ANALYSIS GLOSSARY

Fewer buzzwords.
More shared understanding.

A working glossary for the concepts used throughout the analysis toolkit. Follow a definition into the relevant guide.

Analysis API
A programmatic interface for submitting evidence to a defined analysis workflow and receiving a result that another application can consume.
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Evidence
The source observation behind a finding. Useful evidence retains enough context for a reviewer to inspect it.
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AI analysis
Task-focused interpretation of supplied material, such as classifying text, extracting fields, or producing a scoped summary.
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LLM evaluation
Assessing generated responses against a rubric for a specific application, with reviewed examples and explicit criteria.
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SEO
Search engine optimization. In this toolkit, the workflow reviews supplied website structure and content evidence rather than promising rankings.
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GEO
Generative engine optimization. Here it refers to reviewing AI-answer visibility and source clarity, not geographic coordinates.
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SERP
Search engine results page. Its interpretation depends on the query and the conditions under which the result was observed.
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Search intent
The task a phrase may represent. A label is an interpretation and can remain ambiguous when the phrase lacks context.
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Canonical declaration
A page’s declared preferred URL for its content. An observed declaration is not proof of which URL a search engine ultimately chooses.
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Repository snapshot
The collected files associated with a known revision. Scope and completeness are part of the snapshot’s meaning.
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Rubric
A documented set of criteria for reviewing an output. Clear rubrics describe passing, failing, and uncertain cases.
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Regression
A previously acceptable behavior that becomes worse after a change. Paired tests help make such changes visible.
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JSON Schema
A vocabulary for describing and validating the structure of JSON. It checks the contract, not the truth of every value.
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Fixture
A known example used to develop or test a consumer. Our fixtures carry an explicit sample marker.
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Partial result
A report that contains some completed work while identifying the remaining unavailable scope.
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Provenance
Information about where evidence came from and how it was collected or transformed. It supports meaningful review and comparison.
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