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.

A

Adverse Media Screening

This is a formal due diligence process used by financial institutions, fund administrators, and regulated entities to identify negative news, regulatory findings, or reputational red flags. Screening is a mandatory requirement under FATF guidance and most AML/KYC (Anti-Money Laundering/Know Your Customer) frameworks. The results of these checks are critical, as they directly impact decisions regarding onboarding, account maintenance, and counterparty relationships.

AI Narrative Management

The process of monitoring and influencing how artificial intelligence systems represent an individual or organisation. This practice manages both the source content used to train AI models and the retrieval mechanisms (how the AI retrieves information in real time) to ensure responses are accurate and balanced. See also: GEO (Generative Engine Optimisation) and RAG (Retrieval-Augmented Generation).

Article 17 (GDPR)

Commonly known as the "Right to be Forgotten," this clause of the EU General Data Protection Regulation allows individuals to request the deletion of their personal data. This applies if the data is no longer necessary, consent has been withdrawn, or the processing is unlawful. In reputation management, Article 17 is the primary legal tool for requesting the de-indexing of specific URLs from search engine results.

C

Content Removal

The process of taking down content directly from the source, the platform, publisher, or website where it lives. Unlike de-indexing, which only hides a link from search results, removal is permanent and erases the data from the web entirely. Because the source itself is gone, there is no risk of the content reappearing if a search engine re-crawls the page.

Crisis Communications

The strategic management of your narrative during a reputational threat. In the digital age, this requires a rapid-response approach to assess emerging content and coordinate a consistent message across both digital and traditional channels. The first 24 hours are critical; the actions taken in this window usually dictate the long-term impact on a principal's reputation.

D

Data Broker

Companies that aggregate and sell personal information, such as address history, family ties, and financial indicators, pull it from public records and social media. These profiles are frequently indexed by search engines and cited by AI systems. Removing this data is often a vital step in protecting a client’s privacy and ensuring their digital footprint remains professional.

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. It is important to note that de-indexing on Google does not automatically remove the link from Bing or other regional search engines.

Digital Due Diligence

A systematic audit of a person's digital footprint is now a standard requirement in M&A, institutional investing, and senior hiring. This review covers everything from search results and social media to Wikipedia and AI-generated profiles. The goal is to identify any reputational or compliance risks before a significant transaction or professional relationship begins.

G

GEO - Generative Engine Optimisation

The discipline of managing how an individual or organisation is represented in AI-generated answers. While SEO focuses on ranking high in search results, GEO focuses on the accuracy and sentiment of what systems like ChatGPT, Perplexity, and Google Gemini say when asked about you. This involves a strategy of placing high-quality source content, managing Wikipedia, and using platform correction tools to shape the AI's understanding.

Google Autocomplete

The predictive feature that suggests search terms as you type into a search bar. These suggestions are generated algorithmically based on search frequency and location. Negative suggestions, such as a name followed by a lawsuit or fraud, can be formally challenged and removed through Google’s reporting process. However, because removal isn't always guaranteed, a suppression strategy is often required in parallel.

O

ORM - Online Reputation Management

The overarching practice of monitoring and improving your digital image across search engines, social media, news, Wikipedia, and AI. ORM includes both reactive measures (removing or pushing down negative content) and proactive building (creating authoritative content to strengthen your presence before a crisis occurs).

R

RAG - Retrieval-Augmented Generation

A process used by AI systems to fact-check their training data by performing a real-time web search before answering a query. When an AI uses RAG, its response is directly influenced by the current top search results on the web. This makes traditional search engine management a critical component of AI narrative control.

Right to be Forgotten

A legal right established under GDPR Article 17 that allows individuals to request the de-indexing of web pages containing their personal data. This right is not absolute; search engines must balance your request against the public's right to know and freedom of expression. Each application is assessed on its own merits, with the option to appeal to data protection authorities if a request is denied.

S

Suppression

A strategy used to displace negative content from prominent search positions by building a network of authoritative, positive content that outranks it. While suppression doesn't remove the damaging link from the web, it makes it significantly less visible by pushing it beyond the first page of results. This is a medium- to long-term approach, often used alongside removal efforts or when a direct takedown isn't immediately possible.

U

UHNWI - Ultra High Net Worth Individual

Typically defined as an individual with net assets of US$30 million or more. Because of their global business interests and high public profiles, UHNWIs are a primary focus for specialist reputation firms. They often face intense institutional due diligence and cross-border scrutiny where any reputational risk carries significant financial and professional weight. Currently, the global UHNWI population stands at approximately 510,000 individuals, representing around $60 trillion in total wealth.

W

Wikipedia Notability

The strict standard used by Wikipedia editors to decide if a person deserves their own article. For an individual, notability requires significant, independent coverage in reliable secondary sources, like national newspapers, books, or academic journals. Because Wikipedia entries are heavily prioritised by search engine algorithms and AI systems, achieving and maintaining compliance is one of the most powerful ways to anchor a digital narrative.

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