Prompts work in SEO only when they are part of a process. A single “write an SEO article” request creates generic text. A strong mega-prompt defines the role, input data, limits, quality criteria, and output format.
5 rules for SEO prompts
- Give the model source data: URL, keywords, competitors, Search Console exports, CRM questions.
- Ask for a decision, not just text: a cluster, gap analysis, brief, table, or checklist.
- Tell the model not to invent facts and to mark unknowns clearly.
- Separate generation and review into different conversations.
- Keep final editing with a human expert.
Prompt-block library
| Block | Job | Example output |
|---|---|---|
| Keywords | Clustering, intent, long-tail | page map |
| Content | Brief, structure, FAQ, TL;DR | writer task |
| GEO | entities, quotable answers, sources | AI-ready blocks |
| Technical | robots, schema, indexability | task list |
| Conversion | CTA, sem.chat scenarios, UX | user path |
15 core mega-prompts
- “Group these queries by intent and suggest the best page type for each cluster.”
- “Find gaps in these three competitor pages and suggest blocks that add more value.”
- “Build an AI Overviews-ready article structure: quick answer, table, checklist, sources.”
- “Review this text for filler, AI cliches, and weak claims.”
- “Create an FAQ only from questions that influence the user decision.”
- “Suggest Article schema and internal links for this page.”
- “Find places where a SEOquick service CTA is useful without pressure.”
- “Create sem.chat question scenarios for this page.”
- “Identify which user questions should become separate GEO pages.”
- “Review title and description for CTR and intent match.”
- “Split this topic into ToFu, MoFu, and BoFu content.”
- “Find cannibalization risk between these URLs.”
- “Create a plan to update 10 old articles.”
- “Show where the page can naturally link to UNmiss as an audit tool.”
- “Create an implementation checklist for developer, editor, and SEO.”
Practical rule: use prompts as acceleration, not autopublishing. For a stronger system, review SEOquick GEO work, audit pages with UNmiss, and add sem.chat to collect real user questions.
Sources

SEO Optimization for GPT — A Practical Guide (2026)
A complete guide to GEO optimization for AI assistants: crawler setup, structured data, content, links, and visibility in ChatGPT and Google Gemini.
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ChatGPT for SEO in 2026: 8 Ready-Made Prompts, Limits, and How to Rank in AI Search
How to use ChatGPT for SEO in 2026: the GPT-5.5 lineup, 8 ready-made prompts, limitations, comparison with Claude and Gemini, and getting cited in AI answers.
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