Reference
Social listening and AI visibility glossary
Plain definitions for the terms that come up when you are monitoring conversations, measuring how assistants describe you, and turning either into leads.
43 pages
- What is Account-Based Marketing (ABM)? Definition & how it worksAccount-based marketing is concentrating sales and marketing effort on a defined set of high-value accounts, treating each as a market of one.
- What is AI Search Visibility? Definition & how it worksAI search visibility is how often, and how prominently, a brand appears in the answers AI assistants give to questions in its category.
- What is Answer Engine Optimization (AEO)? Definition & how it worksAnswer Engine Optimization is optimizing content so it becomes the direct answer an answer engine or AI assistant returns, rather than one of ten blue links.
- What is Buyer Intent? Definition & how it worksBuyer intent is the set of observable signals suggesting a person or company is actively looking to solve a problem you address.
- What is Citation Rate? Definition & how it worksCitation rate is the share of relevant AI answers in which a brand
- What is Cold Email? Definition & how it worksCold email is a first-touch email to a prospect you haven
- What is Cold Outreach? Definition & how it worksCold outreach is contacting a prospect who has no prior relationship with you, with a relevant, personalized message that earns a reply.
- What is Competitor Intelligence? Definition & how it worksCompetitor intelligence is systematically gathering public information about rival companies — their messaging, customers, complaints, and momentum — to inform strategy and outreach.
- What is Contact Enrichment? Definition & how it worksContact enrichment is finding a verified way to reach a specific person — typically a work email — from the limited information you start with.
- What is Conversational Search? Definition & how it worksConversational search is finding information through a back-and-forth, natural-language dialogue with an AI assistant instead of typing keywords into a search box.
- What is Dark Social? Definition & how it worksDark social is the sharing and discussion of content through private channels — direct messages, group chats, email — that analytics can
- What is Data Enrichment? Definition & how it worksData enrichment is the broader practice of appending accurate, up-to-date attributes to records in a CRM or list so they
- What is Demand Generation? Definition & how it worksDemand generation is the set of activities that create awareness and interest in a category and a brand, building a pipeline of future buyers.
- What is Email Deliverability? Definition & how it worksEmail deliverability is the likelihood that a message actually lands in the recipient
- What is Entity SEO? Definition & how it worksEntity SEO is optimizing around entities — people, brands, products, concepts — and the relationships between them, rather than around keyword strings alone.
- What is Firmographics? Definition & how it worksFirmographics are the descriptive attributes of a company — industry, size, location, revenue band — used to segment and target accounts.
- What is Generative Engine Optimization (GEO)? Definition & how it worksGenerative Engine Optimization is the practice of shaping a brand
- What is Google AI Overviews? Definition & how it worksGoogle AI Overviews are AI-generated summaries shown at the top of some Google results that answer the query directly and cite a handful of sources.
- What is Ideal Customer Profile (ICP)? Definition & how it worksAn ideal customer profile is a precise description of the type of company and buyer most likely to get value from, and buy, your product.
- What is Intent Data? Definition & how it worksIntent data is information about the behaviors and signals that indicate a prospect
- What is Lead Enrichment? Definition & how it worksLead enrichment is adding missing context to a lead — company, role, and firmographic details — so outreach can be relevant and routing can be accurate.
- What is Lead Scoring? Definition & how it worksLead scoring is ranking leads by how well they fit your ICP and how strong their intent signals are, so effort goes to the best opportunities first.
- What is LLM Citation? Definition & how it worksAn LLM citation is when an AI assistant references, names, or links a specific source or brand inside the answer it generates.
- What is llms.txt? Definition & how it worksllms.txt is a proposed plain-text file at a site
- What is Mention Tracking? Definition & how it worksMention tracking is detecting every public reference to a brand, product, person, or keyword across the web so nothing relevant is missed.
- What is Mention-vs-Citation Gap? Definition & how it worksThe mention-vs-citation gap is the difference between how often AI assistants know about a brand (mention it) and how often they actually link to it (cite it).
- What is Multi-Channel Outreach? Definition & how it worksMulti-channel outreach is reaching a prospect across more than one channel — email, social, and others — in a coordinated way rather than relying on a single channel.
- What is Outreach Automation? Definition & how it worksOutreach automation is using software to handle the repetitive parts of outreach — organizing, drafting, scheduling — while leaving the decision to send with a human.
- What is Outreach Sequence? Definition & how it worksAn outreach sequence is a planned series of messages — across email and other channels — sent over time to move a prospect from first touch to a reply.
- What is Personalization at Scale? Definition & how it worksPersonalization at scale is making each outreach message genuinely specific to its recipient while still reaching many people efficiently.
- What is Prospecting? Definition & how it worksProspecting is the work of identifying and qualifying potential customers before any outreach begins.
- What is Reply Rate? Definition & how it worksReply rate is the percentage of outreach messages that receive a response — the clearest signal that a message was relevant and well-timed.
- What is Schema Markup for AI? Definition & how it worksSchema markup is structured data added to a page that labels its facts (organization, product, FAQ, author) so machines — including AI assistants — can read them unambiguously.
- What is Sender Reputation? Definition & how it worksSender reputation is the trust score mailbox providers assign to a sending domain and address based on its past behavior.
- What is Sentiment Analysis? Definition & how it worksSentiment analysis is classifying the tone of a mention or message — positive, neutral, or negative — so teams can prioritize and respond appropriately.
- What is Share of Voice? Definition & how it worksShare of voice is a brand
- What is Social Listening? Definition & how it worksSocial listening is monitoring public conversations across social platforms, forums, and review sites to surface what people say about a brand, its competitors, and its category.
- What is Social Proof? Definition & how it worksSocial proof is evidence that other people — customers, peers, the press — trust and use a product, which lowers a new buyer
- What is Social Selling? Definition & how it worksSocial selling is building relationships and starting sales conversations on social platforms by being genuinely useful in public before reaching out.
- What is Trigger-Event Selling? Definition & how it worksTrigger-event selling is timing outreach to a specific change in a prospect
- What is Warm Intro? Definition & how it worksA warm intro is being connected to a prospect through a shared contact or a prior interaction, so the first conversation starts with borrowed trust.
- What is White-Label Reporting? Definition & how it worksWhite-label reporting is delivering reports and dashboards branded as the agency
- What is Zero-Click Search? Definition & how it worksA zero-click search is a query answered directly on the results page or inside an AI assistant, so the user never clicks through to a website.