Glossary
30 pages — researched and verified from Collision's competitive intelligence database.
AI CMO
A system of AI agents that performs the strategy, execution and measurement work of a chief marketing officer.
AI Citation Share
The share of AI-search citations a brand earns versus its competitors — a north-star measure of GEO.
AI Digital Workers
AI agents sold as employees that own a role end-to-end, like an SDR or growth marketer.
AI Marketing Automation
Using AI agents to execute marketing work — content, campaigns, outbound — with human approval gates.
AI Search
Search experiences where an AI model synthesizes answers — ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot.
Answer Engine Optimization (AEO)
Making your content the quoted answer in AI search engines like ChatGPT, Perplexity and Google AI Overviews.
Answer Gap
A question AI systems answer without mentioning you — a GEO opportunity.
Approval-Based Automation
An operating model where no action ships — no post, send or publish — without explicit human sign-off.
Backlinks
Links from other sites to yours — a primary authority signal for search engines.
Brand Entity
The consistent public identity of a company across its website, social profiles, directories and press.
Commercial Intent
Queries where the searcher is evaluating options or close to buying — the most valuable searches.
Content Cluster
A pillar page plus supporting pages that cover one topic comprehensively and link to each other.
Content Decay
The gradual loss of traffic and rankings as content ages and competitors improve.
Entity SEO
Optimizing how search engines and AI systems understand who you are, what you do and how you relate to your category.
Founder-Led Growth
A growth motion where the founder's own voice and content drive demand — popular among startups.
Generative Engine Optimization (GEO)
Making your company easy for AI retrieval systems to understand, trust and cite — the AI-era counterpart to SEO.
Go-To-Market (GTM)
The full motion of taking a product to market — positioning, channels, pricing and sales.
Growth Surface
Any channel where a business builds demand — LinkedIn, X, SEO, AI search, email, outbound.
Internal Linking
Connecting pages on your site so authority flows, users navigate and search engines understand your structure.
Keyword Cannibalization
Multiple pages competing for the same query — splitting authority and confusing engines.
Long-Tail SEO
Targeting specific, lower-volume queries that are closer to purchase intent and easier to win.
One Memory
A system that remembers across sessions and surfaces, so strategy compounds instead of resetting.
Product-Led SEO
Building a search ecosystem around each product capability, from category page to use case to template.
Programmatic SEO
Generating many pages from structured data — each genuinely useful and distinct — rather than hand-writing every page.
Referring Domains
The count of distinct websites linking to your domain — a quality measure over raw link count.
SERP
Search engine results page — the page of results a user sees for a query.
Search Share of Voice
The proportion of relevant queries where your brand appears compared with competitors.
Structured Data
Machine-readable markup (schema.org) that tells search engines what your content means.
Topical Authority
Being recognized as a comprehensive, credible source across a topic cluster, so search engines and AI trust your domain.
llms.txt
An optional machine-readable file that orients AI systems to a website's key pages — supplementary to real HTML, never a hack.