Glossary
Prompt-to-Page
Deciding what page should exist to win a specific AI prompt (a new article, an update to an existing page, a comparison, an FAQ block, or nothing) before any content is written.
Definition
Prompt-to-page is the strategic step most AI content workflows skip. Instead of spinning a blog post for every idea, it starts from a prompt you are losing and asks what asset would actually win it. Often the right move is to update a page you already have, add an FAQ block, or build a comparison page, and sometimes the honest answer is to do nothing yet. Only when a new article is genuinely the best asset does drafting begin. Grounding that decision in the pages AI engines already cite keeps content effort pointed at pages that can be retrieved and cited, rather than adding volume that never earns an answer.
Example
For the prompt "how to migrate from Salesforce," a prompt-to-page decision might recommend updating your existing migration docs rather than writing a new article, because the docs page already ranks and only needs the FAQ block the cited pages have.
Related terms
Citation Gap
The difference between the content AI engines cite for a question and the content your own site offers: the specific, missing pieces that keep you out of the answer.
On-Page Optimization (for AI Search)
Editing an individual page (its structure, schema, and content) so AI engines cite it, based on the pages they already cite for a given prompt.
Citation Readiness
A score for how likely a page is to be cited by AI engines for a target prompt, based on answer completeness, entity and statistic coverage, schema, internal linking, and source support.
Generative Engine Optimization (GEO)
The practice of optimizing your brand and content to be cited, recommended, and described favorably by generative AI engines.
Answer Engine Optimization (AEO)
The practice of optimizing your brand and content so that AI answer engines cite you when users ask direct questions.
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