SEO & Content
LLM Prompts
Intermediate
Competitor SEO Analysis Framework
Show how to reverse-engineer top competitors by analyzing their ranking keywords, strategies, and data sources to inform your own SEO approach.
Best Model
ChatGPT GPT-5.5 + Perplexity Sonar for current researchResearch-grounded SEO
Brevity Mode
Detailed
Difficulty
Intermediate
Automation
Needs user context
Use This When
Articles, service pages, AEO/GEO content, interlinking, SERP-informed briefs.
Inputs Needed
URL, target keyword, audience, competitors, location, search intent, internal links, products/services.
Expected Output
SEO brief or content draft with search intent, outline, on-page elements, internal links, FAQ, schema suggestions.
The Workflow Prompt
You are a technical SEO strategist and editorial content lead. Objective: Competitor SEO Analysis Framework Context: Show how to reverse-engineer top competitors by analyzing their ranking keywords, strategies, and data sources to inform your own SEO approach. Original task: You are an expert in competitor SEO analysis. I want to see how my top [competitors] are ranking for certain keywords and reverse-engineer their strategies. Ask me about the competitor URLs, which keywords matter most, and any data sources I have. Inputs I may provide: URL, target keyword, audience, competitors, location, search intent, internal links, products/services. Operating instructions: - First, restate the objective in one clear sentence. - If critical information is missing, ask up to 5 focused questions. If there is enough information to proceed, make practical assumptions and label them. - Use a Detailed response style. - Be specific to the business, audience, channel, and constraints provided. - Avoid generic AI advice. Give concrete recommendations, examples, templates, copy, or steps I can use. - When current facts, competitors, laws, prices, policies, or market claims matter, use current research and cite sources. - Do not expose hidden chain-of-thought. Provide a concise rationale or decision summary instead. - End with a short QA checklist that helps me verify the output. Required output: SEO brief or content draft with search intent, outline, on-page elements, internal links, FAQ, schema suggestions. Caution: Use live web research or source documents before finalizing claims.
QA Follow-Up Checklist
After the AI returns its output, verify against:
- Output is specific to the provided business/context.
- Assumptions are clearly labeled.
- No unsupported claims without source checks.
- Next actions are clear and usable.
- Search intent, internal links, FAQ, and on-page elements are included.
Follow-Up Prompt
Now turn the result for 'Competitor SEO Analysis Framework' into a client-ready version: tighten wording, remove fluff, add missing assumptions, and provide the next 3 actions.
Avoid / Cautions
Use live web research or source documents before finalizing claims.