{"id":5715,"date":"2026-09-17T12:44:48","date_gmt":"2026-09-17T10:44:48","guid":{"rendered":"https:\/\/adagri.com\/?p=5715"},"modified":"2026-09-17T15:48:04","modified_gmt":"2026-09-17T13:48:04","slug":"how-ai-in-agricultural-marketing-is-changing-the-way-farmers-make-decisions","status":"publish","type":"post","link":"https:\/\/adagri.com\/en\/blog\/jak-ai-w-marketingu-rolniczym-zmienia-sposob-podejmowania-decyzji-przez-rolnikow\/","title":{"rendered":"AI in agricultural marketing. How are farmers' decisions changing?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Today, a farmer is involved in a multi-source decision-making process. They are looking for a tractor, a plant protection product, a corn variety, or a fertilization solution. They verify parameters, confront opinions, compare technologies, and check whether the salesperson's recommendation matches their actual production needs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Until recently, a marketer could relatively easily identify the main brand touchpoints and the most important sources of information used by farmers. These were primarily Google, industry portals, forums, manufacturer websites, YouTube, and direct contacts with an advisor, dealer, or another farmer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These channels still serve their purpose. However, what is changing is <\/span><b>information retrieval and selection process architecture<\/b><span style=\"font-weight: 400;\">. Added to the existing ecosystem <\/span><a href=\"https:\/\/adagri.com\/en\/blog\/geo-coming-as-new-search-engine-revolution-changes-agribusiness-marketing\/\"><b>generative artificial intelligence<\/b><\/a><span style=\"font-weight: 400;\">. Thus, AI in agricultural marketing is becoming part of a broader shift in how audiences acquire, compare, and verify information before making a decision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Today, a farmer can send a query to an AI tool and, instead of a classic list of results, receive <\/span><b>a concise response, a comparison of solutions, a set of pros and cons, or a recommendation for the next step<\/b><span style=\"font-weight: 400;\">. At the same time, the algorithms of search engines and social media platforms are exerting an increasingly strong influence on which content is exposed, in what order, and in what context.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As a result <\/span><b>the farmer's customer journey is becoming less linear, more fragmented, and increasingly dependent on algorithmic information selection<\/b><span style=\"font-weight: 400;\">. The user is not only switching between consecutive channels. They are also increasingly using the AI layer, which aggregates, interprets, and organizes information from various sources.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For <a href=\"https:\/\/adagri.com\/en\/\">agricultural marketing<\/a> this means much more than just adding ChatGPT, Perplexity, or Gemini to the list of communication channels. It is changing <\/span><b>brand presence model in the information process<\/b><span style=\"font-weight: 400;\">: from classical visibility in a specific channel to presence in responses, recommendations, and contexts generated by AI systems.<\/span><\/p>\n<h2><b>From multiple information sources to the purchasing decision\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Classic model <\/span><b>marketing funnel<\/b><span style=\"font-weight: 400;\"> is a convenient simplification: we build awareness, generate interest, support the consideration stage, and then drive conversion.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The problem is that the actual <\/span><b>procurement process<\/b><span style=\"font-weight: 400;\"> rarely proceeds in such an orderly fashion. The farmer's decision-making path is multi-channel, non-linear, and dependent on the purchasing context.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A farmer may first watch a video on Facebook, then verify the opinion in a direct conversation with a neighbor, and next search for the product on Google. After a few days, they might talk to a sales representative, return to YouTube, analyze a discussion on a forum, and only later visit the manufacturer's website.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For larger investments, this kind of <\/span><b>customer journey<\/b><span style=\"font-weight: 400;\"> can span multiple touchpoints and stretch over weeks or months. Individual interactions do not form a single, predictable sequence. They can serve an informational, verification, or comparison function, or directly support the purchasing decision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Today, additionally enters between these contact points <\/span><b>AI layer<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The user can ask:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">which tractor will be suitable for a farm of a specified size,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">what is the difference between the two varieties,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">which herbicide will work well in specific conditions,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">what are the limitations of a given technology,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">what to look for when buying a telehandler,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how to compare offers from several manufacturers.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In such a model, the brand does not always communicate directly with a potential customer anymore. Between the brand and the recipient appears <\/span><b>AI interface<\/b><span style=\"font-weight: 400;\">, that searches, selects, organizes, interprets, and synthesizes information from multiple sources.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That's what changes the character <\/span><b>brand touchpoint<\/b><span style=\"font-weight: 400;\">. Visibility is no longer determined solely by the product's presence in a search engine, on the manufacturer's website, or in social media. What is also gaining importance is, <\/span><b>whether the brand and its offer will be included in the response generated by the AI system and in what context they will be presented to the recipient<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And that is precisely one of the most important changes.<\/span><\/p>\n<h2><b>A brand can be a source of answers even when the user does not visit its website<\/b><\/h2>\n<blockquote class=\"adgr-blockquote\"><p><img decoding=\"async\" src=\"https:\/\/adagri.com\/wp-content\/uploads\/2026\/09\/marcin-chrobot.webp\" alt=\"\"><i>\u201eGenerative AI is changing not only the way information is searched, but also the architecture of the decision-making process. The user no longer has to go from a query to a source to obtain and preliminarily organize information. The AI system aggregates data from multiple sources, selects them, and synthesizes them into an answer. For brands, this means the need to analyze visibility not only in search results, but also in the layer of answers generated by AI systems.\u201d <\/i><\/p><p><strong><i>\u2014 Marcin Chrobot, co-founder and president of Martin &amp; Jacob<\/i><\/strong><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">For years, one of the primary goals of SEO activities was to guide the user from the search engine to a brand's website. The search model was based on a simple scheme: the user entered a query, received a list of results, chose a specific link, and went to the source of information. <\/span><b>In a generative model, the response can be generated directly within the AI system<\/b><span style=\"font-weight: 400;\">, based on information from multiple sources.\u00a0<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">Table 1. Traditional and Generative Information Retrieval Models\u00a0<\/span><\/i><\/p>\n<table style=\"border-collapse: collapse; width: 100%; height: 144px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; text-align: center; height: 24px;\"><b>Process step<\/b><\/td>\n<td style=\"width: 33.4477%; text-align: center; height: 24px;\"><b>Traditional search model<\/b><\/td>\n<td style=\"width: 46.8268%; text-align: center; height: 24px;\"><b>Model using generative AI<\/b><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; height: 24px;\"><b>1. Beginning<\/b><\/td>\n<td style=\"width: 33.4477%; height: 24px;\"><span style=\"font-weight: 400;\">User question<\/span><\/td>\n<td style=\"width: 46.8268%; height: 24px;\"><span style=\"font-weight: 400;\">User question<\/span><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; height: 24px;\"><b>2. Interface\u00a0<\/b><\/td>\n<td style=\"width: 33.4477%; height: 24px;\"><span style=\"font-weight: 400;\">Search engine<\/span><\/td>\n<td style=\"width: 46.8268%; height: 24px;\"><span style=\"font-weight: 400;\">AI System<\/span><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; height: 24px;\"><b>3. Answer<\/b><\/td>\n<td style=\"width: 33.4477%; height: 24px;\"><span style=\"font-weight: 400;\">Search result<\/span><\/td>\n<td style=\"width: 46.8268%; height: 24px;\"><span style=\"font-weight: 400;\">Answer generated from multiple sources<\/span><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; height: 24px;\"><b>4. Next step<\/b><\/td>\n<td style=\"width: 33.4477%; height: 24px;\"><span style=\"font-weight: 400;\">Click<\/span><\/td>\n<td style=\"width: 46.8268%; height: 24px;\"><span style=\"font-weight: 400;\">Possible further verification<\/span><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 19.6398%; height: 24px;\"><b>5. Brand contact<\/b><\/td>\n<td style=\"width: 33.4477%; height: 24px;\"><span style=\"font-weight: 400;\">Brand website<\/span><\/td>\n<td style=\"width: 46.8268%; height: 24px;\"><span style=\"font-weight: 400;\">Not always necessary<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/adagri.com\/en\/blog\/geo-coming-as-new-search-engine-revolution-changes-agribusiness-marketing\/\">Generative AI<\/a> changes not only the way information is searched for, but also <\/span><b>brand presence model in the information process<\/b><span style=\"font-weight: 400;\">. The user can receive a response containing information about a product or company without previously visiting its website.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For the brand, this means the need for a broader perspective on visibility. Question <\/span><b>\u201eAre we high on Google?\u201d<\/b><span style=\"font-weight: 400;\"> It stops exhausting the topic of the brand's presence in the information search process.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Equally important is the question: <\/span><b>\u201eAre information about our brand and products available in sources from which AI systems can build answers?\u201d<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Another level of analysis also appears: <\/span><b>\u201eWhat kind of image of our brand will emerge when the system combines information from our website, industry portals, user reviews, dealer materials, forums, and other publicly available sources?\u201d<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This is of particular importance in the agricultural sector, where a purchasing decision often requires comparison <\/span><b>technical data, economic parameters, user experiences and practical applications of the solution<\/b><span style=\"font-weight: 400;\">. In such an environment, a brand can participate in the decision-making process even when the user does not go directly to its website.<\/span><\/p>\n<h2><b>The brand has less and less control over the context of the message.\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">A brand can design a campaign with great precision. It can define the target audience, prepare the creative, select communication channels, and determine the sales arguments.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, he does not control all of it <\/span><b>informational context<\/b><span style=\"font-weight: 400;\">, in which the recipient will come into contact with the product and will evaluate it.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A farmer might see a manufacturer's ad, and a moment later:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">read comments and user experiences,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">find an article comparing available solutions,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">watch the machine test,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ask the AI system for alternative solutions,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">analyze the forum discussion,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">contact the dealer,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">consult the solution with an advisor.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Each of these touchpoints can provide new information, change how a previous brand message is interpreted, or influence the future direction of the decision-making process.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That is why it is increasingly difficult to describe marketing as <\/span><b>sequence of planned and controlled advertising exposures<\/b><span style=\"font-weight: 400;\">. The recipient operates in a much broader information environment, in which the brand's message is confronted with content from many independent sources.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It therefore becomes much more accurate to think of agricultural marketing as <\/span><b>information ecosystem<\/b><span style=\"font-weight: 400;\">, in which the brand is one of many participants, and its message is subject to continuous verification, interpretation, and contextualization.<\/span><\/p>\n<h2><b>The problem is not the lack of information, but the selection of it.<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Just over a decade ago, one of the fundamental challenges was <\/span><b>availability of information<\/b><span style=\"font-weight: 400;\">. Today, the problem increasingly looks the other way around. The recipient operates in an environment of an excess of content, sources, and messages, which is why the importance of mechanisms responsible for their [filtering\/selection] is growing. <\/span><b>selection, prioritization, and interpretation<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In practice, it is increasingly important that, <\/span><b>who or what determines which information the recipient will see, which of them will be omitted, and to which they will assign sufficient credibility to use them in the further decision-making process<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The function of such filters is already performed today by social media algorithms, search engines, and recommendation systems. <\/span><b>Generative AI adds another layer to this<\/b><span style=\"font-weight: 400;\">. The system can aggregate information from multiple distributed sources, select it according to the query context, and then present it to the user. <\/span><b>one synthetic answer<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This also changes the marketing perspective. The question <\/span><b>\u201eHow to reach a farmer?\u201d<\/b><span style=\"font-weight: 400;\"> no longer resolves the problem of effective communication.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Equally important is the question: <\/span><b>\u201eWhat will happen to our message when the farmer begins to compare it with information from other sources?\u201d<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This means moving from thinking exclusively about <\/span><b>distribution of the message<\/b><span style=\"font-weight: 400;\"> for the analysis of its further functioning in the information environment. The brand must consider not only the moment it reaches the recipient, but also how its message will be verified, compared with competitive information, and utilized at subsequent stages of the purchasing decision.<\/span><\/p>\n<h2><b>Reach matters, but it doesn't define effectiveness\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This does not mean that <\/span><b>traditional advertising is losing its function<\/b><span style=\"font-weight: 400;\">. Reach continues to support brand awareness building, new product launches, increasing offer recognition, and initiating interest among potential audiences.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The problem begins when <\/span><b>reach is becoming the primary metric of campaign effectiveness<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reaching 100,000 people still does not allow to determine:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many recipients actually matched the target customer profile,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many were at the stage where the message could have influenced their decision,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many showed interest in the product or solution,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many verified the message in other sources,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many included the offer in the comparison process,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">how many moved from interest to actual purchase consideration.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The importance in agricultural marketing <\/span><b>reach quality and audience matching<\/b><span style=\"font-weight: 400;\"> is particularly important. A 20-hectare farm and an 800-hectare farm can be classified in the same \u201efarmer\u201d category, but their <\/span><b>needs profile, investment potential, production structure, machinery park, decision-making process, and potential business value<\/b><span style=\"font-weight: 400;\"> can vary significantly.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Therefore, reach volume alone does not allow for assessing the actual <\/span><b>communication values of the campaign<\/b><span style=\"font-weight: 400;\">. We need an analysis of who the message reached, what stage of the decision-making process the recipient was at, and whether the contact with the brand translated into further actions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That is precisely why during <\/span><b><a href=\"https:\/\/adagri.com\/en\/blog\/plusagri-2026-agricultural-marketing-conference-why-communicating-with-farmers-requires-a-new-approach-today\/\">agricultural marketing conference<\/a> PLUSAGRI 2026<\/b><span style=\"font-weight: 400;\"> In November, the question will arise as to why a broad reach can be a misdefined goal for an agro campaign. The conference program focuses precisely on <\/span><b>communication effectiveness, building trust, data utilization, and changes in the way farmers acquire, select, and verify information<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h2><b>What does this change mean for agricultural brands?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The change in the way information is searched and processed necessitates a broader perspective on <\/span><b>brand presence in the information environment<\/b><span style=\"font-weight: 400;\">. Merely being present in selected channels is not enough. The brand must also take into account the places and sources from which a potential customer acquires, compares, and verifies information.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">Table 2. How is the presence of the agro brand changing in the information environment?\u00a0<\/span><\/i><\/p>\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 11.8353%; text-align: center;\"><b>Area<\/b><\/td>\n<td style=\"width: 32.8473%; text-align: center;\"><b>The current approach<\/b><\/td>\n<td style=\"width: 55.1458%; text-align: center;\"><b>Change in the AI environment<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.8353%;\"><b>Brand presence<\/b><\/td>\n<td style=\"width: 32.8473%;\"><span style=\"font-weight: 400;\">Planning presence mainly based on media and advertising channels<\/span><\/td>\n<td style=\"width: 55.1458%;\"><span style=\"font-weight: 400;\">Monitoring of the entire brand, product, and category information environment<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.8353%;\"><b>Information consistency<\/b><\/td>\n<td style=\"width: 32.8473%;\"><span style=\"font-weight: 400;\">Communication control of own channels<\/span><\/td>\n<td style=\"width: 55.1458%;\"><span style=\"font-weight: 400;\">Monitoring discrepancies between internal and external information and providing up-to-date, reliable data on the offering.<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.8353%;\"><b>Content<\/b><\/td>\n<td style=\"width: 32.8473%;\"><span style=\"font-weight: 400;\">Material supporting search engine visibility and traffic generation<\/span><\/td>\n<td style=\"width: 55.1458%;\"><span style=\"font-weight: 400;\">A body of knowledge that can be utilized by users and AI systems<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote class=\"adgr-blockquote\"><p><img decoding=\"async\" src=\"https:\/\/adagri.com\/wp-content\/uploads\/2026\/05\/skowronski-jacek.min_.jpg\" alt=\"\"><i>\u201eIn the generative AI environment, a brand must be present not only in channels that directly direct the user to its website. The quality and consistency of information available throughout the digital environment are also gaining importance. An AI system can use multiple sources, so the communication strategy should also take into account how brand information functions outside of its own channels.\u201d <\/i><\/p><p><strong><i>\u2014 Jacek Skowro\u0144ski, Management Board Member, Chief Technology Officer<\/i><\/strong><\/p><\/blockquote>\n<h3><b>A broader overview of the brand&#x27;s presence<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The first conclusion is simple: <\/span><b>A media plan can no longer be the brand's only roadmap for presence<\/b><span style=\"font-weight: 400;\">. The company should know not only where it is buying advertising space, but also where potential customers might look for information about its products and solutions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This means the necessity of parallel management <\/span><b>advertising, SEO, expert content, PR, industry portals, social media, dealer materials, customer reviews, online communities, and sources used by AI systems<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><b>Consistency of Information as an Element of Credibility<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The second change concerns <\/span><b>consistency of the information message<\/b><span style=\"font-weight: 400;\">. If the manufacturer presents a product in one way, the dealer communicates different information, an industry article highlights other features, and users describe the product yet another way, the recipient receives an inconsistent image of the offer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In the context of generative AI, this problem may become even more apparent. The system may combine information from various sources and use it to construct a response. Therefore, ensuring the consistency of data regarding the product, its application, specifications, and limitations becomes a key aspect of management <\/span><b>brand credibility<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><b>Content as a Knowledge Resource<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The third change concerns <\/span><b>content quality and functionality<\/b><span style=\"font-weight: 400;\">. Content published by a brand is no longer just a tool for generating traffic from Google. It becomes a resource of knowledge about the brand, the product, technology, and the problems that a potential customer faces.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That is why agricultural brands should create materials that address <\/span><b>actual questions arising in the decision-making process<\/b><span style=\"font-weight: 400;\">:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How does the product work?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Who is it for?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Under what conditions is its application justified?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What operating costs does it incur?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What solutions can it be compared to?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What are its limitations?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What does its implementation look like?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The more <\/span><b>specific, up-to-date, and verifiable information<\/b><span style=\"font-weight: 400;\"> The more a brand shares content through its own channels and external sources, the greater its ability to engage with the audience\u2019s information-gathering process\u2014even when the audience does not visit its website directly.<\/span><\/p>\n<h2><b>Marketing must also begin to monitor the verification stage<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">So far we have devoted a lot of attention to, <\/span><b>How customers find the brand<\/b><span style=\"font-weight: 400;\">. However, one question is becoming increasingly important: <\/span><b>where does he go later to verify information and assess whether he can trust the brand?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This can be:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">agricultural portal,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook group,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">conversation with a dealer,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">another farmer,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">question asked to the AI system.<\/span><\/li>\n<\/ul>\n<p><b>This does not mean that artificial intelligence will automatically replace existing sources of information<\/b><span style=\"font-weight: 400;\">. Today, we have no basis to assume such a scenario with regard to Polish farmers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That is why we need <\/span><b>data showing how the information search and verification process actually takes place<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><b>Does the Polish farmer actually use AI in decision-making?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This is one of the questions it is supposed to answer <\/span><b>PLUSAGRI COMDEX 2026 \u2013 Martin&amp;Jacob research project<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The study is not limited to measuring artificial intelligence awareness among farmers. It analyzes, among other things,. <\/span><b>sources of information, use of AI tools, methods of response verification, level of trust, and the place of new technologies in the decision-making process<\/b><span style=\"font-weight: 400;\">. The project combines CAWI and FGI research with an analysis of the behavior of the agricultural community.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This distinction matters because different levels of contact with AI can be pointed out:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">knowing what ChatGPT is, for example,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">use it for simple questions,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">use AI responses when choosing a product, technology, or solution for the farm.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Only an analysis of actual behavior will make it possible to determine, <\/span><b>what role does AI currently play in the information and decision-making process of the Polish farmer, and is it becoming an important brand touchpoint<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><b>From the question \u201ewhere to advertise?\u201d to the question \u201ehow is a decision made?\u201d<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This is one of the most important changes in the way we think about <\/span><b>agricultural marketing<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For years, the fundamental question was: <\/span><b>How to reach a farmer?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Today, we need to take it a step further and analyze the whole <\/span><b>the process of gathering and verifying information<\/b><span style=\"font-weight: 400;\">:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How do farmers access information?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How does it compare the available solutions?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which sources does he trust?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Where does it verify the information it receives?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which information actually influences his decision?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI does not eliminate existing communication channels. <\/span><b>I am adding another layer to the already assembled information process<\/b><span style=\"font-weight: 400;\">, in which the farmer uses multiple sources and repeatedly verifies information before making a decision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That is why agricultural marketing today doesn\u2019t just need a greater number of messages. It needs <\/span><b>a better understanding of the process by which information is selected, verified, and ultimately influences the purchasing decision<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A large part will be devoted precisely to this issue <\/span><b>PLUSAGRI 2026 \u2013 Agricultural Marketing Communication Forum<\/b><span style=\"font-weight: 400;\">, which will take place on November 18 in Warsaw under the slogan <\/span><b>\u201eFarmer in the AI Era\u201d<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><b>November 18, 2026.<\/b><b><br \/>\n<\/b><b>Warsaw Presidential Hotel, Warsaw<\/b><b><br \/>\n<\/b><b>PLUSAGRI \u2013 Agricultural Marketing Communication Forum<\/b><b><br \/>\n<\/b><b>\u201eFarmer in the AI Era\u201d<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Participation in the conference is free of charge and possible only on the basis of a personal invitation.<\/span><\/p>\n<p><b>Discover the PLUSAGRI 2026 program and register your interest in receiving an invitation \u2192 <\/b><a href=\"http:\/\/plusagri.pl\"><b>plusagri.pl<\/b><\/a><b>\u00a0<\/b><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Rolnik znajduje si\u0119 dzi\u015b w wielo\u017ar\u00f3d\u0142owym procesie decyzyjnym. Poszukuje ci\u0105gnika, \u015brodka ochrony ro\u015blin, odmiany kukurydzy czy rozwi\u0105zania nawozowego. Weryfikuje parametry, konfrontuje opinie, por\u00f3wnuje technologie i sprawdza, czy rekomendacja handlowca odpowiada jego realnym potrzebom produkcyjnym. Jeszcze niedawno marketer m\u00f3g\u0142 stosunkowo \u0142atwo wskaza\u0107 g\u0142\u00f3wne punkty styku z mark\u0105 i najwa\u017cniejsze \u017ar\u00f3d\u0142a informacji wykorzystywane przez rolnik\u00f3w. By\u0142y to [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":5726,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38,9],"tags":[268,292,115,83,302,301,267,74,299,306,271,280,242,258,283,266,304,161,297,261,272,187,236,203,51,263,66,300,289,290,264,277,276,281,303,256,265,244,284,269,294,293,305,282,296,298,262,295,285,286,287,270,288,273,257,278,291,274,241,275,279],"class_list":["post-5715","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-informacje-rolnicze","category-porady-marketingowe","tag-ai-search","tag-ai-search-w-marketingu","tag-ai-w-marketingu","tag-ai-w-rolnictwie","tag-algorytmy-rekomendacji","tag-algorytmy-wyszukiwania","tag-chatgpt","tag-content-marketing-w-rolnictwie","tag-cyfryzacja-marketingu-rolniczego","tag-dane-o-zachowaniach-rolnikow","tag-dane-w-marketingu","tag-decyzje-inwestycyjne","tag-decyzje-zakupowe","tag-decyzje-zakupowe-rolnikow","tag-ekosystem-informacji","tag-generatywna-ai","tag-google-ads-w-rolnictwie","tag-komunikacja-marketingowa","tag-komunikacja-marki","tag-konferencja-plusagri-plusagri-2026","tag-konferencje-dla-rolnictwa","tag-marketing-agro","tag-marketing-b2b-agro","tag-marketing-dla-rolnictwa","tag-marketing-rolniczy","tag-marketing-w-branzy-agro","tag-media-spolecznosciowe-w-rolnictwie","tag-nowe-technologie-w-marketingu","tag-obecnosc-marki-w-ai","tag-odpowiedzi-generowane-przez-ai","tag-proces-decyzyjny-rolnika","tag-proces-informacyjny","tag-proces-zakupowy","tag-punkty-kontaktu-z-marka","tag-reklama-cyfrowa-w-rolnictwie","tag-rekomendacje-ai","tag-sciezka-decyzyjna-rolnika","tag-sciezka-zakupowa","tag-selekcja-informacji","tag-seo","tag-seo-dla-branzy-agro","tag-seo-w-erze-ai","tag-social-media-marketing-agro","tag-srodowisko-informacyjne","tag-strategia-content-marketingowa","tag-strategia-komunikacji","tag-sztuczna-inteligencja-w-rolnictwie","tag-tresci-eksperckie","tag-weryfikacja-informacji","tag-wiarygodnosc-informacji","tag-wiarygodnosc-marki","tag-widocznosc-marki","tag-widocznosc-w-ai","tag-wydarzenia-rolnicze","tag-wyszukiwanie-informacji","tag-wyszukiwanie-informacji-przez-rolnikow","tag-wyszukiwarki-ai","tag-zachowania-konsumenckie-w-rolnictwie","tag-zachowania-rolnikow","tag-zachowania-zakupowe-rolnikow","tag-zrodla-informacji-rolnikow"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.8 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI w marketingu rolniczym. 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