Kandace Blevin

Tag: Advertising Intent

  • Advertising Inside AI: What Conversational Advertising Could Mean for the Military Market

    Advertising Inside AI: What Conversational Advertising Could Mean for the Military Market

    Executive Summary

    For most of digital advertising’s history, advertising has appeared alongside the experience. Search ads sit above results. Display ads occupy space around content. Social ads appear between posts. Even highly sophisticated programmatic campaigns still depend on finding the right audience and placing a message somewhere that person is likely to encounter it.

    Conversational AI introduces a different possibility. As people increasingly use AI systems to research, compare options, solve problems, and make decisions, advertising may eventually become part of the conversation itself.

    That creates an interesting question for businesses trying to reach the U.S. military community. If someone asks an AI assistant about universities near their duty station, healthcare providers that accept their insurance, hotels near an installation, or services available after an overseas move, where might advertising fit without compromising the usefulness of the answer?

    The technology and advertising models are still developing, and the eventual form of conversational advertising is far from settled. But the shift is worth understanding now because it could change something fundamental about digital advertising: the distance between a customer’s intent and an advertiser’s opportunity to respond.

    Advertising Has Always Followed Attention

    Advertising tends to follow people wherever they spend their attention.

    Newspapers created classified and display advertising. Radio and television turned audiences into commercial opportunities. Search engines connected advertising to expressed intent, while social platforms built enormous advertising businesses around interests, behaviors, and increasingly sophisticated audience signals.

    Programmatic advertising extended that evolution by allowing advertisers to reach specific audiences across thousands of websites and applications rather than purchasing individual placements one at a time. The underlying principle remained familiar, however. A person was consuming something, and advertising appeared somewhere within or around that experience.

    Conversational AI changes the shape of the experience.

    Instead of navigating through a series of websites, someone can begin with a question and continue refining it. The conversation can move from broad research to increasingly specific needs without requiring the user to start a new search each time. Context accumulates as the conversation develops, allowing the system to understand not only the words being used but also what the person appears to be trying to accomplish.

    That creates an advertising environment we have not really had before.

    From Keywords to Context

    Search advertising became extraordinarily powerful because it allowed advertisers to respond to intent. Someone searching for “hotels near Ramstein” was providing a much stronger commercial signal than someone simply reading a travel article about Germany.

    But even a highly specific search query reveals only part of the story.

    A conversation can reveal considerably more context. Someone might explain that they are relocating to Germany with two children, need temporary lodging, will not have a vehicle immediately, and want to stay somewhere convenient while looking

    for permanent housing.

    Another person asking about the same area may be traveling alone for three days and primarily care about proximity to meetings.

    Both might eventually search for a hotel. Their needs, however, are very different.

    This is where conversational advertising becomes particularly interesting. The opportunity is not simply to match an advertisement to a keyword. It is potentially to understand the broader context surrounding a need and determine whether a relevant commercial option belongs within that moment.

    For advertisers, that could represent a significant evolution from targeting audiences toward responding to situations.

    Why This Matters in the Military Market

    The U.S. military community creates an unusual marketing environment because so many commercial needs are connected to transitions.

    People relocate. Families arrive in unfamiliar communities. Service members separate or retire. Students explore degree programs while stationed overseas. Families search for doctors, dentists, childcare, vehicles, insurance, housing, travel, financial services, and countless other resources while navigating circumstances that may be new to them.

    Much of that process already begins online.

    Increasingly, some of it will begin with AI.

    A military family arriving in Europe may eventually ask an AI assistant a series of questions that once would have required multiple searches, Facebook groups, websites, and conversations.

    The initial question might be about registering a vehicle, but the conversation could naturally expand into insurance, local services, banking, schools, healthcare, or places to stay.

    That does not mean every question should become an advertising opportunity. Quite the opposite. If conversational advertising becomes intrusive or causes people to distrust the underlying answers, much of the value of the experience disappears.

    But there are moments when commercial information is genuinely useful. The challenge will be distinguishing those moments from conversations where advertising simply does not belong.

    Relevance Will Have a Higher Standard

    Traditional advertising can tolerate a certain amount of imprecision.

    A display advertisement can appear to someone who never needs the product. A social advertisement can interrupt a feed even when the user has shown only a vague interest in the category. Advertisers expect some waste because reaching a larger audience inevitably includes people who will never become customers.

    Advertising inside a conversation may face a much higher standard.

    If someone is having a detailed exchange with an AI system and an irrelevant commercial message suddenly appears, the interruption will be obvious. The advertisement will not merely be ignored. It may undermine confidence in the conversation itself.

    That means relevance could become more important than reach.

    A useful conversational advertisement would need to fit the person’s immediate context, be clearly distinguishable from the AI’s independent response, and provide something genuinely useful at that particular stage of the decision. A university offering programs available at the person’s installation could be relevant during a discussion about continuing education. A hotel near a destination could be useful during relocation planning. A healthcare provider accepting the appropriate insurance could matter when someone is actively looking for care.

    The value comes from the fit between the need and the message.

    Trust Becomes Part of the Advertising Model

    This creates another challenge that is particularly important in military communities.

    People using conversational AI are not simply browsing content. They are often asking for guidance. The more useful these systems become, the more important it will be for users to understand why a particular business or product is appearing.

    If paid placement becomes indistinguishable from an independent recommendation, trust can erode quickly. Conversational advertising will therefore need clear boundaries between what an AI system determines is relevant and what an advertiser has paid to present.

    For businesses, this makes credibility even more important. A company cannot assume that purchasing access to an AI advertising environment will compensate for a weak digital presence, inconsistent information, poor reviews, or unclear positioning. If anything, conversational discovery may expose those weaknesses more quickly because customers can ask follow-up questions immediately.

    Advertising may create the introduction, but the business still has to withstand scrutiny.

    That is particularly relevant in communities where recommendations and reputation already travel quickly. A military-connected customer who encounters a business through an AI conversation may still verify it through reviews, social networks, official information, or recommendations from other members of the community. Conversational advertising would become another point of discovery within that larger trust process, not a replacement for it.

    The Military Market Could Become More Accessible to Smaller Businesses

    There is another possibility worth considering.

    Military advertising has traditionally presented a challenge for smaller local businesses because the audience can be difficult to identify through conventional geographic assumptions. Military members and their families live alongside civilian populations, travel frequently, relocate regularly, and may need highly specialized services.

    Contextual conversation could eventually provide a different way into that market.

    A local pediatric practice, hotel, restaurant, auto dealer, university, or financial service provider may not need to reach every military-connected person in a region. It may need to become visible to the right person when a relevant need emerges.

    That distinction matters.

    Programmatic advertising already moves in this direction by allowing businesses to narrow geography and audience characteristics rather than relying entirely on mass reach. Conversational advertising could take the principle further by adding immediate context to the equation.

    The opportunity would become less about finding everyone who might need something and more about being present when a particular need becomes clear.

    We Are Still Early

    There is a temptation whenever a new advertising technology appears to speak as though the future has already arrived. It hasn’t.

    The business models surrounding conversational AI are still developing. Platforms will make different decisions about advertising, subscriptions, commerce, recommendations, privacy, disclosure, and the degree to which commercial content is allowed to influence conversations. Users will also determine what they are willing to accept.

    Some approaches will almost certainly fail because they interrupt the experience or compromise trust. Others may become useful precisely because they help people discover relevant options at the moment those options matter.

    For advertisers, the important work right now is not trying to predict the exact format of an AI advertisement. It is understanding the direction of the underlying behavior.

    People are becoming accustomed to expressing needs conversationally. They can provide context, ask follow-up questions, challenge recommendations, compare alternatives, and move from curiosity toward action within a single interaction.

    That changes what intent looks like.

    A Final Perspective

    For years, digital advertising has become progressively better at answering one question: Who should see this message?

    Conversational AI introduces another question: When would this message actually be useful?

    That distinction could become especially important in the U.S. military market, where customer needs are frequently shaped by relocation, transition, geography, family circumstances, and unfamiliar surroundings. Businesses do not necessarily need more opportunities to interrupt those consumers. They need better opportunities to be relevant when a genuine need exists.

    We do not yet know exactly what advertising inside AI will look like. What seems increasingly clear is that the conversation itself is becoming a new environment for discovery. If advertising develops within that environment, the businesses best positioned to benefit may not simply be those willing to spend the most. They may be the ones that understand their audience well enough to recognize when they can actually be useful.

    And that may ultimately be the most important shift of all: advertising becoming less about finding another place to appear and more about earning a place within the customer’s decision.

    Q&A: Conversational Advertising and the U.S. Military Market

    • What is conversational advertising?

    Conversational advertising is an emerging concept in which commercial messages, sponsored options, or advertising opportunities may appear within AI-driven conversations rather than only alongside traditional search results, websites, or social feeds. The specific models are still developing, so the term currently describes a direction in digital advertising rather than one standardized format.

    • How is conversational advertising different from search advertising?

    Search advertising generally responds to a query or keyword at a particular moment. A conversational system can potentially understand information accumulated across several exchanges, giving it more context about what the user is trying to accomplish. That could allow advertising to respond to a broader situation rather than an isolated search term.

    • Why could conversational advertising matter for businesses serving military communities?

    Military-connected consumers frequently make purchasing decisions during relocations, deployments, education transitions, separations, and moves into unfamiliar communities.

    Those circumstances often generate highly contextual questions about local products and services. Conversational interfaces could become another way businesses are discovered during those decision-making processes.

    • Will conversational AI replace programmatic or other forms of military advertising?

    There is little reason to assume so. Different channels serve different purposes. Print, digital display, programmatic advertising, search, social media, on-base visibility, and potentially conversational advertising can contribute at different stages of awareness and decision-making. The more useful question is how these channels work together rather than which one replaces another.

    • What should businesses do now?

    Businesses do not need to build an advertising strategy around a format that is still developing. They can, however, strengthen the foundations that will matter regardless of how conversational advertising evolves: clear information, a credible digital presence, consistent business details, strong reputation signals, useful content, and a clear understanding of the customers they are trying to serve.

    Much of that work begins with understanding what the digital world already says about your business.

    In What Does the Internet Tell the Military Community About Your Business?, I look at how to assess and strengthen the information that search engines, AI systems, and potential customers encounter online.

    Will AI Recommend Your Business to a Military Customer? takes the next step, examining the signals that help AI systems understand who you are, what you do, and whether your business is a credible option to surface.

    Schedule a Strategy Session

    If your business is trying to reach the U.S. military community and you would like to explore how AI, print, digital advertising, programmatic targeting, military-community media or promotional products could work together, please feel free to contact me through my Booking Calendar.

    I can help you evaluate the available options and determine which combination makes sense for your audience, location, objectives and budget.

    Kandace Blevin, Multimedia Consultant | Stars and Stripes

    Military Audience Strategy • Integrated Advertising • Digital Marketing

    Blevin.Kandace@Stripes.com | WhatsApp: +49 172-666-8134

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  • From Search to Conversation: How AI Is Changing Advertising Intent

    From Search to Conversation: How AI Is Changing Advertising Intent

    As consumers become more comfortable describing their needs to AI, the signals surrounding purchase intent are becoming richer. For businesses trying to reach the U.S. military community, that could change how we think about advertising.

    For more than two decades, search advertising has been built around a remarkably powerful signal: the words someone types into a search box. A person searching for “English-speaking dentist near Ramstein” is revealing considerably more than an interest in dentistry. The search suggests location, an immediate or emerging need and a preference that may be particularly important to someone living overseas. A search for “online MBA military tuition assistance” contains another collection of signals, just as “pet-friendly hotel near Aviano” tells us something about the circumstances surrounding that search.

    Keywords gave advertisers a way to reach people at moments when their needs became visible. They remain extraordinarily valuable for precisely that reason. What artificial intelligence is beginning to change is the amount of context consumers can provide when they express those needs.

    Instead of reducing a complicated situation to a handful of search terms, people can increasingly describe the entire problem. They can explain what they need, add relevant circumstances, refine their requirements, reject unsuitable suggestions and continue the conversation until they arrive at something useful. For businesses trying to reach the U.S. military community, that evolution deserves attention because military consumer decisions are often shaped by circumstances that a few keywords cannot fully describe.

    From Keywords to Context

    Consider someone preparing for a PCS to Germany. A traditional search journey might involve dozens of separate searches over several weeks: Ramstein hotels, shipping pets to Germany, German car insurance for Americans, English-speaking pediatricians in Kaiserslautern, international schools near Ramstein and used cars for military members in Germany.

    Every one of those searches reveals something about intent, and collectively they tell a fairly detailed story. Individually, however, each provides only a narrow window into the larger situation.

    Now imagine that same person beginning with a conversation: “My family is moving to Ramstein in November. We have two children and a dog. We will probably be in temporary lodging for a few weeks, need a second car once we arrive and want to understand which services around the area regularly work with American military families. What should we plan before we get there?”

    The underlying consumer has not changed, but the amount of context being expressed has. Location, timing, household composition, upcoming purchases, uncertainty and military relevance can all exist within the same conversation. Rather than interpreting a succession of individual searches, the system has been given a much fuller description of the situation the person is trying to navigate.

    For advertisers, that distinction matters because intent has always been one of the most valuable signals in marketing. Conversational interfaces create the possibility for that intent to become considerably richer.

    Military Life Produces Context-Rich Decisions

    This has particular relevance in the military marketplace because so many purchasing decisions occur within larger life events. PCS is perhaps the clearest example, but the same pattern appears throughout military life.

    A servicemember preparing to transition out of the military may simultaneously be considering employment, education, professional certifications, relocation, insurance and financial planning. A military spouse arriving overseas may be looking for healthcare, professional opportunities, childcare, transportation and ways to establish a new social network. A family planning European travel may have questions about destinations, hotels, transportation, driving requirements and activities appropriate for children.

    Traditional advertising often encounters pieces of these journeys separately. A university sees the education search. A hotel sees the lodging search. A financial institution sees the banking question. A healthcare provider sees the request for an English-speaking doctor.

    Conversational AI has the potential to encounter more of the larger situation at once because the consumer can explain the circumstances surrounding the need.

    There are important limitations here. Every conversation does not represent commercial intent, and advertisers do not simply gain access to people’s private AI conversations. Advertising platforms establish their own privacy, targeting and eligibility rules. The meaningful development is that the advertising environment itself is beginning to contain much richer expressions of what consumers are trying to accomplish.

    Advertising Is Beginning to Follow the Conversation

    This transition is already underway. OpenAI now describes advertising in ChatGPT as a way for businesses to reach people while they are exploring options, comparing choices and making decisions. Its advertising system can consider the context and intent of the current conversation when determining whether an advertisement is relevant, while the advertisement remains clearly labeled and separate from ChatGPT’s response. OpenAI also states that advertisers do not receive users’ conversations.

    Google is moving in a similar direction as search itself becomes more conversational. The company has been developing advertising experiences around AI-powered search that are intended to remain relevant as people ask longer, more complicated questions and continue exploring a subject through follow-up queries.

    For advertisers, this represents another stage in a progression that has been underway for years. Search advertising gave marketers powerful signals about what someone was actively looking for. Programmatic advertising expanded the picture by allowing campaigns to consider audiences, behaviors, locations, content, timing and other signals. Conversational environments potentially add another layer by providing greater context about the situation the consumer is trying to solve.

    That distinction could become particularly valuable in military markets.

    What This Could Mean for Military Advertisers

    Consider a university trying to reach servicemembers who are thinking about continuing their education. The useful signal may extend far beyond someone searching for “online degree.” A conversation could reveal that the person is stationed overseas, expects to separate from the military next year, wants to transfer existing credits, needs a program that can be completed online and is considering a career change after military service.

    A hotel near a military installation presents another example. The relevant context may extend well beyond “hotel near base.” A consumer might be preparing for a PCS, traveling with children and pets, expecting to remain in temporary lodging while waiting for housing and specifically looking for a property accustomed to serving military travelers.

    In both cases, the underlying need existed long before conversational AI. What changes is the consumer’s ability to express more of the circumstances surrounding that need in one place.

    For businesses, this makes relevance increasingly important.

    Companies need to communicate clearly who they serve, where they operate, what problems they solve and why their services are appropriate for particular situations.

    OpenAI’s current guidance for ChatGPT advertising emphasizes clear and specific messaging that communicates practical value, intended audience and the circumstances in which an offering may be useful.

    That principle should sound familiar because it is closely related to the digital visibility issues we have been exploring throughout this series.

    The Digital Foundation Still Matters

    In How the Military Community Discovers Businesses Today, I explored how military consumers move among search, recommendations, military media, reviews, websites, advertising and increasingly AI.

    In What Does the Internet Tell the Military Community About Your Business?, we looked more closely at the digital evidence consumers encounter once they discover a company.

    Most recently, The Trust Tax Is Higher in Military Communities examined the additional uncertainty businesses may need to overcome when customers arrive in unfamiliar markets without established local knowledge.

    Conversational AI adds another environment to that journey, but the underlying principles remain remarkably consistent.

    Businesses still need credible websites and accurate information.

    Reviews and recommendations continue to influence decisions. Familiarity remains valuable.

    Military media and trusted community environments continue to provide context and credibility.

    Search, print, programmatic advertising, sponsored content and real-world recommendations all continue to play different roles in how a military consumer discovers and evaluates a business.

    The customer journey is becoming broader because consumers now have another way to begin exploring a need.

    For military-market advertisers, that raises an increasingly interesting question: When a military consumer describes the situation your business was built to solve, will your business be positioned to become part of that journey?

    Increasingly, remaining visible may depend on the answer being yes.

    Q&A

    • Is conversational advertising replacing search advertising?

    Search remains an enormous advertising environment, and AI is increasingly being incorporated into search itself.

    Conversational advertising is better understood as an emerging addition to an already complex media landscape.

    Consumers will continue discovering businesses through many different channels, and the importance of those channels will vary according to the audience, need and situation.

    • Can advertisers read people’s AI conversations?

    Platform practices vary, so this should never be assumed. In ChatGPT specifically, OpenAI states that conversations are kept private from advertisers. Conversational context can be used by the advertising system to determine whether an ad may be relevant without providing the underlying conversation to the advertiser.

    • Does advertising in an AI platform make the AI recommend the advertiser?

    No. Paid advertising and organic AI responses need to be understood separately. OpenAI explicitly states that advertising does not influence ChatGPT’s answers and that advertisements are clearly labeled and presented separately from responses.

    • Why is this particularly relevant to the military market?

    Military life frequently creates interconnected consumer needs within compressed periods of time. PCS, transition, overseas assignments and travel can involve decisions about housing, transportation, education, healthcare, financial services, hospitality and numerous other categories.

    Conversational interfaces allow consumers to express more of that context at once, which makes this an especially interesting development for organizations trying to understand and serve military audiences.

    A Final Thought

    Digital advertising has spent years becoming progressively better at interpreting signals about consumer intent. Search gave advertisers an extraordinary window into what people were actively looking for, while programmatic advertising expanded the ability to consider audiences, behaviors, locations, timing and content. Conversational AI introduces the possibility of understanding more of the circumstances surrounding those signals because consumers can explain what they are trying to accomplish in considerably greater detail.

    That progression is particularly relevant to the military marketplace. A PCS is rarely a single search or purchase. Transition is rarely a single decision. Establishing a life overseas can involve dozens of interconnected needs unfolding over weeks or months, and businesses often encounter only one small part of that journey.

    As consumers become more comfortable describing these situations to AI, advertisers will have to think beyond the individual keyword and consider the broader context surrounding the decision. The businesses best prepared for that environment will be those that can clearly communicate where they fit, whom they serve and what circumstances make their products or services relevant.

    The next question is what happens when advertising itself enters that conversation.

    Schedule a Strategy Session

    If your business is trying to reach the U.S. military community and you would like to explore how AI, print, digital advertising, programmatic targeting, military-community media or promotional products could work together, please feel free to contact me through my Booking Calendar.

    I can help you evaluate the available options and determine which combination makes sense for your audience, location, objectives and budget.

    Kandace Blevin, Multimedia Consultant | Stars and Stripes

    Military Audience Strategy • Integrated Advertising • Digital Marketing

    Blevin.Kandace@Stripes.com | WhatsApp: +49 172-666-8134

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