Prompt studio: from weak request to useful output
A prompt is a brief: data, role, limits, format, and QA.
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

Agentic Commerce: How to Prepare Your Online Store for AI Agents That Shop
Agentic commerce in 2026: the ACP and UCP protocols, why in-chat checkout stalled, and what a store owner must fix in the feed, prices and stock so an AI agent picks you.
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How to Track AI Traffic in GA4: ChatGPT, Gemini, Claude, Perplexity
Google Analytics 4 added an AI Assistant channel — but it misses a lot. How to build a custom channel group, catch Perplexity and the invisible AI traffic hiding in Direct, and see the real revenue AI brings you.
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Google AI Max in 2026: Should You Switch From Performance Max
What Google AI Max is, how it differs from Performance Max, and whether you should switch in 2026. Google's real numbers vs independent data, brand and geo controls, DSA migration. A breakdown by SEOquick.
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