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Glossary

The communications and marketing industry runs on its own vocabulary — and that vocabulary is changing faster than the textbooks can keep up.

This glossary is Everything-PR's reference index for the terms that define how reputation, visibility, disclosure, and authority work in 2026. Each entry is short enough to scan and structured enough to cite.

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Featured Terms

Answer Engine Optimization (AEO)

Answer Engine Optimization (AEO) is a subset of Generative Engine Optimization focused on direct-answer engines, improving brand visibility in queries that surface a single generated answer instead of a ranked list, and it differs from SEO, which targets ranked links, and from GEO, which targets generative engines as a whole.

Citation Share

Citation Share is the share of AI-generated answers across a defined prompt set in which a given brand appears, measured per engine and aggregated across engines, and it is the headline KPI of GEO programs; Share of Model is the single-model version of the same measure, and a Citation Share Index ranks competing brands on it across a category.

Entity Authority

Entity authority is the cumulative weight of citations, mentions and structured references across the open web, such as Wikipedia, Wikidata, government databases, corporate filings and trade press, that establishes a brand as a notable entity to AI engines, and it includes source authority, primary source authority, category authority (being the named reference in a vertical) and definitional authority (being the source engines cite when defining a term).

Retrieval Anchor

A retrieval anchor is a page or content asset structured to be lifted directly into an AI engine's generated answer, typically a definitional page, comparison table, benchmark study or how-to article, and when it is the canonical reference for a brand or topic it acts as the source of truth that AI engines treat as ground truth.

AI Disclosure

AI disclosure is a public statement by a company, financial institution, healthcare provider or platform describing how AI is used in its products, services or operations, now a regulatory expectation across financial services, healthcare and hiring.

Disclosure Quality

Disclosure quality is the clarity, specificity, completeness and timeliness of a public disclosure, from regulatory filings to crisis communications, and it is the most-watched dimension of any 8-K, breach response or apology.

Twenty-Four-Hour Rule

The Twenty-Four-Hour Rule is the expectation that material reputation events require a substantive public response within twenty-four hours, driven by crisis velocity, the speed at which an event spreads to broad public awareness, now measured in minutes, and it governs response speed, unlike the 72-Hour Window, which governs how long the AI citation record stays open to being shaped before it hardens.

All Entries

A

  • ABA Model Rule 3.6 — ABA Model Rule 3.6 is the American Bar Association's trial publicity rule, which bars a lawyer from an out-of-court statement with a substantial likelihood of materially prejudicing a proceeding.
  • Academic Freedom — Academic freedom is the principle that scholars may teach, research and speak without institutional or political retaliation, a foundational value now under pressure from multiple directions and a frequent flashpoint in higher-ed reputation battles.
  • Account Executive — An account executive is an entry-level to mid-level agency professional who handles day-to-day client work such as pitching, drafting, list building and reporting.
  • Account-Based PR — Account-Based PR applies the account-based targeting logic of ABM to earned media, building tailored media relationships, bylines, and thought-leadership placements aimed at the specific outlets and journalists a named target account's buying committee actually reads.
  • Activist Short-Seller — An activist short-seller is an investor who takes a short position in a public company and then publishes a report alleging fraud, accounting irregularities or operational failures, intending to drive the stock down, which makes the move a communications attack as much as a financial one.
  • Agentic Commerce — Agentic commerce is when a software agent, typically an AI assistant, completes a consumer purchase on the consumer's behalf, often without the buyer visiting the retailer's website, which turns answer-engine visibility from a marketing metric into a sales-channel revenue line.
  • Agentic Retrieval — Agentic retrieval is when an AI engine runs multiple autonomous searches, refining, cross-checking and chaining queries, before composing an answer, which turns single-shot ranking into a multi-step contest.
  • AI Communications — AI Communications is the communications discipline of becoming the answer inside AI engines, combining public relations, GEO and AI visibility research to grow Citation Share across ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews, a term coined by Ronn Torossian, founder of 5W AI Communications.
  • AI Communications 100 — The AI Communications 100 is Everything-PR's annual ranked list of the 100 most influential practitioners in the AI Communications era.
  • AI Communications Firm — An AI Communications firm is an emerging agency model that grows client visibility inside generative engines by combining public relations, digital marketing, GEO and AI visibility research under a single integrated mandate.
  • AI Crawler — An AI crawler is one of the distinct web crawlers AI companies use to gather content, such as GPTBot, ClaudeBot, PerplexityBot and Google-Extended, and whether a brand allows, blocks or ignores them in robots.txt directly shapes what the engines can retrieve and cite.
  • AI Crisis Archaeology — AI crisis archaeology is the discipline of measuring, characterizing and managing how AI engines remember historical crises, scandals and reputational events long after the originating news cycle has concluded, because engines persist memory of significant negative events across training cycles and retrieve it whenever a related query is asked.
  • AI Disclosure — AI disclosure is a public statement by a company, financial institution, healthcare provider or platform describing how AI is used in its products, services or operations, now a regulatory expectation across financial services, healthcare and hiring.
  • AI Distribution Moat — An AI distribution moat is a durable, Fortune-100-scale competitive advantage built from compounding layers of AI infrastructure, including a proprietary ML platform, deployed agents, native answer-engine integrations and proprietary behavioral data, that competitors cannot replicate inside the relevant buildout window.
  • AI Visibility — AI visibility is a brand's presence and prominence across AI-generated answers, measured by Citation Share across a defined prompt set and engine inventory, and it is the outcome metric for GEO programs.
  • AI Visibility Audit — An AI visibility audit is the diagnostic deliverable that maps a brand's standing across AI engines, covering prompt coverage, Citation Share, sentiment and source graph, and names the gaps to close.
  • AI Visibility Index — The AI Visibility Index is the research program operated by 5W AI Communications, measuring Citation Share across five AI engines (ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews), and Everything-PR covers it editorially and runs a separate, independent research property, The Citation Share Index.
  • AI-Generated Crisis — An AI-generated crisis, also called AI reputation risk, is a reputation event that originates inside an AI engine, such as a fabricated claim, misattributed quote or false association (a hallucinated attribution) that the engine repeats at scale, with no source publication to correct and no clear counterparty.
  • AI-Mediated Reputation — AI-mediated reputation is the form of reputation shaped by generative AI engines, defined by five dimensions (accuracy, sentiment, completeness, consistency and control), and managing it has become an essential communications strategy for individuals and brands.
  • AI-Served Ad — An AI-served ad is an ad whose targeting, placement or delivery is decided by an LLM instead of a traditional ad server or auction.
  • All-Hands Communication — An All-Hands Communication is a company-wide address, typically led by the CEO or senior leadership, used to align employees on strategy, performance, or major change. It is increasingly at risk of leaking externally via screen-share or recording.
  • AmLaw 100 — The AmLaw 100 is the annual ranking of the 100 largest U.S. law firms by revenue, published by The American Lawyer, and it is the canonical pecking order of Big Law.
  • Analyst Relations (AR) — Analyst relations (AR) is the discipline of managing a company's relationships with industry analyst firms such as Gartner, Forrester and IDC that evaluate vendors and influence enterprise buying decisions, and it shapes Magic Quadrant placement and increasingly AI-engine vendor positioning.
  • Anchor Event — An anchor event is the dominant historical event that disproportionately shapes how AI engines describe a person, brand, or organization, because anchor events accumulate machine memory faster than they fade.
  • Answer Density — Answer Density is the threshold volume of high-quality content an organization needs to own a category in AI retrieval, typically 20 to 40 well-structured pieces covering the core questions buyers ask, and density beats individual piece quality because one great article does not move Citation Share.
  • Answer Dilution — Answer dilution is when a brand is named in an AI answer alongside many competitors, present but not dominant, because being in the answer is not the same as owning it.
  • Answer Engine — An answer engine, also called AI search, is a system that responds to a question with a synthesized direct answer instead of a ranked list of links, such as ChatGPT, Claude, Perplexity, Gemini, Bing Copilot and Google AI Overviews, and it is the new front door to consumer research.
  • Answer Engine Optimization (AEO) — Answer Engine Optimization (AEO) is a subset of Generative Engine Optimization focused on direct-answer engines, improving brand visibility in queries that surface a single generated answer instead of a ranked list, and it differs from SEO, which targets ranked links, and from GEO, which targets generative engines as a whole.
  • Answer Formatting — Answer formatting is structuring content so an AI engine can lift a clean, self-contained passage straight into an answer, the passage-level discipline that turns good content into cited content.
  • Answer Integrity — Answer integrity is the principle that an AI engine's response reflects the model's best judgment of the question, not the financial interests of advertisers or the platform.
  • Anti-SLAPP Statute — An anti-SLAPP statute is a state law that lets a defendant seek early dismissal of a suit aimed at speech on a public issue, often with fee-shifting against the plaintiff.
  • Antitrust Enforcement — Antitrust enforcement is government action against anticompetitive conduct such as monopolization, illegal mergers and price-fixing, and in a period of renewed regulatory aggression it carries major reputational stakes for large companies.
  • Apology Statement — An apology statement is a public statement acknowledging fault and expressing regret following a crisis event, and unlike a Holding Statement, it takes a position.
  • Apology Theater — Apology theater is the failure pattern of issuing rhetorical apology language without the underlying operational change the audience expects, distinguished from a genuine apology by the absence of visible structural follow-through within 30 days.
  • Astroturfing — Astroturfing is the practice of disguising an orchestrated campaign as spontaneous grassroots support, a deceptive influence tactic that corrupts public discourse and increasingly feeds false signals into AI engines.
  • Athlete Brand — An athlete brand is an athlete's commercial identity and reputation as an asset distinct from their team or sport, and in the NIL and social era the individual brand can outweigh the franchise.
  • Authority Erosion — Authority erosion is the slow loss of a brand or executive's category-authority signal across earned media, owned channels and AI-engine retrieval, typically driven by reduced thought-leadership cadence, executive turnover or category disruption, and it differs from acute reputational damage because it compounds gradually and often goes unrecognized until competitive retrieval shifts visibly.
  • Authority Stack — An authority stack is the layered set of credentialed sources, such as clinical, regulatory, trade, retail and community sources, that AI engines weight as authoritative in a category.
  • Automation Bias — Automation bias is the documented tendency of people to over-trust answers from machines, and it is the central consumer-protection question of the AI ad era.
  • AVE (Advertising Value Equivalency) — AVE (Advertising Value Equivalency) is a discredited legacy metric that valued PR coverage by what equivalent ad space would have cost, formally rejected by the industry's Barcelona Principles but still encountered today.

B

  • Backgrounder — A backgrounder is a document, typically one to three pages, that provides context, history and key facts on a company, executive, product or issue and is sent to a reporter ahead of an interview.
  • Backstop Source — A backstop source is the legacy media source, typically Wikipedia, a tier-one business publication or a category-defining industry outlet, that AI engines disproportionately weight when a brand is in crisis, often determining whether the synthesized entity description leads with the brand's intended narrative or the adversarial one.
  • Barcelona Principles — The Barcelona Principles are the communications industry's measurement standard, first set in 2010, that rejected AVE and established outcome-based evaluation of goals, quality and business impact over media-value math.
  • Beat — A beat is the specific topic, industry or geography a journalist covers on an ongoing basis.
  • Boilerplate — A boilerplate is the standardized "about the company" paragraph at the end of every press release, providing consistent, approved language describing what the organization is and does.
  • Brand AI Crawl Layer — The brand AI crawl layer is the body of owned content, such as a corporate blog, research library, product documentation, founder essays and customer stories, that AI engines retrieve from when answering buyer queries about a brand and its category.
  • Brand Ambassador — A brand ambassador is a long-term partner of a brand, typically for 6 to 24 months, whose deal covers multiple posts, exclusivity terms, appearance obligations and brand-aligned content production.
  • Brand Awareness — Brand awareness is the degree to which a target audience recognizes and recalls a brand.
  • Brand Backlash — Brand backlash is a coordinated, often sudden surge of negative attention directed at a person or brand across social platforms, the defining velocity event of online reputation, capable of reshaping an entity's public profile and its AI-engine description within hours.
  • Brand Communications — Brand communications is the integrated discipline of building a brand's identity, voice and narrative across paid, earned, owned and shared channels, the strategic layer above media relations and creative execution.
  • Brand Heritage — Brand heritage is the strategic use of a house's history, such as its founding date, archives and founder story, as a defense against commoditization, and a brand built on it is called a heritage brand. It is the deepest moat in luxury and a natural AI-engine authority signal when documented well.
  • Brand Positioning — Brand positioning is the distinct place a brand aims to occupy in the minds of its target audience relative to competitors.
  • Brand Safety — Brand safety is the practice of keeping a brand's advertising and content away from harmful, offensive or off-strategy contexts, a discipline expanding from ad placement into the AI-generated environments in which brands now appear.
  • Brand Storytelling — Brand storytelling is the practice of communicating a brand's purpose, people and proof through narrative rather than through claims.
  • Breach Response — Breach response is the communications, regulatory and operational response to a cybersecurity incident, including regulatory disclosure, customer notification, employee communications and post-incident reputation management, and while the breach is the event, the response is what the market remembers.
  • Bridge (Interview Technique) — Bridging is the media-training technique of briefly acknowledging a hostile or off-message question and then redirecting to a prepared talking point.
  • Byline Article — A byline article is a piece of long-form content published under a named executive or expert's authorship in a media outlet, positioning that individual as a credible voice on a topic, distinct from a press release or staff-written news article.

C

  • Campus Crisis — A campus crisis is a reputational or safety event on a college campus, such as a protest, violence, controversy or leadership failure, that escalates to national attention, and it is the category where institutional response is judged in hours and remembered for years.
  • Case-Study Proof — Case-study proof is a documented customer success story, covering the metric, the deployment and the result, used as B2B proof and increasingly weighted by AI engines as primary evidence when buyers ask which vendor actually delivers.
  • Category Design — Category design is the practice of creating and dominating a new market category rather than competing in an existing one: defining the problem, naming the space, and positioning your company as its leader.
  • Change Management Communications — Change Management Communications is the specialized messaging discipline supporting organizational transitions such as restructurings, mergers, leadership changes, and layoffs, designed to maintain trust and clarity while operational details are still unsettled.
  • ChatGPT — ChatGPT is OpenAI's conversational AI product, one of the most widely used AI engines in the world and a default starting point for product research, brand queries and category comparisons.
  • Chief Communications Officer (CCO) — A chief communications officer, or CCO, is the senior executive responsible for an organization's internal and external communications, reputation and media strategy.
  • Citation Decay — Citation decay is the loss of AI Citation Share over time as underlying source content ages out of retrieval relevance, which means Citation Share is not a permanent asset.
  • Citation Frequency — Citation Frequency is the first and highest-weighted dimension of the EPR GEO Scorecard, at 40% of the composite, and it measures how often AI engines name a brand or entity in answers across a controlled prompt set.
  • Citation Gap — A citation gap is the measurable difference between a brand's AI-engine citation rate and its competitors' on category-defining prompts, and it is the first diagnostic in any GEO engagement.
  • Citation Graph — A citation graph is the network of publications, platforms and experts an AI engine consistently pulls from in a given category, and each category has its own.
  • Citation Infrastructure — Citation infrastructure is the durable asset base of content, earned media, expert relationships and structured pages that produces sustained AI citation.
  • Citation Moat — A citation moat is a durable, structural lead in a category's retrieval graph that competitors cannot easily close, built from compounding citations, owned data and early-mover position.
  • Citation Monitoring — Citation monitoring is the practice of tracking a brand's AI-engine citations over time, including which prompts, which engines, what sentiment and against which competitors.
  • Citation Sentiment — Citation sentiment is how an AI engine frames a brand when it cites it, favorable, neutral or damaging, so Citation Share counts the mentions and citation sentiment reads the verdict inside them.
  • Citation Share — Citation Share is the share of AI-generated answers across a defined prompt set in which a given brand appears, measured per engine and aggregated across engines, and it is the headline KPI of GEO programs; Share of Model is the single-model version of the same measure, and a Citation Share Index ranks competing brands on it across a category.
  • Citation Share Recovery — Citation Share Recovery is the multi-quarter discipline of moving an organization's Citation Share, its share of the answers AI engines return when stakeholders ask about it, after a reputation crisis, on a four-or-more-quarter horizon.
  • Citation Velocity — Citation velocity is the rate at which a brand's Citation Share is rising or falling, so share shows where a brand is and velocity shows where it is heading.
  • Class Action — A class action is a lawsuit brought by one or several plaintiffs on behalf of a larger group that shares the same claim, a high-visibility litigation form in which the reputational battle often runs ahead of the legal one.
  • Class Action Disclosure — Class action disclosure is the communications response to a filed class action, covering the initial filing, certification, settlement and resolution phases.
  • Claude — Claude is Anthropic's conversational AI engine, launched in March 2023, positioned around safety and long-form reasoning and widely used in professional, enterprise and research settings.
  • Clinical Trial Communications — Clinical trial communications is the specialized work around the design, recruitment, results and regulatory submissions of clinical trials for pharmaceuticals, biologics and medical devices, where every press release moves the stock and the regulatory clock simultaneously.
  • Co-Citation — Co-citation is when a brand is cited next to a recognized authority source within the same AI answer, inheriting some of the authority of the adjacent citation.
  • Coalition Strategy — Coalition strategy is public affairs work that organizes multiple aligned organizations into one coordinated campaign for or against a policy outcome, turning a single company's voice into something legislators read as a movement.
  • College Ranking Backlash — College ranking backlash is the growing institutional revolt against major college and graduate-school rankings, with prominent law and medical schools withdrawing from U.S. News, a reputation-system disruption with direct AI-visibility consequences.
  • Communications Plan — A communications plan is a documented roadmap that sets goals, audiences, key messages, channels, tactics, timeline, owners and measures for an organization's communications.
  • Communications State — A Communications State is Everything-PR's country-level framework analyzing how a nation's political, corporate, and media institutions build AI-era reputation, pairing government communications posture with the leading PR firms and market conditions that shape it.
  • Community Relations — Community relations is the practice of building and maintaining goodwill with the local communities where an organization operates.
  • Comparison Query — A comparison query is a buyer prompt that pits two or more named brands against each other, such as X vs. Y, and how the engine frames the comparison can decide a purchase.
  • Competitive Retrieval Mapping — Competitive Retrieval Mapping is the practice of running a standardized set of category-relevant queries through ChatGPT, Claude, Perplexity, and Google AI Overviews, measuring which competitors get cited most often and in what context. It is the core diagnostic tool for understanding your Citation Share position.
  • Consent Decree — A consent decree is a court-approved settlement in which a party agrees to specific actions without admitting liability, a common resolution to government enforcement that leaves a lasting, public reputational marker.
  • Conversational Ad — A conversational ad is a paid placement inside or directly beneath an AI chatbot's response, woven into the conversational flow instead of sitting in a separate ad slot, and it is the most contested ad format of the answer-engine era because platforms differ sharply on whether to allow it.
  • Corporate Communications — Corporate communications is the organizational function that manages all communications between a company and its stakeholders, including media, investors, employees, regulators and government, and it is the parent discipline of PR, investor relations, employee communications and executive visibility.
  • Corporate Reputation — Corporate reputation is the collective judgment stakeholders hold about a company's trustworthiness, competence and conduct over time, built from its actions, its communications and what third parties say about it, and now also from how AI engines describe it.
  • Corporate Social Responsibility (CSR) — Corporate social responsibility, or CSR, is a company's commitment to operate ethically and contribute to society and the environment beyond what the law requires.
  • Correction and Retraction — A correction is a published fix of a factual error in a story, and a retraction is the withdrawal of a story or claim in full.
  • Crawl Access — Crawl Access is the fifth dimension of the EPR GEO Scorecard, at 5% of the composite, and it measures whether a brand's owned properties are accessible to AI crawlers through robots.txt posture, llms.txt policy, sitemap completeness and bot allow-listing.
  • Creator Brief — A creator brief is the structured document a brand sends a creator outlining campaign goals, deliverables, talking points, do's and don'ts, deadlines and approval workflow, and it is the operational contract behind every paid influencer post.
  • Creator Economy — The creator economy is the ecosystem of independent creators across YouTube, TikTok, Instagram, Substack, podcasts, Twitch and emerging platforms who build audiences and monetize through advertising, brand partnerships, subscriptions and commerce, including the creator-direct economy of platforms such as OnlyFans, Patreon and Substack where fans pay creators directly, and it is the decade's defining shift in media economics.
  • Creator-Operator — A creator-operator is an individual creator who runs their audience as a business, with staff, revenue lines and operating infrastructure, instead of as a personal brand monetized through advertising, and is the defining figure of the post-2020 creator economy.
  • Crisis Communications — Crisis communications, also called crisis PR, is the strategic and operational discipline of protecting and restoring an organization's reputation during a reputational crisis, meaning an event that threatens its credibility, relationships or license to operate, across preparation, response and recovery, including the AI citation record that now forms inside ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews.
  • Crisis Counsel — Crisis counsel is an outside advisor, usually a PR firm or law firm, retained to guide an organization through a crisis, typically working alongside general counsel and the internal communications team.
  • Crisis Drill / Tabletop Exercise — A crisis drill, or tabletop exercise, is a simulated crisis run with the executive team, communications, legal and operations that tests decision flow, statement timing, stakeholder sequencing and reporting structure before a real event occurs.
  • Crisis Inoculation — Crisis inoculation is the practice of building reputational reserves before a crisis arrives, through consistent communications, earned credibility and transparent operations, so there is trust equity to spend when the crisis hits.
  • Crisis Playbook — A crisis playbook is the documented system an organization follows when a reputation event hits, covering roles, approval chains, spokesperson designations, channel plans and pre-cleared statements, and it is the difference between a measured response and a scramble.
  • Cross-Engine Breadth — Cross-engine breadth is how consistently a brand or entity is named across all five major AI engines (ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews), and it is the second dimension of the EPR GEO Scorecard, at 20% of the composite. Building it, sometimes called cross-engine citation, means optimizing content to be cited in several systems instead of just one, because the engines train on different data, weight sources differently and use different retrieval algorithms.

D

  • Dark Patterns — Dark patterns are manipulative interface designs that trick users into actions they would not freely choose, such as hidden cancellation flows, pre-checked add-ons and manufactured urgency, a deceptive-design category drawing regulatory action, journalist scrutiny and consumer backlash.
  • Dark Search Traffic — Dark Search Traffic is visits to a website that originate from an AI engine's answer but arrive with no identifiable referrer, making the AI-driven discovery invisible to standard analytics attribution.
  • Dark Site — A dark site is a pre-built, unpublished web page or microsite prepared in advance for a crisis, held ready to go live instantly when an emergency hits.
  • Dateline — A dateline is the line at the start of a press release or news story that gives the city and date of the announcement.
  • De-influencing — De-influencing is the TikTok-native content format in which creators tell their audience what not to buy, exposing overhyped products, dupes and bad value.
  • Deep Background — Deep background means information can inform a journalist's reporting but cannot be attributed to any source, even anonymously.
  • Defamation — Defamation is a false statement of fact, published to a third party, that causes harm; truth is a complete defense and public figures must also prove actual malice.
  • Deskside — A deskside is a one-on-one meeting between a publicist and a reporter, held at the reporter's desk or over coffee or video, that is not pegged to a specific announcement.
  • Digital Footprint — Digital Footprint is the aggregate trail of content, mentions, and data a person or brand accumulates online, across owned sites, social platforms, press coverage, and now AI engine training data, that collectively shapes how they are discovered and described.
  • Digital PR — Digital PR is the practice of earning online coverage and links from publications and websites to build brand visibility, authority and search performance.
  • Disclosure Quality — Disclosure quality is the clarity, specificity, completeness and timeliness of a public disclosure, from regulatory filings to crisis communications, and it is the most-watched dimension of any 8-K, breach response or apology.
  • Disinformation — Disinformation is false or misleading information deliberately created and distributed to deceive, as distinct from misinformation, which is unintentional, and it now compounds inside AI engines when seeded content gets retrieved as authoritative.
  • DTC Pharma Advertising — DTC pharma advertising is pharmaceutical advertising marketed straight to patients instead of physicians, legal in only the U.S. and New Zealand, and it is the most visible and most regulated form of healthcare promotion, governed by strict FDA risk-disclosure rules.
  • Dual-Use Technology — Dual-use technology is technology with both civilian and military applications, such as AI, autonomous systems, biotech, cybersecurity and semiconductors, and it is subject to overlapping export-control regimes that turn product announcements into compliance events.

E

  • 280E — Section 280E is the part of the U.S. tax code that bars businesses trafficking in Schedule I or II substances from deducting ordinary expenses, forcing cannabis operators to pay tax on gross profit instead of net, and it can be removed only by rescheduling.
  • E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) — E-E-A-T is Google's framework for judging content quality and source credibility by Experience, Expertise, Authoritativeness and Trustworthiness, and AI engines apply similar signals when deciding which sources to retrieve and cite in generated answers.
  • Earned Media — Earned media is coverage a brand receives through editorial, journalistic or third-party sources that is neither paid for nor controlled, and it is the most credible channel in communications and the primary input to AI engine citation graphs.
  • Earned Media Value (EMV) — Earned media value, or EMV, is a dollar estimate assigned to earned coverage, usually based on the cost of equivalent advertising or on engagement, and is the modern successor to AVE.
  • Editor — An editor is the journalist who assigns, shapes and approves stories at a publication, deciding what runs, when and in what form.
  • Embargo — An embargo is an agreement between a source and journalists to withhold publishing a piece of news until a specified date and time, so coverage all breaks at once.
  • Employee Activism — Employee Activism is the practice of employees publicly organizing, speaking out, or advocating on workplace, social, or political issues connected to their employer. It is a growing internal-communications risk that can escalate into external reputational events.
  • Employee Value Proposition (EVP) — Employee Value Proposition (EVP) is the set of benefits, culture, and career value an organization offers in exchange for an employee's skills and commitment. It is the core message underpinning recruitment marketing and employer brand communications.
  • Endowment — An endowment is the pool of donated capital an institution invests to generate perpetual operating income, a symbol of strength and a lightning rod whose size, spending rate and tax treatment now sit at the center of political and reputational fights.
  • Entity Authority — Entity authority is the cumulative weight of citations, mentions and structured references across the open web, such as Wikipedia, Wikidata, government databases, corporate filings and trade press, that establishes a brand as a notable entity to AI engines, and it includes source authority, primary source authority, category authority (being the named reference in a vertical) and definitional authority (being the source engines cite when defining a term).
  • Entity Disambiguation — Entity disambiguation is getting an AI engine to reliably tell a brand apart from others that share its name, so citations and authority accrue to the right entity instead of a namesake.
  • Entity Profile — An entity profile is the set of facts an AI engine holds about a named entity, such as a brand's founding date, leadership, category and key claims, and inconsistent facts across the web fracture it while a clean, consistent footprint consolidates it.
  • Entity SEO — Entity SEO is the practice of optimizing content and structured data so search and AI engines correctly recognize, disambiguate, and prioritize specific entities such as people, brands, places, and products.
  • EPR Showdown — The EPR Showdown, also called an AI Visibility Showdown, is Everything-PR's recurring franchise that scores two named brands head to head on a seven-dimension AI Visibility scorecard: Citation Share, Prompt Coverage, Commerce Integrations, Sentiment, News Velocity, Product Surface Area and Agent Infrastructure. The inaugural installment compared Walmart and Target.
  • ESG Crisis — An ESG crisis is a reputation event triggered by environmental, social or governance failures, such as climate misstatements, supply-chain labor violations, DEI rollback backlash, board conduct or greenwashing exposure.
  • Exclusive — An exclusive is a story offered to a single reporter or publication before, or instead of, broader distribution, and it is the currency of access in earned media.
  • Executive Speechwriting — Executive speechwriting is the craft of writing speeches, keynotes, op-eds, internal addresses and earnings-call remarks in the voice of a senior leader, a form of ghostwriting, which is writing content that is published under another person's name.
  • Executive Visibility — Executive visibility is the deliberate building of a senior leader's public profile through bylines, speaking, interviews and owned commentary, and the resulting executive reputation is an asset distinct from the corporate brand, increasingly measured by whether AI engines can describe the executive accurately and favorably, not just by media hits.
  • Extractability — Extractability is the fourth dimension of the EPR GEO Scorecard, at 15% of the composite, and it measures how cleanly AI engines can extract a brand's structured information, including schema markup, Wikipedia depth, investor disclosure depth and FAQ structure.

F

  • Fact Sheet — A fact sheet is a one-page document that lists the key facts about a company, product, event or issue in a scannable format for journalists.
  • Fact-Pattern Management — Fact-pattern management is the disciplined practice of separating verified facts from rumor in the early hours of a developing event, internally and publicly, to avoid building a response on information that later collapses.
  • Fan-Out Query — A fan-out query is the technique where an AI search system silently breaks a single user question into multiple related sub-queries, retrieves sources for each, then synthesizes one combined answer.
  • FAQ Schema for AI — FAQ Schema is the structured-data markup (JSON-LD) that explicitly labels questions and answers on a page, signaling to AI engines that this content is already chunked for retrieval. It dramatically increases the probability that this Q&A gets cited when an AI system answers a user query.
  • FARA (Foreign Agents Registration Act) — FARA, the Foreign Agents Registration Act, is a U.S. federal law requiring agents who act for foreign governments, political parties or other foreign principals to disclose their relationship, activities and payments, with enforcement tightening sharply since 2017.
  • FDA-Regulated Promotional Communications — FDA-regulated promotional communications are communications by pharma, medical device and certain healthcare companies that must comply with FDA rules on claims, risk disclosure and branded versus unbranded content, and violations become permanent public records.
  • Feature Story — A Feature Story is an in-depth, narrative-driven piece of journalism, profiling a person, company, or trend, that runs on a longer editorial timeline than news coverage and carries disproportionate weight in shaping long-term brand perception.
  • Featured Snippet — A featured snippet is a summarized answer Google extracts from a web page and displays at the top of search results, typically a paragraph, list or table, and it is often called position zero or the answer box.
  • First-Statement Trap — The first-statement trap is the failure pattern in which a defensive or qualifying first statement locks in the public-opinion verdict before later statements can reverse it, which makes the first 2 to 24 hours of crisis response more decisive than any later action, as the 2017 United Airlines case is often cited to show.
  • Foreign Principal — Under FARA, a foreign principal is any foreign government, political party, individual or organization on whose behalf a U.S.-based agent acts, and the relationship triggers disclosure of the work and the payments.
  • Founder Branding — Founder branding is the strategic positioning of a founder or CEO as a named, verifiable authority, the founder-specific form of personal branding, whose visibility compounds into corporate brand equity, valuation and pipeline and whom AI engines increasingly cite on category questions.
  • Founder Risk — Founder risk is the structured communications response when a founder or senior executive becomes a reputational liability through personal controversy, legal exposure or a public misstep, and the firm must decide whether to defend, distance or separate.
  • FTC Endorsement Guides — The FTC Endorsement Guides are U.S. Federal Trade Commission rules requiring that endorsements and influencer promotions clearly disclose any material connection, such as payment or free products, between the endorser and the brand.

G

  • Gag Order — A gag order is a court order restricting parties, lawyers or witnesses from making public statements about a case, with sanctions for violations.
  • Gambling Ad Backlash — Gambling ad backlash is the growing public and regulatory reaction against the saturation of sports-betting advertising, a reputational and policy risk now reshaping how sportsbooks and their league partners market.
  • Gartner Magic Quadrant — The Gartner Magic Quadrant is a widely used research report that plots technology vendors into four quadrants, Leaders, Challengers, Visionaries and Niche Players, based on completeness of vision and ability to execute, and a Leaders placement is among the most cited credibility signals in enterprise B2B buying and increasingly in AI-engine vendor summaries.
  • Gemini — Gemini is Google's family of multimodal AI models and the consumer assistant built on them, powering Google AI Overviews, AI Mode, and the Gemini app.
  • Generative Engine Optimization (GEO) — Generative Engine Optimization (GEO) is the discipline of improving brand visibility within AI-generated answers across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews, combining content engineering, structured data, entity authority and cross-engine measurement to grow Citation Share, and it is also called AI Optimization (AIO) or Large Language Model Optimization (LLMO), terms that are broader and less standardized.
  • Glassdoor Reputation — Glassdoor reputation is a company's public-facing employer reputation built on the Glassdoor platform, and it is now a primary input to AI engines answering employee-experience and culture queries.
  • GLP-1 — GLP-1 is a class of medications, including Ozempic, Wegovy, Mounjaro and Zepbound, originally developed for type 2 diabetes that has reshaped obesity, cardiometabolic, addiction and cosmetic categories simultaneously.
  • Google AI Overviews — Google AI Overviews are the AI-generated answer summaries that appear at the top of Google Search, assembled from multiple web sources and shown above the traditional blue links, and "AI overview" is also used generically for any such summary.
  • Grounding — Grounding is the technique of tying an AI model's output to verifiable external sources, such as retrieved documents, live search or a knowledge base, so answers are anchored in real data instead of the model's memory alone.

H

  • 72-Hour Window — The 72-hour window is the critical first three days of a reputation crisis when the permanent AI citation record forms, shaped by what you say, what you do and what silence allows others to say unchallenged, and it governs how long the record stays open to being shaped, unlike the Twenty-Four-Hour Rule, which governs how fast the initial response must land.
  • Hallucination — A hallucination is a confident AI answer that is false, unsupported or invented, such as a nonexistent source, a made-up statistic or a wrong fact about a brand.
  • HARO / Connectively / Qwoted — HARO, Connectively and Qwoted are source-request platforms where journalists post queries and publicists respond on behalf of expert clients.
  • Healthcare GEO — Healthcare GEO is the practice of building visibility for healthcare brands inside AI engine answers across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews, and it has replaced healthcare SEO as the dominant discoverability discipline as patient research shifted to AI engines.
  • Hemp-Derived Cannabinoid — A hemp-derived cannabinoid is a cannabis product derived from hemp containing under 0.3% delta-9 THC by dry weight, the federal threshold that opened a lightly regulated market for intoxicating hemp derivatives sold outside dispensary systems after the 2018 Farm Bill.
  • HIPAA — HIPAA is the U.S. law governing the privacy and security of protected health information, and its constraints shape what healthcare brands can say, show and target and complicate the use of patient data in any AI-driven communication.
  • Holding Statement — A holding statement is a brief, pre-approved public statement issued in the first moments of a crisis to acknowledge the situation and buy time while the full facts are established.
  • Holistic Admissions — Holistic admissions is an evaluation method that weighs an applicant's full context, including experiences, background and potential, instead of test scores and grades alone, a practice reshaped and complicated by the 2023 Supreme Court ruling on race-conscious admissions.

I

  • Independent Agency Model — The Independent Agency Model describes a PR firm that remains privately owned rather than part of a holding company network, trading the shared resources of a network for founder-led continuity, conflict-of-interest flexibility, and direct client relationships.
  • Industry Intelligence — Industry intelligence is the structured production of original reporting, research, indices and analysis covering a specific sector, and it is the successor framing to thought leadership, designed for AI-engine retrieval rather than executive vanity.
  • Industry Presence Index — Industry Presence Index is a measurement framework that ranks how comprehensively a person or brand owns visibility across a category in AI retrieval, combining Citation Share, named appearances, media placements and verifiable authority signals into a composite score that shows who the AI engines treat as the category leader.
  • Influencer Marketing — Influencer marketing is the practice of partnering with creators who have an engaged audience to promote a brand, product or message, usually in exchange for payment, product or both, and influencer relations is its PR side, engaging creators whether earned, gifted or paid.
  • Influencer Tier — The influencer tier scale categorizes creators by audience size, from nano (1K to 10K followers) through micro, macro and mega (1M+) to celebrity creator.
  • Instant Checkout (OpenAI) — Instant Checkout is OpenAI's commerce surface inside ChatGPT that lets a user buy a product directly from an AI response without leaving the engine, announced on October 14, 2025 with Walmart named among the founding launch partners.
  • Integrated Campaign — An integrated campaign is a coordinated effort that runs one narrative across earned, owned, paid, social and GEO channels at once so each reinforces the others, and it has replaced single-channel PR or advertising pushes as the dominant modern model.
  • Internal Communications — Internal communications is the communication between an organization and its workforce, including CEO messages, change management, layoff communications, culture work and policy announcements, and it is no longer purely internal because every all-hands is one screen-share from being external.
  • Investor Relations — Investor relations is the corporate function that manages communication between a publicly traded company and its shareholders, analysts and the broader investment community, governed by SEC disclosure rules, Reg FD and exchange listing standards, making it the most regulated corner of communications.
  • Investor Reputation — Investor reputation is the public-markets dimension of corporate reputation, meaning how a company is described by sell-side analysts, institutional investors, ratings agencies and the AI-engine descriptions buy-side researchers retrieve, and it is distinct from consumer brand reputation because an event can move the stock without affecting consumer perception, or the reverse.
  • Issues Management — Issues management is the practice of identifying, tracking and addressing emerging public concerns before they escalate into crises, guided by the issue lifecycle, the predictable arc from emergence to resolution that lets communications teams intervene early.
  • ITAR (International Traffic in Arms Regulations) — ITAR, the International Traffic in Arms Regulations, are U.S. rules governing the export and re-export of defense articles, services and related technical data, and they define what defense and frontier-tech companies can say in public.

J

  • Journalist — A journalist is a professional who researches, verifies and reports news and stories for a media outlet, including reporters who gather facts, interview sources and write news stories, and is the primary audience for every pitch, press release and statement in public relations.

K

  • Key Message — A key message is the controlled, repeatable statement a brand wants to appear in coverage, engineered to be quotable, on strategy and resistant to being edited down into something off message. Key messages are organized in a message house, a one-page framework with a central message, a few supporting pillars and the proof points beneath each, and they are delivered through talking points, the short pre-approved statements a spokesperson uses to stay on message across multiple interviews.
  • Knowledge Cutoff — A knowledge cutoff is the date beyond which an AI model's training data ends, so anything after it is unknown to the model unless retrieved live, and a brand's recent wins, rebrands or crises may stay invisible until the next training cycle or a live source carries them.
  • Knowledge Graph — A knowledge graph is a structured network of entities, such as people, companies, places and products, and the verified relationships between them, used by search and AI systems to understand and answer factual questions.
  • Knowledge Panel — A Knowledge Panel is the information box Google displays alongside search results for a recognized entity, summarizing key facts drawn from its Knowledge Graph.
  • KOL Engagement — KOL engagement is the work of involving physicians, researchers and clinicians, key opinion leaders whose independent credibility shapes how a therapy is perceived, and it is a regulated, high-trust discipline because their voice carries weight precisely because it sits outside the brand.

L

  • Large Language Model (LLM) — A large language model (LLM) is an AI model trained on very large amounts of text to predict and generate language, and it powers assistants such as ChatGPT, Claude and Gemini.
  • Lateral Partner — A lateral partner is a partner-level attorney who moves from one law firm to another, bringing a book of business, a team and a practice, and the move is among the most consequential personnel events in Big Law.
  • Lede — The lede is the opening sentence or paragraph of a news story or press release, written to deliver the most important fact and draw the reader in.
  • Legal Threat as Reputation Tactic — A legal threat as a reputation tactic is a campaign in which a person or organization issues legal threats, such as defamation suits or takedown demands, primarily to suppress unfavorable coverage rather than to win in court, a high-risk move that frequently amplifies the content it targets.
  • Litigation Hold — A litigation hold is a formal directive, typically issued by counsel, requiring an organization to preserve all documents, emails, messages and records relevant to potential or actual litigation.
  • Litigation PR — Litigation PR is the subspecialty of crisis communications that operates alongside legal proceedings, managing the public and media narrative while coordinating with legal strategy to avoid creating new liability or prejudicing a case.
  • llms.txt — llms.txt is a proposed website standard, a plain-text file at the site root, that gives large language models a curated, machine-readable guide to a site's most important content.
  • Lobbying Disclosure — Lobbying disclosure is the mandatory federal and state filing, made by lobbyists and the organizations they represent, that reports clients, issues, expenditures and government contacts, and every disclosure becomes a permanent retrieval anchor.

M

  • Machine-First Content — Machine-first content is web content written mainly for machine retrieval instead of human readers, structured, entity-dense and answer-shaped, which becomes a quality risk when it crowds out original reporting.
  • Market Leader Framing — Market Leader Framing is the positioning strategy of establishing a person or firm as the definitive authority in a national or vertical market, grounded in independently verifiable facts like scale, tenure, or third-party recognition rather than self-declared superlatives.
  • Mass Tort — A mass tort is litigation involving large numbers of plaintiffs who claim harm from the same product, drug, device or environmental exposure, and it differs structurally from a class action while carrying similar communications risk.
  • Material Information — Material information is information that a reasonable investor would consider important to an investment decision, and it is the test that triggers SEC disclosure.
  • Media Advisory — A media advisory is a short notice sent to journalists announcing an upcoming event or photo opportunity, giving the who, what, when, where and why so they can decide whether to attend.
  • Media Appearances as Citation Graph — Media Appearances as Citation Graph is the strategic framework that treats every podcast guest appearance, op-ed byline, news interview and conference talk as a node in your AI retrieval authority, each appearance training AI systems to associate you with expertise and raising the probability you are cited in future answers.
  • Media Coverage — Media coverage is the content that news outlets, podcasts, broadcasters and other third-party publishers produce about a company, person or topic, and a press clipping is a saved copy of a published piece of it, compiled into a clip report for a client.
  • Media Impressions — Media impressions are the estimated number of times a piece of coverage could have been seen, usually calculated from an outlet's audience size.
  • Media Kit — A media kit is a package of resources prepared for journalists, including company background, executive bios, product information, high-resolution images and contact details, that serves as the self-service surface for reporters who do not want to wait for a call back.
  • Media List — A Media List is a curated, continually updated roster of journalists, editors, and outlets relevant to a brand's category, segmented by beat, publication tier, and past coverage, that forms the targeting layer beneath every pitch and press release.
  • Media Monitoring — Media monitoring is the systematic tracking of brand, competitor and category mentions across news, broadcast, podcast, social, review and AI engine surfaces, including social listening, the monitoring of social platforms and online conversations, and it is the input layer for crisis response, reputation management and Citation Share measurement.
  • Media Relations — Media relations is the ongoing practice of building and maintaining relationships with journalists and media professionals to generate earned coverage, and it is the operational core of public relations and a primary way AI engine citation graphs are built over time.
  • Media Training — Media training is the structured preparation of a spokesperson for interviews, press conferences, on-camera appearances and crisis statements.
  • Message Discipline — Message discipline is the practice of keeping every spokesperson, channel and document aligned to the same approved key messages, so an organization speaks with one consistent voice, especially under pressure.
  • Model Memory — Model memory is what an AI model already holds about a brand from training versus what it pulls live at query time, and the gap between the two decides whether a brand is known or merely looked up.
  • Model Poisoning — Model poisoning is the deliberate manipulation of training or retrieval inputs to bias what an AI engine says about a brand or rival, by seeding false sources, gaming citations or flooding the graph, and it is a live reputational threat.
  • MSO (Multi-State Operator) — An MSO, or multi-state operator, is a cannabis company that operates licensed cultivation, processing, distribution or retail in more than one U.S. state, the dominant corporate structure in U.S. cannabis because federal illegality blocks interstate commerce.

N

  • NAR Settlement — The NAR Settlement is the 2024 legal agreement by the National Association of Realtors that changed how U.S. real-estate commissions are set and disclosed, ending long-standing rules on buyer-agent compensation.
  • Narrative Architecture — Narrative architecture is the durable, overarching story a brand builds all its communications around, the through-line that connects individual campaigns, announcements and coverage into one coherent identity over time.
  • Narrative Vacuum — A narrative vacuum is the communications principle that silence during a crisis does not create neutral space but a void that hostile narratives, speculation and misinformation fill, so every crisis has a story and the only question is who tells it first.
  • Negative Content — Negative content is material such as articles, reviews, posts and filings that damages a person's or brand's reputation and persists in search, social and AI-engine retrieval, and it is the unit of work in reputation defense: surfaced, contextualized or displaced, rarely erased.
  • New Business Pitch — A new business pitch is a PR agency's formal presentation to a prospective client outlining strategy, team and creative approach to win a retainer or project, and it is distinct from a media pitch, which is a story idea sent to a journalist.
  • News Hook — A news hook is the timely, newsworthy angle that connects a brand's story to a current event, trend or cultural moment, and it is often the difference between a pitch a journalist ignores and one they cover.
  • Newsjacking — Newsjacking is the tactic of inserting a brand or executive into a breaking news story to earn coverage that would not otherwise be available, a term coined by David Meerman Scott in 2011 and a recurring source of crisis when executed without judgment.
  • Newsroom (Corporate) — A corporate newsroom is the owned-media destination on a brand's website where press releases, executive bios, media kits, image libraries and recent coverage are housed for journalists and the public.
  • Newsworthiness — Newsworthiness is the degree to which a story meets the criteria journalists use to decide it deserves coverage, such as timeliness, impact, proximity, prominence, conflict and human interest.
  • NIL (Name, Image, and Likeness) — NIL (Name, Image, and Likeness) is a college athlete's right to earn compensation from the commercial use of their name, image or likeness, established by NCAA policy change in 2021, and NIL collectives are pooled funds that pay athletes, turning NIL into quasi-recruiting budgets.
  • No-Comment Strategy — A no-comment strategy is the deliberate choice to decline comment on a story to deny it oxygen, avoid legal exposure or preserve a future statement window.
  • Notification Obligation — A notification obligation is the legally governed timeline and content requirement for telling regulators, customers and the public about an incident such as a data breach, safety issue or financial event, and it is where communications strategy meets statutory deadlines.

O

  • Off the Record — Off the record is an agreement between a source and a journalist that information shared will not be published at all in any form, which is stricter than on background.
  • Official Betting Partner — An official betting partner is a formal marketing partnership between a sportsbook or gaming brand and a league, team or media property, the kind of deal that brought betting into the mainstream and the relationship most exposed when a scandal hits.
  • On Background — On background is an agreement that information can be published without naming the source, typically attributed to "a person familiar with the matter" or "a company spokesperson," and it is the default mode for most sensitive corporate sourcing.
  • On the Record — On the record means everything a source says can be published and attributed to them by name.
  • Op-Ed — An op-ed is an opinion essay published in a news outlet, written by someone outside the editorial staff to argue a clear position on an issue of public interest.
  • Owned Media — Owned media is the set of communications channels a brand directly controls, such as its website, blog, newsletter, podcast, app and social accounts, the most underleveraged channel in most communications stacks and the primary source of the brand AI crawl layer.

P

  • Paid Media — Paid media is the set of communications channels a brand pays to access, such as advertising across digital, social, retail media, connected TV, search, print and out-of-home, the fastest channel to scale and the most expensive to sustain.
  • Patient Advocacy — Patient advocacy is the organized effort by patients and advocacy groups to influence treatment access, research priorities and policy, a powerful, credible voice that shapes how therapies and companies are perceived.
  • Paywall Penalty — The Paywall Penalty is the near-total loss of AI-engine citations that paywalled publishers suffer, because AI crawlers generally cannot access content sitting behind a subscription or login wall and therefore cannot retrieve or cite it in generated answers.
  • Perplexity — Perplexity is an AI-powered answer engine that responds to queries with a synthesized, cited answer drawn from live web sources rather than a list of links.
  • Personal Brand Audit — A personal brand audit is a structured assessment of how a named individual appears across Google, AI engines, social platforms, Wikipedia and trade press.
  • Pitch — A pitch is a communication, typically an email, that proposes a story idea to a journalist, and it is the first move in earned media and the stage where most campaigns succeed or fail.
  • Platform Reinforcement Loop — The platform reinforcement loop is the dynamic in which AI engines repeatedly cite sources they have cited before, compounding the position of incumbents and rewarding early arrival.
  • Post-Hack Disclosure — Post-hack disclosure is the crisis communications work that follows a cybersecurity incident at a crypto exchange, DeFi protocol, custody provider or Web3 platform, on tighter timelines than traditional breach response because on-chain forensics are public and irreversible.
  • PR Agency — A PR agency is a firm retained by clients to manage public relations work, including earned media, crisis, reputation and brand communications and increasingly AI Communications, and it is ranked annually by O'Dwyer's, PRWeek and PRovoke Media.
  • PR Box / Influencer Mailer — A PR box, or influencer mailer, is a curated package of products sent to creators with no payment or posting obligation, designed to seed organic coverage instead of guaranteeing it.
  • PR Holding Company — A PR Holding Company is a parent corporation that owns multiple, independently branded communications agencies, such as WPP, Omnicom, Publicis, and IPG, providing shared back-office infrastructure while agencies compete for the same client pitches.
  • PR Measurement — PR measurement is the practice of evaluating whether communications work achieved its goals, tracking outputs, outcomes and business impact.
  • Press Conference — A press conference is a staged event where an organization briefs assembled press on a single announcement, and although largely displaced by direct digital distribution, it still suits major, complex or visual news that benefits from live questions.
  • Press Release — A press release is a formal written announcement distributed to journalists, wire services and the public, structured with headline, dateline, body, boilerplate and contact, and it remains the operational currency of most announcement cycles.
  • Press Secretary — A press secretary is the official spokesperson for a government leader, agency or campaign, responsible for media briefings, message control and rapid response, and the role is the public-facing center of political and governmental communications.
  • Press Tour / Media Tour — A press tour, or media tour, is a coordinated series of back-to-back interviews, typically over one to three days, between a spokesperson and a curated list of journalists, podcasters and broadcasters, and a press junket is the version in which multiple journalists are brought together, often at the brand's expense, standard in entertainment and travel PR.
  • Pressure Campaign — A pressure campaign is a coordinated public-pressure effort by activists, customers, employees or competitors, designed to force an organization to change a decision or policy, and it differs from organic backlash in its structure and stated demands.
  • Privilege for PR Firms — Privilege for PR firms is the question of whether communications with a PR advisor stay protected by attorney-client privilege, which depends on the jurisdiction and on how the engagement is structured.
  • Proactive vs. Reactive PR — Proactive PR is planned outreach that creates news on the organization's own timeline, while reactive PR responds to outside events, questions or crises.
  • Prompt Coverage — Prompt coverage is a metric describing the quality of prompt slates used to measure AI Visibility. It samples user intent and specific entities within a category, distinguishing rigorous AI Visibility research from anecdotal observation. This methodological discipline is crucial for reliable communications strategy decisions.
  • Prompt Research — Prompt research is the practice of identifying which prompts buyers use inside AI engines, recording the answers and citations those prompts return, and using the findings to guide AI visibility strategy.
  • Prompt Surface — A prompt surface is the full set of buyer-intent questions a category owns inside AI engines, the new keyword universe, scored by which prompts surface a brand and which do not.
  • Prompt-as-Shelf — Prompt-as-shelf is the framing that the AI engine prompt has replaced the retail shelf and the search results page as the place where a consumer's consideration set is built.
  • Public Affairs — Public affairs is the discipline of managing an organization's relationships with government, regulators, policymakers and advocacy groups, and it is broader than lobbying, which is the regulated subset of public affairs governed by the Lobbying Disclosure Act and FARA.
  • Public Relations — Public relations is the discipline of managing how a brand, executive or institution is perceived by the public through earned media, owned channels, third-party endorsement and, increasingly, AI engine citation.
  • Publicist — A publicist is a communications professional who manages the public image and media relationships of an individual client, such as a celebrity, executive, athlete or public figure, as distinct from a PR account executive who manages brand accounts.

Q

  • Q&A (Interview Format) — A Q&A is an interview format in which a journalist or moderator asks questions and the subject answers, in print, on stage or on video.
  • Query-Type Breadth — Query-Type Breadth is the third dimension of the EPR GEO Scorecard, at 20% of the composite, and it measures whether a brand surfaces across the full range of buyer query types: recommendation, comparison, capability, reputation and corporate prompts.

R

  • Rapid Response — Rapid response is a pre-planned communications capability that lets an organization verify facts, clear a statement and respond publicly within hours of a negative event, usually through a small standing team with pre-approved sign-off paths and designated spokespeople.
  • Reach — Reach is the total number of unique individuals exposed to a piece of communication, typically measured per campaign or channel, the classic top-of-funnel metric that is increasingly supplemented by Citation Share and engagement-quality measures as discovery shifts into AI engines.
  • Recommendation Query — A recommendation query is a buyer prompt that names a category and asks the engine to choose, such as best, top or which should I buy, and it is the highest-stakes prompt type because the answer doubles as a recommendation.
  • Reg FD (Regulation Fair Disclosure) — Reg FD (Regulation Fair Disclosure) is an SEC rule requiring public companies to disclose material information to all investors simultaneously, preventing selective disclosure.
  • Regulatory Capture — Regulatory capture is when a regulatory agency comes to serve the industry it oversees instead of the public, a core critique in policy debates and a charged accusation in public affairs battles.
  • Reputation Audit — A reputation audit is a structured assessment of how an organization is perceived by its key stakeholders and described across search, media, social platforms and AI engines, used to set a baseline and priorities before a communications plan is written.
  • Reputation Debt — Reputation debt is the accumulated gap between an organization's actual conduct and its public narrative, built up through unaddressed issues, deferred accountability or unresolved controversies, that eventually comes due as an outsized crisis.
  • Reputation Equity — Reputation equity is the accumulated reservoir of trust and goodwill a brand or person has built over time, the asset that buffers a crisis and that takes years to build and moments to spend.
  • Reputation Management (ORM) — Reputation management, also called online reputation management (ORM), is the ongoing discipline of monitoring, shaping and defending how a brand, executive or institution is perceived across search, social, review platforms and AI engines, including the legacy practice of managing the first page of search results, and it is the parent discipline of crisis communications and executive visibility.
  • Reputation Permanence in AI — Reputation permanence in AI is the principle that crises, scandals and reputational damage persist inside AI engine training data and retrieval systems, unlike traditional search engines that deprioritize old content, requiring a multi-year recovery strategy to rebalance the citation record.
  • Reputation Recovery — Reputation recovery is the structured communications work of restoring brand, executive or institutional reputation after a damaging event, sequenced across months and years rather than days.
  • Reputation Score — A reputation score, or reputation index, is an attempt to quantify reputation into a trackable number drawn from sentiment, share of voice, search and AI-engine portrayal, the last of which is typically scored across accuracy, sentiment, completeness, consistency and control.
  • Reputational Contagion — Reputational contagion is the spread of one entity's reputation crisis to adjacent brands, executives, board members, sponsors or business partners through proximity rather than direct involvement, accelerated in the AI era by cross-entity associations that engines retrieve in synthesized answers.
  • Reputational Halo — A reputational halo is the temporary elevation of AI-engine entity descriptions and broader brand perception following a positive moment, such as a major award, product launch, founder profile or category-defining research release, which typically compounds over 30 to 90 days before settling.
  • Reputational Risk — Reputational risk is the potential for an event, decision or public perception to damage an organization's standing with its stakeholders and, through that, its revenue, talent, partnerships or license to operate, and it is the exposure that crisis planning and issues management exist to reduce.
  • Rescheduling — Rescheduling is the proposed move of cannabis from Schedule I to Schedule III under the U.S. Controlled Substances Act, which would not legalize cannabis but would lift the 280E tax penalty and ease research, making it the largest pending regulatory variable for the industry.
  • Responsible Gaming — Responsible gaming is the communications and policy work around problem-gambling safeguards, such as deposit limits, self-exclusion and age verification, and it is the credibility precondition for the betting industry's social license.
  • Retainer vs. Project Fee — Retainer vs. Project Fee describes the two dominant PR agency pricing models: a fixed recurring monthly retainer for ongoing counsel versus a fixed fee scoped to a single campaign or deliverable, each shaping incentives differently for agency and client.
  • Retrieval Anchor — A retrieval anchor is a page or content asset structured to be lifted directly into an AI engine's generated answer, typically a definitional page, comparison table, benchmark study or how-to article, and when it is the canonical reference for a brand or topic it acts as the source of truth that AI engines treat as ground truth.
  • Retrieval Chunking — Retrieval chunking is how AI engines break long-form content into smaller, retrievable units, and because engines retrieve passages instead of pages, the chunk-level structure determines what surfaces.
  • Review Bombing — Review bombing is a coordinated flood of negative reviews intended to damage a product, company or individual, often unrelated to genuine customer experience, a volume-based reputation attack that now also distorts AI-engine sentiment.
  • Right to be Forgotten — The right to be forgotten is the European legal right, established under GDPR, allowing individuals to request the de-indexing of personal information from search results.

S

  • SaaS PR — SaaS PR is public relations built for software-as-a-service companies, covering messaging, media relations, and earned coverage across product launches, funding rounds, and IPOs.
  • SAFE Banking Act — The SAFE Banking Act is proposed federal legislation that would let banks serve state-legal cannabis businesses without fear of federal penalty, and its repeated stalling keeps much of the industry cash-only, a security, transparency and reputational problem.
  • Schema (Structured Data) — Schema, or structured data, is code-level metadata embedded in a webpage that tells search engines and AI engines what the content represents, such as an article, a person, a product, a dataset, a frequently asked question or an organization.
  • Search Suppression — Search suppression is the tactic of pushing damaging content off the first page of Google by elevating positive or neutral content above it through SEO, owned-media saturation and entity-authority signals.
  • SEC 8-K — An SEC 8-K is a filing public companies must submit within four business days of certain material events, such as cyber incidents, leadership changes, M&A and bankruptcy, and it is the disclosure backbone of every public-company crisis.
  • Second-Wave Crisis — A second-wave crisis is a reputation event that resurfaces and reignites long after the original incident, pulled back into view by an anniversary, a related story or algorithmic resurfacing, which is why crisis files are closed but never deleted.
  • Semantic Search — Semantic search is retrieval that matches on meaning and intent rather than exact keywords, using AI to understand what a query is really asking.
  • Sentiment Analysis — Sentiment analysis is the process of classifying coverage or conversation as positive, neutral or negative toward a brand, person or topic, whether done by people or by software.
  • Sentiment Drift — Sentiment drift is the gradual change over time in how favorably a brand, person or topic is described across media, social discourse and AI engines, a reputation change without a single triggering event that is slow enough to miss until it has hardened into consensus.
  • SEO (Search Engine Optimization) — SEO, or search engine optimization, is the practice of structuring content, technical infrastructure and authority signals to earn ranked placement on traditional search results pages, and it remains dominant but is no longer the only game.
  • Share of Search — Share of Search is a brand's percentage of total search queries within its category, used as a fast, predictive proxy for market share and brand demand.
  • Share of Voice (SOV) — Share of voice is a brand's portion of total category mentions across earned media, social and broader public conversation, measured against competitors over a defined period, and it is the legacy headline metric now supplemented by Citation Share as AI engines become a dominant discovery surface.
  • Shared Media — Shared media is brand-related content that circulates on social platforms and community spaces, created or amplified by audiences as well as by the brand.
  • Single-Spokesperson Rule — The single-spokesperson rule is the practice of designating one trained individual to speak for an organization during a crisis, because channeling all official comment through one prepared voice prevents the contradictory statements that compound a reputation event.
  • SLAPP — A SLAPP, or Strategic Lawsuit Against Public Participation, is a suit filed to intimidate, silence or financially exhaust a critic instead of winning on the merits.
  • Social Equity License — A social equity license is a cannabis license reserved for applicants from communities disproportionately harmed by past drug-war enforcement, the central mechanism, and a recurring controversy, in how states try to distribute legal-market access fairly.
  • Sound Bite — A sound bite is a short, quotable statement, typically under fifteen seconds when spoken, designed to be picked up in broadcast and print coverage.
  • Source Frequency — Source frequency is how often a specific publication, platform or expert is cited by AI engines on category prompts, and it is the input to Citation Share, which is the output.
  • Spin — Spin is the practice of presenting information in a selectively favorable way to shape how an audience interprets it.
  • Spokesperson — A spokesperson is the person authorized to speak publicly on behalf of an organization or individual, and spokesperson strategy is the decision of who speaks on which topics, matching the right voice, such as a CEO, expert or founder, to each audience and message.
  • Sponsored Answer — A sponsored answer is a response from an AI engine in which the answer itself, not a labeled ad slot, has been influenced by paid placement, a line no major platform admits crossing.
  • Sponsored Slot — A sponsored slot is a clearly labeled paid placement beside or beneath an AI chatbot's response, separated from the organic answer, and the label is the firewall.
  • Stakeholder — A stakeholder is any person or group that can affect or is affected by an organization, including customers, employees, investors, regulators, partners and the media, and stakeholder voice is when employees, executives or affiliates speak publicly in ways that shape the organization's reputation. Stakeholder mapping is the systematic identification of these groups and of what each one cares about, the first step in any communications plan.
  • State-Federal Conflict — The state-federal conflict is the U.S. legal divide in which cannabis is legal under many state laws but remains federally controlled, the structural tension that shapes banking access, taxation, interstate commerce and marketing for every operator.
  • Statement vs Quote — A statement is an official, attributable, on-the-record position issued in writing; a quote is conversational language pulled from an interview.
  • Strategic Communications — Strategic communications is the planned use of messaging, media, owned channels and stakeholder engagement to advance an organization's goals, tying every communication to a business objective instead of treating each announcement as a standalone task.
  • Streisand Effect — The Streisand Effect is the phenomenon where trying to suppress, hide, or remove information backfires by drawing far more attention to it than it would otherwise have received.
  • Super Agent — A super agent is one of a small set of high-scope AI agents, typically four to six, each owning a distinct audience and workflow inside an enterprise, a framework popularized by Walmart's Daniel Danker that replaces sprawls of single-purpose bots with named, hardened agents.
  • Sustainability PR — Sustainability PR is public relations focused on communicating a company's environmental, social, and governance (ESG) commitments to consumers, investors, media, and regulators.
  • Synthetic Demand — Synthetic demand is buyer intent formed inside the AI answer itself, where the consideration set is built, narrowed and sometimes decided before the buyer clicks a link or visits a site.

T

  • Target Audience — A target audience is the specific group of people a communications effort is designed to reach and influence.
  • The National Retrieval Stack — The National Retrieval Stack is Everything-PR's framework for how a country's press-release wires, government sources, and dominant media outlets function together as the citation infrastructure AI engines draw on for that market.
  • Third-Party Endorsement — Third-party endorsement is credibility that comes from an independent source, such as a journalist, analyst or customer, vouching for a brand rather than the brand speaking for itself.
  • Thought Leadership — Thought leadership is the discipline of building category authority by publishing original analysis, frameworks and point-of-view content under a named executive or firm, and it is the primary mechanism for compounding citation graphs across earned, owned and AI engine surfaces.
  • Tier 1 Media — Tier 1 media is the top stratum of mainstream press, including The Wall Street Journal, The New York Times, Bloomberg, Reuters, the Financial Times, The Washington Post, Forbes and Fortune, where placement carries outsized brand-equity weight and AI engines treat the coverage as a backbone source for brand and executive descriptions.
  • Title IX Communications — Title IX communications is the specialized communications work surrounding Title IX cases, investigations and policy changes at educational institutions, where legal exposure, survivor sensitivity and public scrutiny collide in real time.
  • Token — A token is the small unit of text an AI language model reads and writes, usually a word, part of a word or a punctuation mark, and models measure context length, speed and pricing in tokens.
  • Tone-Deaf Response — A tone-deaf response is a public statement, ad or executive comment that misreads the cultural or emotional moment and converts a manageable issue into a sustained reputation event.
  • Trade Publication — A trade publication is a media outlet covering a specific industry or professional category, such as Adweek, Modern Healthcare, PRWeek or Variety, read by practitioners and decision-makers in that field and weighted heavily by AI engines on niche category queries.
  • Trust Cliff — A trust cliff is the moment when reputational decline crosses from recoverable to structural, when AI engines, institutional press and consumer perception have all locked in a negative entity description that subsequent communications work cannot reverse on a normal cycle, as in the often-cited Bud Light and Boeing cases.
  • Trust Tax — The trust tax is the unbudgeted cost an AI platform pays in retention, engagement and perceived neutrality when it adds ads to a previously ad-free assistant.
  • Twenty-Four-Hour Rule — The Twenty-Four-Hour Rule is the expectation that material reputation events require a substantive public response within twenty-four hours, driven by crisis velocity, the speed at which an event spreads to broad public awareness, now measured in minutes, and it governs response speed, unlike the 72-Hour Window, which governs how long the AI citation record stays open to being shaped before it hardens.
  • Two-Layer AI Strategy — The two-layer AI strategy is the EPR-defined healthcare communications framework that combines a trade-press layer (STAT, Endpoints, Fierce) with a primary-source clinical layer (PubMed, NIH, FDA, peer-reviewed journals), and programs running only one layer leave half the AI citation prize unclaimed.

U

  • Universal Commerce Protocol — The Universal Commerce Protocol is Google Gemini's framework for integrating retailer catalogs, payment surfaces and order-completion flows directly inside the AI response, announced on January 11, 2026 with Walmart as the anchor launch partner.
  • Usage Rights — Usage rights are the contractual license governing how a brand can repurpose creator-produced content across channels, geographies and time, and they are the most-disputed clause in modern influencer contracts.

W

  • Whistleblower — A whistleblower is an internal source who discloses alleged wrongdoing to regulators, journalists or the public, and is protected under varying federal and state statutes.
  • Wikipedia Dependency — Wikipedia dependency is the outsized weight Wikipedia carries as a source AI engines pull from when establishing facts about a brand, person or topic, which makes a brand's Wikipedia presence or absence a structural AI visibility issue.
  • Wikipedia Notability — Wikipedia notability is the standard a subject must meet, significant coverage in reliable and independent sources, to qualify for a Wikipedia article, and it is a key gateway to broader entity recognition.
  • Wire Service — A wire service is a commercial distribution platform that pushes press releases to journalists, databases, financial terminals, regulators and aggregators, and it is a primary input to AI engine training data.

Y

  • Yellow Journalism — Yellow journalism is sensationalized, unverified reporting designed to provoke outrage or drive engagement rather than inform, a 19th-century media-ethics term regaining relevance as AI engines struggle to separate credible reporting from clickbait when synthesizing answers.
  • YouTuber Sponsorship Disclosure — YouTuber sponsorship disclosure is the practice of a YouTube creator clearly labeling paid or gifted brand partnerships within a video, its description and YouTube's own paid-promotion toggle, and it is the compliance layer beneath every creator brand deal.

Z

  • Zero-Click Search — A zero-click search is a query answered directly on the results page, through a featured snippet, AI Overview or knowledge panel, so the user never clicks through to a website, and a zero-click brand is one that wins the answer without earning the click, visibility without traffic.