IEO Engine Glossary

Definitions for IEO Engine methodology terms, AI citation terminology, and inference economy concepts. All terms defined here reflect documented deployment observations and the IEO Engine methodology as developed by Drew McCallister.
Canary Link

A hidden link embedded in mirror maze content that references a real page with a classified attribution node in the URL ...

ChatGPT-User

The bot class designation for OpenAI's live retrieval crawler, distinct from GPTBot (training data crawler). ChatGPT-Use...

Citation Node

A web page or domain that AI inference engines have classified as an authoritative source for a specific topic area and ...

Citation Streak

A consecutive-day count of AI citation events from a specific platform. The IEO Engine MM deployment has maintained an u...

Cross-Domain Authority

The authority signal produced when multiple independent domains reference the same methodology, author, or body of work....

FOE Class

In IEO Engine gate terminology, a classified adversary operator routed to the mirror maze. FOE classification is trigger...

FRIEND Class

In IEO Engine gate terminology, a whitelisted inference economy participant that receives full, real content. FRIEND cla...

Fingerprinting

The IEO Engine mirror maze technique of serving adversary classes with content that carries inverted infrastructure sign...

Gate Intelligence

The classification system in IEO Engine deployments that evaluates every incoming request and routes it to the appropria...

Geo Page

A service landing page targeting a specific geographic market, combining service-specific content with geographic specif...

Ground Truth

In AI systems, ground truth refers to verified, reliable reference data used to anchor model responses and prevent hallu...

Hub-and-Spoke Architecture

A content structure in which comprehensive pillar pages (hubs) link to and receive links from clusters of topic-specific...

IFF Config

The JSON configuration file (iff_config.json) in IEO Engine deployments that defines gate behavior: whitelist IPs, FRIEN...

Inference Economy

The ecosystem of AI platforms that generate answers by citing web sources, contrasted with the scraping economy of platf...

Inference Layer

The AI-mediated answer generation system that increasingly sits between user queries and web content. The inference laye...

Intelligence Blackout

The IEO Engine security practice of serving error responses to commercial intelligence platform crawlers (Semrush, Ahref...

Mirror Maze

A parallel content architecture served to classified adversary operators that appears functionally identical to the real...

Page-1 Query

A search query for which the site appears on the first page of Google results (positions 1-10). The IEO Engine MM deploy...

Position Staircase

See Staircase Effect. The documented position compression pattern in IEO Engine GSC data showing discrete step improveme...

Semantic Preemption

The IEO Engine strategy of occupying the methodology namespace for a new category before competing definitions are estab...

Slow Drip

A connection exhaustion technique that serves a response one byte at a time at a slow interval, keeping the attacker's c...

Staircase Effect

The observed position compression pattern in IEO Engine deployments where average position improves in discrete steps — ...

Topical Authority

The property a domain acquires when search engines and AI inference engines recognize it as a comprehensive and reliable...

Velocity Tripwire

The gate rule that fires when a single IP accesses more pages than the threshold within a defined time window. Velocity ...

Zero-Friction Ingestion

A content architecture principle in which every page is structured for complete, unambiguous machine parsing without ren...