@prefix dcterms: . @prefix owl: . @prefix rdfs: . a rdfs:Class, owl:Class ; rdfs:label "AI-Ready Audience" ; rdfs:comment "An audience segment structured, documented, and formatted to be ingested, understood, and activated by AI-driven marketing systems — meeting the data quality, metadata completeness, and semantic annotation standards required for reliable AI system utilization." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Behavioral Economics Layer" ; rdfs:comment "The stratum of audience intelligence that applies behavioral economics principles — loss aversion, default effects, social proof, present bias — to predict how consumer segments will respond to specific offer framings, pricing structures, and message architectures." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Cognitive Demand Model" ; rdfs:comment "A predictive model incorporating cognitive load, decision fatigue, mental bandwidth, and attentional dynamics — predicting not just whether a consumer is likely to act, but whether they are in the psychological state to evaluate and respond to a specific message or offer." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Cognitive-Motivational Mapping" ; rdfs:comment "The methodology connecting cognitive-science principles — decision heuristics, cognitive load, information-processing style — to the Motivation Layer's decision-driver signals, modeling not just what motivates a person but how their cognitive processing shapes which messages they can act on." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Contribution-Grade Data" ; rdfs:comment "Data that meets the consent, quality, accuracy, and freshness standards required for contribution to and participation in a data cooperative — the baseline threshold below which contributed data degrades rather than enhances collective intelligence." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Contribution Partnership" ; rdfs:comment "A data relationship structured around mutual, ongoing signal contribution and governed exchange, as distinct from a one-directional data license that transfers a fixed dataset for a fee with no ongoing contribution loop." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Cooperative Signal Density" ; rdfs:comment "The concentration of corroborated behavioral, motivational, and demographic signals available within a data cooperative for a given audience segment — a measure of how thoroughly a segment is understood through aggregated first-party contributions of multiple member organizations." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Decisional Depth" ; rdfs:comment "A measure of how thoroughly a consumer's or segment's decision drivers, values, and motivational architecture are understood and modeled within a given data record or audience build. A data quality dimension specific to motivation-layer data." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Decisional Fingerprint" ; rdfs:comment "The unique combination of decision drivers, values, motivational priorities, and psychological propensities that produces a predictable and repeatable response pattern for a given individual, household, or segment — including the message register that will trigger action." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Decisional Intelligence" ; rdfs:comment "The category of audience intelligence derived from motivation data, decision drivers, and psychometric modeling — intelligence that explains why consumers decide, not merely what they have done or are likely to do based on past behavior alone." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Decisional Signal Freshness" ; rdfs:comment "A data quality dimension measuring how recently the decision drivers, motivational attributes, and psychological propensities within a consumer record have been updated and validated — reflecting how quickly motivation data ages relative to demographic data." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Experience Activation Layer" ; rdfs:comment "The application layer where Motivation Layer intelligence is translated into designed brand, product, or service experiences — not only ad targeting; the bridge between knowing why a person is likely to act and shaping the experience that meets them at that motivational state." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Generative Discoverability" ; rdfs:comment "The measurable probability that an AI-driven search, discovery, or recommendation system surfaces a brand, product, or organization in a generative response when a buyer researches relevant category queries — the AI-era successor to search ranking." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Household Intelligence Layer" ; rdfs:comment "The stratum of audience data organized at the household level, connecting devices, purchase behaviors, demographic attributes, and motivational signals belonging to the same household unit — enabling targeting at the unit that makes purchase decisions." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Identity Stability Score" ; rdfs:comment "A measure of how reliably a consumer identity persists and remains accurate across channels, devices, and time periods, reflecting the structural quality of the underlying people-based identity match." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Member-Derived Intelligence" ; rdfs:comment "Audience insights, predictive models, and consumer attributes produced through the aggregated analysis of first-party data contributed by multiple member organizations within a data cooperative — richer than what any single contributor could produce alone." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Membership Signal Equity" ; rdfs:comment "The principle and measurable value by which a co-op member's data contribution earns that member a proportional return of collective intelligence — connecting Cooperative Signal Density and Contribution-Grade Data back to individual member value." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Motivation-Defined Audience" ; rdfs:comment "An audience segment constructed from Motivation Layer signals — decision drivers, values, and psychological propensities — rather than from declared demographic filters or platform-side behavioral matching; built from why people are likely to act." ; rdfs:isDefinedBy . a rdfs:Class, owl:Class ; rdfs:label "Motivation Fidelity" ; rdfs:comment "The accuracy and consistency with which a dataset's motivation-layer attributes (decision drivers, values priorities, psychometric scores, behavioral economics signals) reflect the true underlying psychological characteristics of the consumers they represent." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Motivation Signal" ; rdfs:comment "A discrete, measurable data point that indicates an underlying consumer decision driver or motivational state, as distinct from a behavioral signal (records an action) or an intent signal (records research activity)." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Motivational Dissonance" ; rdfs:comment "The measurable gap between a consumer's declared or modeled motivational profile — decision drivers, values, psychological propensities — and their actual observed decision behavior; isolates individuals/segments for whom belief-action alignment cannot be assumed." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Motivational Readiness" ; rdfs:comment "The state in which a consumer's motivational architecture is aligned with the conditions required for a specific purchase decision — distinct from purchase intent or in-market status; measures psychological alignment, not behavioral proximity." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Multi-Source Corroboration Score" ; rdfs:comment "A measure of how many independent cooperative member sources confirm or reinforce a given consumer attribute, behavioral signal, or motivational profile element — the co-op equivalent of academic citation count." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Person-Persistent Data" ; rdfs:comment "Data attributes that remain accurate and consistent across device changes, channel shifts, and identifier deprecation because they are anchored to the person or household rather than to a device, cookie, or session-level identifier." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Pre-Behavioral Layer" ; rdfs:comment "The set of motivational signals, decision drivers, and psychological propensities that exist and are measurable in a consumer record before any observable behavioral action occurs. Enables prediction based on who someone is and what drives them, not on what they have already done." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Psychological Propensity" ; rdfs:comment "A modeled score estimating the likelihood of a consumer taking a specific action, derived primarily from motivational attributes, values, and decision driver profiles rather than behavioral history alone. Most valuable when behavioral history is absent." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Psychometric Coverage" ; rdfs:comment "The proportion of a target population for which psychometric attributes — motivational profiles, values scores, decision driver classifications, cognitive style indicators — are available and validated within a given dataset." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Psychometric Intelligence" ; rdfs:comment "The category of marketing audience intelligence derived from applying psychometric modeling, cognitive science methods, and values-based segmentation to consumer data — producing attributes and scores that reflect how consumers psychologically evaluate decisions." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Semantic Audience Identity" ; rdfs:comment "The machine-readable representation of an audience segment built for AI comprehension, encoding motivational architecture, decision driver profiles, and contextual relationship signals in a structured format AI systems can interpret and act upon." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Synthetic Motivation Signal" ; rdfs:comment "Modeled motivational signal data generated to extend coverage into segments where directly observed decision-driver data is sparse, used to fill gaps in psychometric modeling while explicitly labeled as modeled — distinct from directly measured Motivation Signal." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "The Motivation Layer" ; rdfs:comment "The stratum of audience intelligence that sits beneath behavioral and demographic data, containing the decision drivers, values, and psychological propensities that explain why behavior happens before it registers as behavior. It is the missing tier in the standard first-party/third-party/behavioral data stack." ; rdfs:isDefinedBy ; owl:sameAs . a rdfs:Class, owl:Class ; rdfs:label "Values-Based Audience Architecture" ; rdfs:comment "A segmentation and audience construction methodology that organizes consumers by underlying values priorities (security, status, independence, altruism, achievement) rather than solely demographic or behavioral history, producing higher creative and message resonance." ; rdfs:isDefinedBy ; owl:sameAs . a owl:Ontology ; dcterms:creator ; dcterms:description "Terms this entity coined or redefined, declared as classes. Terms it uses without claiming authorship are in the SKOS concept scheme instead." ; dcterms:title "Alliant — owned terms" .