General-Purpose AI Model (GPAI)
General-purpose AI models, such as large language models, carry specific EU AI Act duties for providers, with stricter rules for models with systemic risk.

THE TECHNICAL LANGUAGE OF DIGITAL B2B INFRASTRUCTURE
Internal or external cues—such as needs, motives, occasions, or situations—that buyers use to retrieve a product or service category and possible brands from memory.
Mapping CEPs helps organizations align positioning, advertising, content, and measurement with real buying situations. Broader and stronger memory links can increase the probability that a brand is recalled when demand occurs.
A B2B automation firm identifies recurring CEPs such as manual hand-offs delaying revenue, audit requirements exposing weak controls, and disconnected tools creating duplicate work. Campaigns are then designed around those buying situations.
CEPs are not website category links, navigation entry points, keywords, or generic personas. Their value depends on category-specific research; teams should not invent a long list of cues without evidence from buyers and market behavior.
CEPs describe the circumstances that make a category mentally relevant. When a buying situation arises, cues in the buyer's context activate category and brand memories. Brands build mental availability by creating and reinforcing memory links across relevant CEPs rather than relying only on product attributes or demographic segments.
Revenue Operations
Ehrenberg-Bass Institute — Category Entry Points in a B2B World — https://marketingscience.info/news-and-insights/category-entry-points-in-a-business-to-business-b2b-world
General-purpose AI models, such as large language models, carry specific EU AI Act duties for providers, with stricter rules for models with systemic risk.
Email fraud using spoofed or hijacked accounts of executives, vendors or partners to redirect payments, change bank details or obtain sensitive data.
A lead magnet is gated content or a free tool that gives prospects immediate value in return for an email address, starting a nurturing relationship.
Software routines that detect, manage, isolate, and recover from runtime execution errors without collapsing operations.
A centralized database optimized for analytical querying, historical reporting, and enterprise business intelligence.