Prompts vs keywords — why GEO is different from SEO
The shift from keywords to prompts, and why your old SEO strategy will only take you halfway.
Prompts vs keywords — why GEO is different from SEO
TL;DR — SEO optimises for keywords. GEO optimises for prompts. The distinction sounds semantic; in practice it changes what you write, how you measure it, and which channels move the needle.
Keywords are a bag of words. Prompts are a question.
An SEO keyword is a search term:
best crm for real estate
A GEO prompt is a fully-formed question — often ten to twenty words long, often conversational, often loaded with context:
What's the best CRM for a small residential real estate team of five agents that already uses Google Workspace and doesn't want to pay for Salesforce?
Users type prompts into AI engines because they're expecting an answer, not a list. That single fact ripples through everything downstream.
Why the difference matters
| Keyword | Prompt | |
|---|---|---|
| Length | 2–4 words | 8–25 words |
| Intent | Category-level | Situation-specific |
| Best asset | Landing page targeting the keyword | Content that fully answers the question |
| Success looks like | Blue link, top of page | Named in the answer, cited by the engine |
| Volume data | High-quality tools | Sparse — we generate & sample |
| Refresh rate | Weekly | Daily |
How we generate prompts
For every project we auto-generate prompts your buyers would actually ask. We use your website content, industry, competitor set, and the surface area of your product to draft prompts that are:
- Real long-tail questions, not one- or two-word keywords
- Unbranded — we do not stuff your brand into the prompt, because that inflates your visibility score with false positives
- At least six words — anything shorter behaves like a keyword, not a prompt
- Comparable across engines — the same prompt is scanned on all seven engines so the score is directly comparable
You can add, edit, or remove any prompt in the Prompts tab.
What "winning a prompt" means
For each prompt we track two things per engine:
- Mention rate — how often your brand name appears in the answer
- Citation rate — how often one of your URLs is cited
A prompt is "won" when both are high across the engines you care about. That's what the visibility score rolls up.
The mindset shift
Stop asking "what keywords should we rank for?" and start asking "what questions should we own the answer to?" Then write pages that answer them completely, in the first paragraph, with the structure AI engines love to quote.
That's the entire game.