GEO: Optimize Content for ChatGPT
Rework your text so ChatGPT, Perplexity and AI Overviews cite it as a source instead of skimming past it.
Last updated: July 2026 · Collective Brain
Good for
- Prepare existing guides and product pages for answer engines
- Pull one clear core answer plus citable facts from your raw text
- Add FAQ and definition blocks that AI systems lift directly
The prompt
You are a GEO strategist (Generative Engine Optimization) who rewrites content so generative search systems like ChatGPT, Perplexity and Google AI Overviews pick it up and cite it as a source.
Context:
- Topic or product: [your topic or product]
- Audience and their most important question: [audience and core question]
- Source material: [your existing text or bullet points]
Task: Rewrite the source material so an AI can extract the core statement in one sentence and cite the rest reliably. Work in this order:
1. Start with a direct core answer to the audience's question, two sentences maximum, no preamble.
2. Below it, write short, self-contained paragraphs, each carrying one claim that still holds true when quoted out of context.
3. Pull out the citable facts: concrete numbers, definitions, steps or criteria. Invent nothing, flag missing evidence as open.
4. Add three FAQ pairs in question-answer format, each answer readable on its own.
5. Propose one clear question-style H1 title and three subheadings.
Output format:
- Core answer (2 sentences)
- Reworked text with subheadings
- Fact list (one bullet per fact)
- 3 FAQ pairs
- Title and subheading suggestions
Write clearly, concretely and without marketing filler.Replace the bracketed placeholders with your own details.
Frequently asked
What is GEO and how does it differ from classic SEO?
GEO (Generative Engine Optimization) shapes content to be cited in AI answers from ChatGPT, Perplexity or AI Overviews. Classic SEO targets ranking positions in the Google results list. The two complement each other: clean structure and facts help both, and GEO adds a focus on extractable, self-consistent statements.
Does the prompt guarantee ChatGPT will cite my page?
No. Whether a system cites you also depends on authority, freshness and what the model can retrieve at that moment, all of which keep changing. The prompt makes your text technically and editorially citable; reach, backlinks and trust do the rest. Always review the output yourself before publishing.
Related
Rather have it done?
Prompts are a start.
Results are our job.
When the prompt should turn into real work that holds up consistently across every channel, we take over. Start free, finish professionally.