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Answer Engine Optimization (AEO) is the process of optimizing content so that it appears as a direct answer: in featured snippets, in “Related Questions,” and in Google AI Overviews. While SEO focuses on improving your page’s ranking, AEO focuses on ensuring that your content itself is the answer.
Google AI Overviews are AI-generated summaries that Google displays directly in the search results for certain search queries. They answer questions by compiling information and may include links to supporting websites. This allows users to get answers without necessarily having to open a website. A mention or link in AI Overviews cannot be guaranteed.
AIO stands for Artificial Intelligence Optimization: the optimization of content and brands for AI systems. The term describes the same approach as GEO and LLMO (Large Language Model Optimization), just under a different name. GEO is the term that is gaining traction.
Attribution refers to companies’ efforts to determine which advertising contributed to an inquiry or a purchase. For example, someone might see an Instagram ad, later search for the company on Google, and make a purchase there. Depending on how success is measured, the purchase may be attributed to Google, even though Instagram may also have played a role.
An Author Vector is the algorithmically quantifiable profile of a real person: built from their publications, their verifiable expertise, and their reputation across various sources. Search engines and AI systems use such profiles to assess how trustworthy a piece of content is. The term was coined by bobdo.
The Citation Score is a metric that indicates how frequently and prominently a source is cited in AI responses. It counts citations of your pages as sources, not mere mentions of your brand. As a benchmark, it shows whether measures to improve AI visibility are effective.
Community management involves a company managing its comments and messages on social media. This includes answering questions, responding to criticism, and moderating spam or offensive comments. The company can handle these tasks itself or outsource them to an agency. At bobdo, community management is included in our services upon the client’s request.
Consent Mode v2 is a Google feature that adapts tracking based on website visitors' cookie consent. Depending on whether a user consents or declines, the supported Google services behave differently. For example, certain tracking features may be restricted if consent is not given. Consent Mode v2 does not request consent itself and does not replace a cookie banner or any legally required consent.
A content cluster is a group of thematically related content on a website that answers various questions about an overarching topic. This can include technical articles, glossary terms, FAQs, and key overview pages. For example, a company could build a content cluster on the topic of AI visibility. While one article explains the basics, other pieces address specific questions about GEO, structured data, or measuring AI visibility. The individual pages are linked together in a logical manner. This makes it easier for visitors to find additional information and allows search engines to better recognize thematic connections. Content clusters are a key component of a knowledge hub. They help companies systematically address the actual search queries of their target audience, rather than simply publishing isolated articles.
A content management system, or CMS for short, is software that allows you to manage a website’s text, images, and pages through a user interface. Companies use a CMS so that their team can update content on their own without having to write code for every change. However, new features or changes to the design and technical aspects usually still require specialized knowledge. An e-commerce platform, on the other hand, is specifically designed for selling products.
A conversion is a predefined action that visitors are expected to take on a website. This can be a contact request, a purchase, an appointment booking, a job application, or a newsletter subscription. The company determines which actions count as conversions based on its goals. A conversion is therefore not automatically a sale. The percentage of visitors who complete a conversion is called the conversion rate.
Conversion tracking is the process of measuring key actions on a website, such as a contact request or a purchase. It allows you to determine which marketing channels and advertising campaigns are driving these results. However, a tracked request does not necessarily mean that the person will become a customer. Therefore, conversion tracking alone does not show how successful your marketing actually is.
The conversion rate is the percentage of visitors or interactions that result in a desired action, such as submitting an inquiry. If 1,000 people visit a page and 20 of them submit an inquiry, the conversion rate is 2 percent. The metric used depends on the report: Google Ads uses ad interactions, while GA4 uses sessions or users.
Creative Intelligence describes the integration of creative ideas with data, technology, and analytical insights. In marketing, for example, this means not only designing advertising content but also evaluating its impact based on campaign data and refining it accordingly. bobdo uses the term as part of its positioning as a “Creative Intelligence Agency.” It is not a uniformly defined agency category.
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. In its guidelines for quality raters, Google uses these four criteria to describe how to identify reliable content. The key factors are who is saying something and where that person got their information.
The engagement rate shows how strongly people respond to a social media post. This includes, for example, likes, comments, and posts that are shared or saved. These responses are measured relative to reach, the number of views, or the number of followers. A high engagement rate means that many people are interacting with the content. However, it does not automatically mean that this will result in new customers.
Entities are uniquely identifiable things or concepts, such as companies, people, places, products, or organizations. Search engines and AI systems can link information about such entities and thereby better understand relationships between them. For example, this makes it possible to distinguish whether a name refers to a company, a person, or a place. Unique company information helps prevent confusion.
Generative Engine Optimization (GEO) is the process of optimizing content and brands so that generative AI systems such as ChatGPT, Perplexity, or Google AI mention them in their responses and cite them as sources. While SEO focuses on rankings in search results, GEO aims to secure a spot within the response itself.
Google Ads is Google's advertising platform, which allows businesses to run paid ads on Google Search and other advertising spaces. For search ads, factors such as search terms, bids, and ad quality determine when an ad appears. Costs are often charged per click. Unlike organic search results, visibility here is funded through an advertising budget.
Google AI Mode is an AI-powered search mode from Google. You can ask complex questions and follow up with additional questions right away, similar to a conversation with ChatGPT. Google searches for relevant information, generates a response based on it, and can display links to related websites. The difference from Google AI Overviews: While AI Overviews can appear directly in the regular search results, AI Mode is a separate search mode designed for more detailed questions and conversations.
Google AI Overviews are AI-generated responses that Google displays directly in the search results for certain search queries. Instead of just seeing a list of websites, you get a summary with information from various sources. Google may also display links to relevant websites. For businesses, this means their content can appear as a source in an AI response, even if users don’t click directly on the website. Google decides for itself whether and when to display such a response.
Google Analytics 4, or GA4 for short, is a free analytics tool from Google for websites and apps. For example, it shows how many people visit a website, where they come from, and which pages they view. It also allows you to track whether visitors perform key actions, such as submitting a contact form or making a purchase. This helps companies better understand how their website is being used.
Grounding refers to the process of linking an AI response to specific information from external sources or provided data. Instead of relying solely on the knowledge stored in the model, an AI system can, for example, draw on current websites or documents. This is intended to make responses more transparent and factually reliable. However, grounding does not automatically prevent errors or fabricated statements.
Indexing means that a search engine like Google adds a web page to its search index. For this to happen, the page must first be discoverable and processable. Whether it is actually indexed is determined by the search engine. Technically accessible pages may be excluded, for example, due to duplicate content or the “noindex” directive. The “noindex” directive is a tag in the page’s code that tells search engines: Do not include this page. Furthermore, an indexed page is not automatically ranked highly. Its position in the search results is determined by its ranking.
Influencer marketing involves companies collaborating with people who have their own communities on social media. These influencers, for example, showcase products or share their experiences with them. This allows companies to reach new audiences. It’s important that the influencer and their target audience are a good fit for the brand. Paid advertising must be clearly labeled as such.
Keyword research examines the terms and questions people use when searching for information, products, or services on search engines. It’s not just about finding frequently searched words, but also about understanding the intent behind a search. The results help you plan website content and select appropriate keywords for Google Ads campaigns.
AI crawlers are automated programs that visit websites and capture their content for AI-related applications. Depending on the operator, the data can be used, for example, to train AI models or to search for up-to-date information. Website operators can control access by certain crawlers through the robots.txt file, among other methods. However, this does not guarantee that an AI system will actually use or cite the content.
AI marketing refers to the use of artificial intelligence in marketing and the targeted adaptation of marketing measures to AI-powered systems. For example, AI can assist with data analysis, content creation, or the optimization of advertising campaigns. This also includes making company information more accessible to AI-based search and response systems. AI marketing is thus an umbrella term for various applications.
AI visibility refers to whether and how a company, brand, or website appears in the responses provided by AI systems such as ChatGPT, Perplexity, or Google AI Overviews. It makes a difference whether a brand is merely mentioned, explicitly recommended, or has its website cited as a source. Unlike traditional search results, there is no fixed ranking. Which companies appear can vary depending on the question and the time.
An AI citation occurs when an AI system cites a website or other source as evidence for information in its response. This can be done, for example, through a clickable source link. A citation is not the same as a brand mention: ChatGPT can name a company without citing its website as a source. Furthermore, citing a source does not automatically mean that the AI system is recommending the company.
A requirements specification describes the requirements and objectives of a project from the client’s perspective. It answers the question of what is to be achieved or implemented. For a website, for example, it may specify which target audiences it is intended to reach, what features it should offer, and what content it should include. The requirements specification does not address how these requirements will be met from a technical standpoint. That question is clarified in the technical specification, which builds upon it.
Lead scoring is a process by which companies evaluate their leads based on how promising they are as potential customers. For example, a lead from someone who is specifically looking to make a purchase is often more valuable than a non-binding request for information. Specific criteria are established for this purpose. This allows marketing and sales teams to better identify which prospects they should prioritize.
llms.txt is a simple text file in your website's root directory that briefly tells AI systems who you are and which of your pages are most important. It is a de facto standard, not an official protocol: an invitation to AI crawlers to read your best content first.
A marketing strategy outlines how a company intends to reach its target audiences and support its business objectives through marketing. Among other things, it defines the company’s positioning, key messages, appropriate channels, and budget allocation. Specific actions—such as advertising campaigns, website content, or social media activities—are derived from this strategy. A strategy sets the direction, while individual actions represent its practical implementation.
With `max-snippet`, you can specify the maximum length of the text snippet from your website that appears in Google search results. For example, `max-snippet:160` limits the preview to 160 characters. Setting `max-snippet:0` prevents text snippets from appearing altogether. This setting can also affect how Google uses your content in AI Overviews and in AI Mode.
The mention-citation gap is the gap between a brand being mentioned in AI responses and being cited as a source. A brand may be well-known in the training data yet remain uncited as a source: familiarity does not equate to citability. The term was coined by bobdo.
With "noindex," you tell search engines like Google that a specific page should not appear in search results. The page remains accessible via its direct link. However, Google will not include it in its search index or will remove it from the index as soon as the directive is detected. Important: For Google to recognize "noindex," it must be able to access the page. A page with "noindex" cannot appear as an indexed source in Google AI Overviews.
With nosnippet, you specify that Google is not allowed to display a text snippet from your website in search results. Your page can still be found on Google, but without the usual text preview below the search result. This setting also restricts how Google may use your content in AI Overviews and in AI Mode directly for AI responses.
The OAI-SearchBot is a program developed by OpenAI that crawls websites for ChatGPT searches and retrieves information. You can use your robots.txt file to specify whether this crawler is allowed to visit your website. The OAI-SearchBot is not the same as GPTBot, which OpenAI uses to train its AI models. If you allow the OAI-SearchBot, your content may be included in ChatGPT search results. However, this does not guarantee that your content will be mentioned or recommended.
Offline conversions are results that occur in the sales process only after a visit to the website, such as a qualified inquiry or a signed contract. To ensure they can be attributed to an online ad, an identifier is stored when the ad is clicked and linked to the contact in the CRM. The result is later reported back to the advertising platform, such as Google Ads.
Organic reach shows how many different people see a post on social media without any paid advertising. For example, a post might appear in a user’s feed or be shared by other users. How many people see it depends, among other things, on the content and the specific platform.
Page load speed describes how quickly a website becomes visible and usable after it is loaded. It depends, among other things, on the size of images, scripts, and fonts, as well as on the server’s response time. Slow pages frustrate visitors and increase the risk that they will leave the site. Tools like Google PageSpeed Insights assign a score. This score evaluates performance based on defined metrics and does not correspond to the actual load time in seconds. In its ranking, Google takes into account the Core Web Vitals: three metrics for load time, responsiveness, and layout stability during loading.
Performance marketing refers to digital marketing in which the results of advertising efforts are evaluated and optimized based on measurable metrics. These include, for example, clicks, contact requests, bookings, or sales. Campaigns can be continuously adjusted through platforms such as Google Ads or Meta Ads. What matters is not just how many people an ad reaches, but whether it achieves the desired result.
A statement of work describes how the requirements outlined in the requirements specification are to be implemented. It is typically prepared by the contractor and specifies, for example, functions, systems used, interfaces, and processes. This transforms the client’s objectives into a verifiable implementation plan. The level of detail in these two documents—and whether they are prepared separately—depends on the size and nature of the project.
A pillar page is a central overview page that covers a broad topic in a clear and structured way. It explains the most important fundamentals and uses internal links to direct readers to additional content that explains individual aspects in greater detail. For example, a pillar page on the topic of AI visibility could explain how search behavior is changing, what role SEO and GEO play, and how companies can improve their discoverability. In-depth technical articles then answer more specific questions. Within a content cluster, the pillar page often serves as the central entry point. It helps visitors navigate the site and assists search engines in understanding the content relationships between the pages. A pillar page is not a technical requirement for good rankings. What matters most are the quality of the content, a clear structure, and meaningful internal linking.
Post-production encompasses all the steps that take place after filming is complete. This includes video editing, color and sound editing, and the addition of music, text, or animations. The individual shots are thus combined into a finished video that can be used on a website, on social media, or in advertising campaigns.
Pre-production is the preparatory phase of a video production. Before the camera starts rolling, the objectives, content, filming locations, schedule, and personnel required are determined. Depending on the project, scripts or storyboards may also be created. Thorough preparation ensures that everyone involved knows what needs to be done during filming and helps avoid unnecessary delays.
Retargeting means that people see ads again from a company with which they have already had contact. For example, someone who visits an online store and views a product may later see a relevant ad for that product. This is how the company reminds potential customers of its offerings. To do this, certain technical and data protection requirements must be met.
The robots.txt file is a file on your website. In it, you specify which areas search engines and AI crawlers are allowed to visit. For example, you can allow Google access while excluding certain AI crawlers. Important: The robots.txt file does not protect confidential content and does not automatically remove pages from search results.
An SEO audit is a systematic review of a website to identify problems and opportunities for improvement in search engine optimization. It examines, for example, technical errors, indexing, page structure, and content quality. An SEO audit reveals why certain pages are difficult to find and what measures would be effective. It thus serves as the foundation for targeted SEO optimization, but does not yet involve the implementation of those improvements.
Server-side tracking means that a website’s tracking data is first sent to the website’s own server, rather than directly from the browser to services like Google Analytics or Google Ads. The server processes the data and forwards it. This can make tracking more reliable because browser restrictions have less of an impact. However, it does not guarantee complete data.
Shopify is a hosted e-commerce platform that allows businesses to run online stores. “Hosted” means that the provider supplies the servers, security updates, and central technical infrastructure in exchange for a recurring fee. Stores are set up and maintained through a user interface, and additional features are added via apps. Unlike WooCommerce, Shopify is not an extension of a CMS, but rather a standalone system focused on sales.
Social ads are paid advertisements on platforms such as Instagram, Facebook, LinkedIn, or TikTok. Companies pay to have their ads shown to specific audiences. This allows them to reach people who don’t yet follow them. Social ads can, for example, help increase brand awareness, attract new customers, or sell products.
Social listening refers to companies monitoring what people say on social media about their brand, their products, or specific topics. This involves analyzing public comments and posts, for example. In this way, companies can identify the questions, requests, or issues that concern their target audience. Unlike community management, social listening focuses primarily on listening and analyzing.
Social recruiting refers to companies using social media to find new employees. To do this, they use tools such as job postings, videos showing everyday work life, or paid ads on Instagram, Facebook, and LinkedIn. This allows them to reach people who aren’t actively looking for a new job right now but are open to an interesting opportunity.
Structured data helps search engines better categorize a website's content. Using the Schema.org standard, for example, you can specify your company’s name, its location, the services it offers, or who wrote an article. This information is embedded in your website’s code and is not normally visible to visitors. Structured data can help search engines understand content correctly. However, it does not guarantee better Google rankings or recommendations from ChatGPT.
Search intent describes the goal a person is pursuing with their search query. For example, they may want to learn something, compare different offers, or book a service directly. Someone searching for “How much does SEO cost?” expects different information than someone who types in “SEO agency Vorarlberg.” Content that aligns with the search intent answers the actual question rather than simply repeating the search term that was entered.
Search engine optimization (SEO) encompasses all measures designed to make a website more visible in search engines’ organic search results. This includes technical improvements, relevant content, and a clear site structure. The goal is for people to find your website when they’re searching for relevant information, products, or services. Good rankings aren’t an end in themselves—what matters most is whether you’re reaching the right visitors.
Thought leadership means that someone wants to be recognized as an expert on a specific topic based on their knowledge and experience. To achieve this, business leaders or specialists share their experiences, opinions, and helpful tips on platforms like LinkedIn. In this way, they demonstrate their expertise in their field and can build trust with potential customers.
Topical Authority describes how comprehensively and credibly a website covers a specific subject area. Instead of publishing just a single article, a company answers many interconnected questions on a given topic. This creates a body of knowledge that addresses both the fundamentals and the specific challenges of the target audience. A knowledge hub can help systematically build out such topics. Expert articles, glossary terms, and FAQs complement one another and are linked together in a meaningful way. This makes it easier for visitors to navigate the site and helps search engines recognize thematic connections. This is relevant for search engine optimization because individual pages do not need to be viewed in isolation. High-quality, cohesive content can support a website’s subject-matter classification and improve its chances of being found for various relevant search queries. However, “Topical Authority” is not an officially recognized Google ranking factor. A large number of articles alone does not establish authority. What matters most are subject-matter quality, relevance, verifiable expertise, and a logical structure.
URL mapping is the process of assigning existing page URLs to corresponding new URLs, usually in preparation for a website relaunch. In a list, for each old URL, it is specified which new page offers the same content or the most relevant content. The mapping serves as the planning basis on which the redirects are subsequently set up. Old pages without a corresponding counterpart are identified during this process and can be handled accordingly.
User Experience, or UX for short, describes how people experience using a website or app. This includes whether the content is understandable, whether visitors can quickly find their way around, and whether menus, forms, and buttons are easy to use. UX thus goes beyond visual design: A website can look appealing and still be difficult to use. Good UX results from careful planning of structure, content, and workflows.
User-generated content, or UGC for short, refers to content created by users or customers rather than directly by the company. This can include, for example, photos, product reviews, or videos sharing personal experiences. In marketing, creators are also paid to produce such content for brands. This paid content should be distinguished from voluntary customer contributions.
UTM parameters are small additions to a link. They help you identify where your website visitors are coming from. An example is utm_source=chatgpt.com. This allows you to identify visits from ChatGPT that are tagged accordingly in Google Analytics. This lets you see if someone arrived at your website via such a link. However, it doesn’t allow you to measure how often ChatGPT mentions or recommends your company overall.
A video schema helps Google and other search engines understand which video is embedded on a website and what it is about. To do this, information such as the title, description, and thumbnail image is stored in a way that search engines can read it. This can improve how the video appears in search results, but it does not guarantee a higher ranking.
Video SEO involves optimizing videos so they can be found more easily via Google and other search engines. This includes using appropriate titles, clear descriptions, and a website where search engines can easily recognize the video. Subtitles, transcripts, and video schemas can also help. Good optimization increases the chances of visibility, but does not guarantee a top ranking.
A video transcript is a written rendering of the spoken content of a video. It makes information accessible even without sound and helps viewers quickly look up specific statements. When the transcript is provided as text on a website, search engines can more easily index the spoken content and categorize it by topic.
VideoObject is a kind of profile for videos that search engines can read. It includes, for example, the title, a short description, the thumbnail, and the length of the video. VideoObject is the technical foundation that allows such information to be stored on a website as a video schema.
A website relaunch is a fundamental overhaul of an existing website. This may involve completely or partially rebuilding the design, page structure, content, and technical foundation—such as the content management system. Website optimization, on the other hand, improves specific areas while leaving the underlying structure intact. Whether a relaunch leads to better search rankings or more inquiries depends on the planning and execution, not on the relaunch itself.
A knowledge hub is a structured section of a company’s website that answers specific questions from potential customers. Instead of merely showcasing its own services, a company publishes helpful information there on topics, problems, and technical terms that its target audience is actually searching for. This includes, for example, technical articles, glossary entries, and FAQs. The content builds on one another thematically and is logically linked. This allows visitors to find answers, understand the bigger picture, and at the same time gain insight into the company’s technical expertise. However, good content alone is not enough to ensure that a knowledge hub can be found via Google and AI-powered search systems. The pages must be technically accessible, well-structured, and readable by search engines. Clear headings, internal links, and appropriate structured data can help ensure content is properly categorized. A well-structured knowledge platform thus combines three elements: the actual questions of the target audience, well-researched answers from the company, and a technical foundation that supports discoverability. This improves the conditions for visibility in search engines and AI-powered response systems, but does not guarantee rankings or AI citations.
WooCommerce is an e-commerce plugin for WordPress that allows you to add an online store to a WordPress website. It is not a standalone CMS and requires a WordPress installation. Typical features include product management, a shopping cart, and order processing, as well as integration with payment and shipping methods. The online store and the rest of the website’s content are managed within the same system. Hosting and updates are the responsibility of the website operator.
WordPress is the most widely used content management system, which allows users to create websites and manage content via a user interface. According to W3Techs, WordPress powers about 40 percent of all websites (as of October 2026). The software is open source—meaning it’s freely available—and is used for corporate websites, blogs, landing pages, and, with extensions, online stores as well. Plugins (extensions) and themes (design templates) customize functionality and appearance. How fast and secure a WordPress website is depends on its implementation, hosting, and regular updates.
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