Reputation Management Glossary

This is a reference guide to the essential terms across online reputation management, digital PR, content removal, and AI narrative management. We have written these definitions specifically for practitioners and informed non-specialists. For a fuller introduction, see our online reputation management guide.

A

Adverse Media Screening

The process of searching news, legal and online sources for negative information about an individual or entity as part of due diligence or compliance. Adverse media checks are now standard in KYC, AML and investment processes, making an individual's online footprint directly relevant to commercial and financial relationships.

AI Narrative Management

The discipline of influencing and correcting how artificial intelligence systems describe individuals and organisations. AI narrative management addresses the fact that LLMs including ChatGPT, Claude and Gemini generate descriptions from training data that may be outdated, inaccurate or biased toward negative historical content. Unlike search engine management, AI narrative work cannot rely on removal or suppression alone.

AI Overview

A summary generated by Google's artificial intelligence and displayed at the top of search results in response to a query. AI Overviews draw on indexed web content and can shape how an individual or organisation is perceived before a user clicks a single link. Managing the source material that feeds AI Overviews is an emerging component of search reputation work.

AML - Anti-Money Laundering

A framework of laws, regulations and procedures designed to prevent the concealment of illegally obtained funds. AML compliance processes routinely include digital due diligence and adverse media screening, meaning an individual's online presence can directly affect their ability to open accounts, complete transactions or enter into institutional relationships.

Article 17 (GDPR)

The provision within the General Data Protection Regulation granting individuals the right to request deletion of their personal data. In digital reputation, Article 17 requests are submitted to search engines, publishers and data brokers to secure removal of personal information from online sources. Success depends on whether a legitimate ground for retention exists.

Biography

A structured written account of an individual's professional history, achievements and public role. In a digital context, biographies appear on personal websites, Wikipedia, LinkedIn and as AI-generated summaries in language models. A well-constructed and consistently published biography anchors how an individual is described across search and AI platforms.

ChatGPT

A large language model developed by OpenAI, widely used for research, due diligence and general information retrieval. What ChatGPT says about an individual or organisation is shaped by its training data and does not apply recency bias in the same way Google does. Adverse content that has been removed from search results may still surface in ChatGPT responses.

Content Removal

The process of getting harmful, inaccurate or private content deleted from websites, search engines and data broker databases. Content removal methods include legal requests, platform takedowns, GDPR Article 17 requests and direct publisher outreach. Where removal is not achievable, suppression is typically deployed in parallel.

Crisis Communications

The management of public messaging during a reputational crisis, covering what is said, to whom, through which channels and at what time. In digital reputation management, crisis communications operates alongside technical ORM measures including search suppression, content removal and AI narrative correction.

Crisis Management

The process of responding to and managing a damaging event that threatens an individual's or organisation's reputation. In a digital context, crisis management includes controlling search results, managing news indexing, monitoring new content and suppressing or removing harmful material during and after a reputational event. Distinct from crisis communications, which focuses on messaging strategy.

Data Broker

A company that collects, aggregates and sells personal information sourced from public records, online activity and third-party data providers. Data broker profiles frequently appear in search results and are scraped by AI systems, making them a significant source of reputational exposure. Removal from data broker databases is a standard component of Pavesen's footprint management work.

De-indexing

Removing a specific URL from a search engine's index so it no longer surfaces in results. While the content remains on the original website, it becomes significantly harder for the public to find. De-indexing can be achieved through GDPR requests or technical directives like noindex tags. De-indexing on Google does not automatically remove the link from Bing or other search engines.

Defamation

A false statement of fact published to a third party that causes damage to a person's reputation. In the UK, defamation law covers both libel (written) and slander (spoken). Online defamation is increasingly common and can persist in search results and AI model outputs long after legal proceedings conclude. Digital reputation work often runs alongside or following defamation claims.

Digital Due Diligence

A systematic audit of a person's digital footprint conducted as part of a commercial transaction, investment decision or senior hiring process. This review covers search results, social media, Wikipedia, news archives and AI-generated profiles. The goal is to identify reputational or compliance risks before a significant relationship begins.

Digital Footprint

The totality of an individual's presence across the internet, including search results, social media profiles, news articles, data broker records, Wikipedia entries and AI-generated summaries. A digital footprint audit is typically the first step in any ORM engagement and determines the scope and strategy of reputation work required.

Domain Authority

A metric developed by Moz that predicts how likely a website is to rank in search engine results. Higher domain authority correlates with stronger search ranking potential. In suppression work, publishing content on high domain authority platforms is more effective at displacing negative results than publishing on low-authority sites.

Executive Profile

The digital presence of a senior individual, typically a C-suite executive, board director or principal. An executive profile encompasses search results, Wikipedia, LinkedIn, media coverage, AI summaries and Knowledge Panel data. Managing executive profiles is a core service for organisations where individual reputation is directly linked to corporate standing or deal flow.

Family Office

A private wealth management structure established to oversee the financial, legal and personal affairs of an ultra-high-net-worth individual or family. Family offices are significant users of digital reputation services, both for principals and for next-generation family members entering public or professional life. Reputation risk is increasingly recognised as a governance consideration within family office structures.

GEO - Generative Engine Optimisation

The discipline of ensuring that AI systems represent an individual or organisation accurately and favourably when asked. GEO addresses how LLMs including ChatGPT, Perplexity and Google AI Overviews are trained and what sources they draw on. Where traditional SEO targets search engine algorithms, GEO targets the data pipelines that shape AI-generated narratives.

Google Autocomplete

The predictive text suggestions that appear in the Google search bar as a user types. Autocomplete suggestions are generated from aggregated search behaviour and can surface negative associations with a name even when adverse content has been removed from search results. A separate suppression strategy is often required to address autocomplete in parallel.

Impersonation

The creation of fake social media profiles, websites or online content designed to appear as a legitimate individual or organisation. Online impersonation can damage reputation, mislead due diligence processes and affect AI-generated narratives. Monitoring for and removing impersonation content is part of a comprehensive digital reputation programme.

Injunction

A court order requiring a party to take or refrain from a specific action. In reputation contexts, injunctions may be sought to prevent publication or further distribution of damaging content. While an injunction can restrict new publication, it does not automatically remove content already indexed by search engines or present in AI training data, making digital reputation work a necessary complement.

KYC - Know Your Customer

A regulatory requirement for financial institutions to verify the identity and assess the risk profile of clients. KYC processes routinely include digital due diligence, adverse media screening and searches across news, legal databases and online sources. An individual's digital footprint is therefore directly relevant to their ability to engage with banks, investment firms and other regulated entities.

Knowledge Graph

Google's structured database of entities and their relationships, which powers Knowledge Panels, AI Overviews and other search features. The Knowledge Graph pulls data from authoritative sources including Wikipedia, Wikidata and structured website data. Managing the information that feeds the Knowledge Graph is essential for controlling how an individual appears in Google's AI-driven search features.

Knowledge Panel

An information box displayed on the right side of Google search results, generated from Google's Knowledge Graph. Knowledge Panels appear for notable individuals, organisations and public figures and display key facts, images and links. Inaccurate or outdated Knowledge Panel data can shape perceptions and feeding correct information into the sources Google draws from is a component of reputation management.

LLM - Large Language Model

An artificial intelligence system trained on large volumes of text data and capable of generating human-like responses to queries. LLMs including ChatGPT, Claude and Gemini are increasingly used for research and due diligence. Unlike search engines, LLMs do not apply recency bias, meaning historic negative content can resurface in responses even if it no longer ranks prominently in Google.

Media Monitoring

The systematic tracking of mentions of an individual or organisation across news outlets, online publications and social media. Media monitoring is used to identify reputational threats as they emerge, track the spread of negative content and measure the effectiveness of reputation management activity. Real-time monitoring is a component of ongoing ORM retainers.

ORM - Online Reputation Management

The practice of monitoring, managing and influencing how individuals and organisations are represented across search engines, AI platforms, news sources and social media. ORM encompasses both proactive work to build positive digital presence and reactive work to address negative content.

Perplexity

An AI-powered search engine that generates direct answers to queries by drawing on live web content. Perplexity is increasingly used as a research tool in professional and institutional contexts. Like other AI systems, Perplexity's outputs about individuals are shaped by what it finds online, making search presence management directly relevant to what Perplexity reports.

Personal Brand

The deliberate curation and communication of an individual's professional identity, expertise and reputation across public channels. Personal brand and ORM overlap significantly - a strong personal brand built on authoritative content, consistent biography and media presence makes proactive suppression and narrative control easier to maintain.

Private Client

In reputation management, private client refers to individuals rather than corporate entities - typically high-net-worth and ultra-high-net-worth individuals, family principals, senior executives and public figures requiring discreet, personalised reputation services. Private client reputation work differs from corporate ORM in its focus on individual digital presence, privacy considerations and the relationship between personal and business reputation.

Proactive ORM

Reputation management activity undertaken before a problem arises, with the goal of building a strong, authoritative digital presence that is resilient to future adverse content. Proactive ORM includes content development, authority building, Wikipedia management and search architecture work. Contrasted with reactive ORM, which responds to existing reputational damage.

Reactive ORM

Reputation management activity undertaken in response to existing reputational damage, whether from negative press, legal events, social media incidents or historic adverse content. Reactive ORM typically involves suppression, removal, content displacement and narrative repair. Most effective when combined with proactive activity once the immediate issue is stabilised.

Reputation Audit

A comprehensive assessment of an individual's or organisation's digital presence across search engines, AI platforms, social media, news archives, Wikipedia and data broker databases. A reputation audit identifies threats, gaps and opportunities and forms the basis of any structured ORM strategy. Pavesen's audit process covers over 1,200 data points across five channels.

RAG - Retrieval-Augmented Generation

A method used by AI systems to generate responses by retrieving content from external sources at query time and incorporating that content into the output. RAG-based systems such as Perplexity and ChatGPT's web browsing mode are more likely to surface current adverse content than purely training-data-based systems. Understanding and managing the sources retrieved by RAG is a central challenge in AI narrative control.

Right to be Forgotten

The principle established by the Court of Justice of the European Union in 2014 and subsequently codified in GDPR, allowing individuals to request removal of search results linking to outdated or irrelevant personal information. Requests are submitted directly to search engines and assessed on a case-by-case basis. The right applies to search results but does not require deletion of the underlying content.

Right to Erasure

The right under GDPR for individuals to request deletion of their personal data from organisations that hold it. Often used interchangeably with Right to be Forgotten, the Right to Erasure is the broader statutory right. Successful erasure requests to data brokers and publishers can reduce the volume of adverse content available to search engines and AI systems.

SERM - Search Engine Reputation Management

The practice of systematically influencing what appears in search engine results for a specific name or organisation. SERM is the technical and strategic core of online reputation management, encompassing content suppression, authority building, platform management and search architecture. SERM strategy determines what the majority of searchers see when they look up an individual or organisation.

Sentiment Analysis

The automated assessment of whether online content about an individual or organisation is positive, negative or neutral. Sentiment analysis tools are used in media monitoring and reputation auditing to track shifts in how an individual is portrayed over time. At scale, sentiment data can identify emerging threats before they become established in search results or AI narratives.

Suppression

The displacement of negative search results by populating search engine page one with positive, accurate and authoritative content. Suppression does not delete the negative content but reduces its visibility by outranking it. Sustained suppression requires ongoing content publication across multiple platforms with sufficient domain authority to maintain top rankings. Maintaining compliance is one of the most effective ways to anchor a digital narrative. See: Google suppression services.

Thought Leadership

The publication of authoritative, expert content that positions an individual as a credible voice in their field. In ORM, thought leadership serves a dual purpose: it builds genuine authority and provides high-quality content that competes with and displaces negative or irrelevant material in search results. Effective thought leadership is published on high domain authority platforms and indexed by both search engines and AI training datasets.

UHNWI - Ultra High Net Worth Individual

An individual with investable assets exceeding $30 million. UHNWIs are a primary target audience for Pavesen's services given the complexity of their digital exposure and the high stakes attached to how they are represented across search engines, AI platforms and due diligence systems.

Wikipedia Notability

The standard applied by Wikipedia editors to determine whether a subject merits its own Wikipedia article. Notability is established primarily through coverage in independent, reliable, secondary sources. Meeting the notability threshold is a prerequisite for creating or maintaining a Wikipedia presence, which in turn influences Google Knowledge Panels and AI-generated biographical summaries. Maintaining compliance is one of the most effective ways to anchor a digital narrative and editing within Wikipedia's editorial policy is a distinct skill.

Your reputation is being managed
by others right now.

Speak to Pavesen about a confidential reputation audit.

Request a Private Consultation