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A clearer vocabulary

Know the term.
Understand the work.

Plain-language starting points for the concepts used across the learning paths. Product-specific details still need current documentation.

Search intent
The task or information need behind a search. Intent is a useful planning interpretation, not a complete profile of the person.
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Query
The words or other input a person submits to a search experience. A query can be ambiguous and can differ from an advertiser’s chosen keyword.
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Keyword
A research label for a topic or phrase; in advertising, a chosen targeting input. Its meaning depends on the context, so distinguish it from an actual search term.
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Crawling
Requesting and fetching a resource. Discovery of an address, crawling the content and indexing it are different states.
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Indexing
Processing content and deciding what to retain for a search system. A successful page request does not guarantee inclusion.
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Canonical URL
The representative URL selected for duplicate or very similar content. A site can signal a preferred version; the annotation is not a guaranteed search result.
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Redirect
A response or mechanism that takes a request from one URL to another. Appropriate behavior depends on the move and the intended destination.
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robots.txt
A file communicating crawler-access instructions to supporting crawlers. It is not a replacement for privacy controls or a dependable way to hide every known URL.
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noindex
An indexing instruction for supporting search systems. The crawler must be able to see the instruction in the relevant page or response.
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Sitemap
A list of intended URLs and optional related information that can aid discovery. It does not replace useful site navigation or guarantee indexing.
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Structured data
Machine-readable information describing content. It should match visible, supported facts and meet the current requirements of the intended consumer.
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Core Web Vitals
Metrics for loading, responsiveness and visual stability: LCP, INP and CLS. Separate controlled lab observations from real-user field data.
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GEO
Generative engine optimization: a term used for work related to discovery and use of information in AI answers. It is not one universal documented ranking formula.
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AI citation
A source reference associated with an AI answer. The presence of a link is not proof that every associated claim is supported.
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Hallucination
A plausible-looking AI output that is inaccurate or unsupported. Verify important claims and references against appropriate sources.
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Prompt
The task instructions and relevant input provided to an AI system. Clear boundaries and review criteria help make the result easier to evaluate.
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Context window
The amount of input and generated material a model can handle within its supported context. Exact limits and counting behavior depend on the product and model.
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PPC
Pay-per-click: a common advertising cost concept in which clicks are a paid interaction. A click is not itself a sale or qualified enquiry.
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CPC
Cost per click. Distinguish an assumed CPC in a planning model from an observed average in a real report.
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Conversion
A defined action considered important for the task or business. Its meaning depends on the implementation; a recorded event does not automatically establish lead quality.
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Attribution
Assigning credit to marketing interactions using a stated model or method. Attribution is not automatically a causal explanation.
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Negative keyword
An advertising control intended to exclude matching searches. Negative matching has its own behavior; check current platform documentation before applying rules.
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