Marketing decision glossary

An approval gate is a control that stops a proposed action until an authorized person has reviewed its scope, evidence, permissions, and risk. It should record who approved the action and the exact state change being authorized.

Practical use: Use approval gates for management-capable provider actions such as budget, publishing, targeting, access, or configuration changes.

An attribution window is the period in which an interaction can receive credit for a later outcome. Changing the window can change reported conversion credit without changing what customers actually did.

Practical use: Record click-through and view-through windows when comparing reports, and avoid comparing totals that use materially different windows.

A Google Business Profile category describes the core type of business represented by a profile. The primary and additional categories should accurately reflect the real business rather than act as a place to add promotional keywords.

Practical use: Choose the fewest accurate categories needed to describe the business and review them when the real offer changes.

A canonical URL is the preferred URL for a page when duplicate or closely related URLs exist. A self-referencing canonical identifies the indexable page itself, while redirects and internal links should reinforce the same destination.

Practical use: Use one canonical, indexable 200-status URL per distinct public page and avoid linking internally through alternate URLs or redirects.

Data freshness describes how recently a source was successfully updated relative to its documented schedule. A current dashboard timestamp is not enough if one connector failed while other sources continued loading.

Practical use: Display freshness by source and block or qualify recommendations that depend on stale or partial data.

Data grain is the level of detail represented by one record, such as one campaign per day or one lead per stage change. Combining sources safely requires understanding their grain and avoiding joins that duplicate or erase information.

Practical use: Document the natural key and grain before aggregating marketing data into a shared reporting layer.

A decision log records an observation, the evidence reviewed, alternatives considered, the approved action, owner, date, and later outcome. It allows a team to reconstruct why a change was made instead of judging it only with hindsight.

Practical use: Attach decisions to weekly reports, recommendations, and experiments so learning remains available after campaigns and team changes.

Entity SEO improves the consistency and clarity of information about identifiable organizations, people, products, places, and concepts. It combines visible factual descriptions, connected pages, structured data, and corroborating profiles rather than repeating a keyword.

Practical use: Use one stable product category and connect the organization, founders, product, services, articles, and profiles with truthful relationships.

A guardrail metric detects unacceptable harm outside an experiment's primary outcome. Examples include tracking failure, page performance, consent behavior, lead quality, complaints, cancellations, or operational overload.

Practical use: Define guardrails before launch and state which condition will pause or invalidate the experiment.

A hypothesis is a testable statement connecting a proposed change with an expected behavior and rationale. A useful hypothesis can be contradicted by evidence and is tied to a real decision.

Practical use: Write the expected direction, mechanism, population, and measure before an experiment begins.

Incrementality is the outcome caused by an intervention beyond what would have happened without it. Attribution assigns credit within a model; incrementality requires a credible comparison or experimental design.

Practical use: Use incrementality evidence for material budget or channel decisions when a valid controlled comparison is feasible.

Indexability is whether a search engine is permitted and able to consider a page for its index. A successful status alone is not enough: robots directives, canonical indicators, authentication, rendering, and content quality also affect the outcome.

Practical use: Test the final URL, raw HTML, robots directive, canonical, sitemap membership, and internal links for every public page intended for discovery.

A key event in Google Analytics is an event marked as important to the business. The label does not guarantee data quality or commercial value; implementation, parameters, consent, deduplication, and business reconciliation still matter.

Practical use: Define which event represents which user action and reconcile high-value events with backend or CRM outcomes.

Local SEO improves the accuracy, relevance, accessibility, and reputation indicators that help eligible businesses appear for location-sensitive searches. It includes the website, Google Business Profile, consistent business information, local content, links, and genuine customer feedback.

Practical use: Prioritize policy compliance and accurate customer information; do not promise a specific map-pack position.

Model uncertainty is the doubt that remains because a model has incomplete data, assumptions, estimation error, or several plausible explanations. Natural-language confidence and analytical confidence are not the same thing.

Practical use: Expose missing inputs and alternative explanations, and narrow the action when uncertainty is material.

Reversibility describes how easily an action can be undone and its prior state restored. A reversible action can still have delayed effects, so the rollback method, observation window, and affected scope should be documented.

Practical use: Prefer smaller reversible changes when evidence is uncertain or the potential blast radius is large.

Search intent is the task a searcher is trying to complete, such as learning, comparing, navigating, or purchasing. The same words can express different intent depending on context and result composition.

Practical use: Use query and result evidence to decide whether a page should define, guide, compare, demonstrate, or convert.

A service-area business visits or delivers to customers rather than serving them at a customer-facing storefront. Google Business Profile applies specific address, service-area, and eligibility rules to this business type.

Practical use: Confirm the current Google policy and represent the real operating model accurately before changing the profile.

A source of truth is the system and definition a team designates as authoritative for a specific fact. Different facts can have different sources of truth: an ad platform for spend, analytics for measured site behavior, and a CRM for sales stages.

Practical use: Name the authoritative source for every shared metric and preserve reconciliation links to other systems.