?

Draft from a constrained outline

Article draft prompt
Draft an article for the topic [topic] using the outline below. Audience: [audience]. Search intent: [intent]. Differentiation: [angle]. Include only claims we can support with these inputs: [proof]. Keep the tone [tone]. For each section, write with concrete examples and practical steps. Do not pad the article with definitions the audience already knows. End with a conclusion that helps the reader act.

The outline is where most SEO quality is won or lost. If the sections are well-scoped and the differentiation is explicit, the draft is much easier to edit into a page that feels purposeful instead of generic.

Use prompts for refreshes, not just new pages

Prompting is especially valuable during content refreshes. The model can compare an existing page to current SERP patterns, identify stale claims, suggest missing subtopics, and map internal links you should add. That often produces faster gains than publishing another net-new article.

  • Audit the current page for weak sections and thin answers
  • Compare the page outline against likely current ranking patterns
  • Suggest missing examples, FAQs, and conversion paths
  • Recommend internal links based on related cluster pages
Practical rule

Do not publish first-pass AI drafts. Use them to speed up structure and coverage, then edit for originality, accuracy, and point of view.

SEO content gets better when prompts are used upstream, before the first paragraph is written. That is where structure, intent, and differentiation are decided.

Once those decisions are explicit, the draft becomes easier to improve and much less likely to read like recycled search sludge.

Recommended Tool

Ready to try it yourself?

Get started with the tools mentioned in this article. Most have free trials — no credit card required.

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