{"id":88062,"date":"2025-08-01T17:09:39","date_gmt":"2025-08-01T17:09:39","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2025\/08\/01\/understanding-ai-agents-their-potential-real-world-examples-for-marketers\/"},"modified":"2025-08-01T17:10:46","modified_gmt":"2025-08-01T17:10:46","slug":"understanding-ai-agents-their-potential-real-world-examples-for-marketers","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2025\/08\/01\/understanding-ai-agents-their-potential-real-world-examples-for-marketers\/","title":{"rendered":"Understanding AI Agents &amp; Their Potential: Real-World Examples for Marketers"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"hs_cos_wrapper_post_body\">\n<p><span style=\"color: #4a4a4a;\"><strong>In case you missed it:<\/strong> This bonus episode of <em>The ChangeOver<\/em><\/span> <a href=\"https:\/\/www.weidert.com\/blog\/ai-agents-for-marketing-sales\" rel=\"noopener\" target=\"_blank\"><span>revisits a memorable conversation with Sam Mallikarjunan <\/span><\/a>from Agent.ai,\u00a0 the place we mentioned how AI brokers are reworking how companies function particularly in gross sales and advertising.<\/p>\n<p>Once we first began speaking about AI brokers on <em>The ChangeOver<\/em> podcast, it felt like one thing on the horizon \u2014 shut sufficient to discover, however not fairly concrete. That\u2019s modified.<\/p>\n<p>Since we talked, the Weidert staff\u2019s been constructing and experimenting with agentic instruments to automate and help in knowledge gathering, evaluation, reporting, and extra. From assembly summarization to automating first-draft content material creation to real-time insights from analytics dashboards, these instruments are now not a novelty. They\u2019ve rapidly turn into a part of how we work.<\/p>\n<p>This mini-episode with Sam is the dialog that lit the fuse for me. If you happen to\u2019ve been interested by what AI brokers are and why they matter \u2014 particularly for entrepreneurs \u2014 this one\u2019s price your time.<\/p>\n<p style=\"text-align: center;\"><span style=\"font-style: italic;\">Take a look at episode 26 of The ChangeOver, then subscribe on <\/span><a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/the-changeover-by-weidert\/id1766364095\" style=\"font-style: italic;\" rel=\"noopener\" target=\"_blank\">Apple<\/a><span style=\"font-style: italic;\">, <\/span><a href=\"https:\/\/www.youtube.com\/playlist?list=PLxh1r5S9jWnx_bvcl2rA97SCmL1tAtmbM\" style=\"font-style: italic;\" rel=\"noopener\" target=\"_blank\">YouTube<\/a><span style=\"font-style: italic;\">, <\/span><a href=\"https:\/\/open.spotify.com\/show\/3QB7W2s5aRLbpz6HNTTXDs\" style=\"font-style: italic;\" rel=\"noopener\" target=\"_blank\">Spotify<\/a><span style=\"font-style: italic;\">, <\/span><a href=\"https:\/\/www.weidert.com\/changeoverpodcast\" style=\"font-style: italic;\" rel=\"noopener\" target=\"_blank\">Weidert.com<\/a><span style=\"font-style: italic;\">, or your favourite podcast app.<\/span><\/p>\n<h2 style=\"font-weight: normal;\"><span style=\"font-size: 56px;\"><span style=\"color: #000000;\">What Is an AI Agent?<\/span><\/span><\/h2>\n<p>Earlier than diving into experiments, I wanted readability on the idea.<\/p>\n<p>Sam put it merely:<\/p>\n<blockquote>\n<p><strong>An AI agent&#8230; can take actions in your behalf. So it has company within the literal sense.<\/strong><\/p>\n<p>\u2014 Sam Mallikarjunan, <a href=\"http:\/\/agent.ai\/\" rel=\"noopener\" target=\"_blank\"><span>Agent.ai<\/span><\/a><\/p>\n<\/blockquote>\n<p>So it\u2019s not only a instrument that tells you what to do. I\u2019s not only a instrument that does what you inform it. It\u2019s a system that takes autonomous motion in your behalf, based mostly on the targets and context you present.<\/p>\n<p style=\"text-align: center;\"><span style=\"font-style: italic;\">RE<span style=\"background-color: transparent;\">LA<\/span><span style=\"background-color: transparent;\">TED: <\/span><\/span><a href=\"https:\/\/www.weidert.com\/blog\/what-is-an-ai-agent-marketing-sales\" rel=\"noopener\" target=\"_blank\" style=\"background-color: transparent; font-style: italic;\">What is an AI Agent? Get our free study guide.<\/a><\/p>\n<h2>Brokers Speaking to Brokers: The Subsequent Layer<\/h2>\n<p>Sam additionally shared one thing that actually reframed the long run for me:<\/p>\n<blockquote>\n<p style=\"font-weight: bold;\">Your agent goes to get all the data from my agent&#8230; and enable you to make that call higher.<\/p>\n<\/blockquote>\n<p style=\"font-size: 18px;\"><span style=\"color: #4a4a4a;\">Think about two <em>brokers<\/em> negotiating the most effective answer \u2014 one working to your purchaser, the opposite to your gross sales staff. That\u2019s not sci-fi. That\u2019s coming sooner than most of us are prepared for.<\/span><\/p>\n<p><span style=\"color: #4a4a4a;\">We\u2019re exploring what this would possibly appear to be inside Weidert Group, particularly for early-stage shopper discovery and content material personalization. And whereas we\u2019re not handing over the keys, the AI co-pilot position is rising.<\/span><\/p>\n<h2><span style=\"color: #4a4a4a;\"><span style=\"color: #000000;\">What We\u2019re Studying by Constructing Our Personal<\/span><br \/><\/span><\/h2>\n<p><span style=\"color: #4a4a4a;\">Once I requested Sam what recommendation he offers entrepreneurs and salespeople, he flipped the query again to creativity:<\/span><\/p>\n<blockquote>\n<p><strong>The largest obstacle is the clean web page drawback.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: #4a4a4a;\">That struck a chord.<\/span><\/p>\n<p><span style=\"color: #4a4a4a;\">So as a substitute of attempting to instantly resolve a business-wide problem, we began smaller, constructing instruments to assist scrape, collect, and analyze knowledge. Group members have constructed agentic GPTs that repurpose content material into a number of codecs. And we\u2019ve developed an inner course of to make it simpler for staff members to get the skilled assist they should plan and construct new options.<\/span><\/p>\n<p><span style=\"font-size: 18px; color: #4a4a4a;\">What\u2019s working for us proper now could be beginning with <em>ache factors<\/em>, not platforms. We didn\u2019t begin by asking, \u201cWhat instrument ought to we use?\u201d We began by asking, \u201cHow a lot of my day may I get again?\u201d<\/span><\/p>\n<h2>No Have to Velocity Up the Spam Machine<\/h2>\n<p><span style=\"color: #4a4a4a;\">I appreciated Sam\u2019s candid warning:<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #4a4a4a;\"><strong>\u201cDon\u2019t take the lazy approach \u2014 how do I spam extra effectively at scale? That\u2019s a cause to bomb.\u201d<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #4a4a4a;\">We\u2019ve all seen what occurs when automation will get disconnected from technique. So we\u2019ve set a number of inner floor guidelines; each agent we experiment with should meet a number of of those targets:<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><span style=\"color: #4a4a4a;\">Enhance human creativity and problem-solving<\/span><\/li>\n<li aria-level=\"1\"><span style=\"color: #4a4a4a;\">Improve shopper and and worker expertise<\/span><\/li>\n<li aria-level=\"1\"><span style=\"color: #4a4a4a;\">Release time for deep and high-value work<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #4a4a4a;\">If it doesn\u2019t meet a kind of, we don\u2019t pursue it.<\/span><\/p>\n<h2 style=\"font-weight: normal;\"><span style=\"color: #4a4a4a; font-size: 56px;\"><span style=\"color: #000000;\">Recommendation to Entrepreneurs<\/span><\/span><\/h2>\n<p><span style=\"color: #4a4a4a;\">You don\u2019t should be a developer to begin. What\u2019s wanted is curiosity, humility, somewhat endurance, and a tolerance for imperfection. Don\u2019t count on to begin off constructing issues completely. Or utilizing them completely. And sure, your first few experiments would possibly break. However that\u2019s the worth of studying one thing new.<\/span><\/p>\n<p><span style=\"color: #4a4a4a;\"><strong>\u201cTake a step in between there,\u201d <\/strong>is what Sam instructed me. That\u2019s what we\u2019re doing.<\/span><\/p>\n<p style=\"font-size: 18px;\"><span style=\"color: #4a4a4a; font-size: 18px;\">In order for you inspiration, try websites like<a href=\"https:\/\/theresanaiforthat.com\/\" style=\"color: #4a4a4a;\" rel=\"noopener\" target=\"_blank\"> <span style=\"text-decoration: underline; color: #a86a40;\">There\u2019s An AI For That<\/span><\/a> or<a href=\"https:\/\/www.agent.ai\/\" style=\"color: #4a4a4a;\" rel=\"noopener\" target=\"_blank\"> <span style=\"text-decoration: underline; color: #a86a40;\">Agent.ai<\/span><\/a>. See what others are constructing. Then ask your self: <em>What jobs do I do this really feel like time sinks?<\/em><\/span><\/p>\n<p style=\"font-size: 18px;\"><span style=\"color: #4a4a4a;\"><em>That\u2019s the place your first agent ought to dwell.<\/em><\/span><\/p>\n<h2 style=\"font-size: 56px; font-weight: normal;\"><span style=\"color: #4a4a4a;\"><span style=\"color: #000000;\">FULL TRANSCRIPT<\/span><\/span><\/h2>\n<p><strong>GREG: <\/strong>Hello. I\u2019m Greg Linnemanstons, president of Weidert Group. On this episode of The ChangeOver podcast, we&#8217;re studying how AI brokers are serving to companies of all sorts overcome labor challenges, enhance effectivity and high quality, and extra. Becoming a member of me is Sam Mallikarjunan.<\/p>\n<p>Take us again to when brokers first began to seem, after they began to point out up as components of merchandise that every one of us are utilizing on a regular basis. When would you say brokers first begin displaying up?<\/p>\n<p><strong>SAM<\/strong>: So to take a good barely larger step again, an AI agent versus simply, like, the form of AI and normal machine studying that we\u2019re used to, the principle differentiator is that it could possibly take actions in your behalf. So it has company within the literal sense, not the philosophical sense. Identical to you&#8217;d have a purchaser\u2019s agent for those who have been, you realize, shopping for a home or for those who have been shopping for inventory or one thing like that, it could possibly take actions in your behalf.<\/p>\n<p>And, traditionally, AI wasn\u2019t good at understanding why and when it ought to do issues, which is why you needed to have a human within the loop. So it will inform us, like, right here\u2019s the analytics. Right here\u2019s a bunch of knowledge that we\u2019ve crunched about your organization and your prospects, no matter. Now go do one thing.<\/p>\n<p>And over the previous a number of years, what it is gotten actually good at is figuring out what it in all probability needs to be doing, as a result of it is vacuumed up the complete web. There are different methods to do it, however the best way OpenAI did it was they vacuumed up the complete Web and each piece of content material humanity has ever created. Yeah. So it could possibly say, like, right here\u2019s an electronic mail, and it could possibly write the e-mail.<\/p>\n<p>It could actually even ship the e-mail for those who form of belief it that a lot. So it\u2019s gone from, you realize, us form of letting AI simply resolve, you realize, what advertisements to point out individuals. It\u2019s very low draw back. You\u2019re unlikely to tank your small business since you confirmed the mistaken advert as soon as in individual.<\/p>\n<p>So now there are very impactful selections that it\u2019s beginning to make. It\u2019s speaking along with your prospects immediately. It\u2019s speaking along with your workers immediately. In order that\u2019s been form of the historical past from simply analytics and machine studying via to our form of first exploration as entrepreneurs with AI brokers, Fb advertisements, now to, you realize, who\u2019s actual on the Web anymore.<\/p>\n<p>Proper? Like, I get so many messages on LinkedIn. I\u2019m positive half of them aren\u2019t truly actual individuals.<\/p>\n<p><strong>GREG<\/strong>: Yeah. Yeah. I&#8217;ve truly I used to be following a dialogue on any person\u2019s LinkedIn put up, and it was questioning how are we gonna defend ourselves from the entire ping-ponging that\u2019s gonna be occurring between brokers and recognizing, how do you ferret out the human there?<\/p>\n<p><strong>SAM<\/strong>: Yeah. I imply, I feel that will probably be a very attention-grabbing factor is, you&#8217;ll have your individual agent.<\/p>\n<p>And that really <em>is<\/em> the AI in aAgent.ai. Proper? Like, we&#8217;ve a market, and its job is to know you rather well and your job and your title, your organization, your opponents, your preferences. After which based mostly on what you\u2019re attempting to do, it would resolve what brokers it&#8217;s best to use.<\/p>\n<p>It\u2019ll feed them the suitable knowledge. And so it would, it\u2019s gonna be brokers speaking to brokers, and so they have completely different incentives. Proper? So I may need an agent whose job is to promote you one thing.<\/p>\n<p>You may need an agent whose job is to make good buy selections, similar to you&#8217;d underneath a traditional, you realize, me-talking-to-you form of state of affairs.<\/p>\n<p>However your agent goes to get all the data from my agent and from everyone else\u2019s agent. It\u2019s gonna synthesize that, enable you to make that call higher. So I don\u2019t suppose it\u2019s a problem if brokers find yourself taking loads of the emails and PowerPoint shows and, you realize, recorded gross sales demos and every thing else like that, and taking loads of that work off of our plate and simply doing that with one another till they will determine, you realize, what choice ought to it advocate and what ought to what ought to it resolve.\u00a0<\/p>\n<p>So there&#8217;s undoubtedly gonna be some ping-ponging, however I feel that is a characteristic, not a bug, as a result of that implies that we don\u2019t must.<\/p>\n<p>And the belief is, that ping-ponging is including worth, and it\u2019s transferring us or defending us from the low worth and saving our time for the very best human worth.<\/p>\n<p>I spend much more of my time doing attention-grabbing issues like podcast interviews and rather a lot much less of my time in conferences and, you realize, and standing reviews and that form of stuff, as a result of I&#8217;ve brokers that simply, like, attend the conferences for me and summarize the issues that I truly would have cared about. So I did not want to sit down in a one-hour assembly to get the seven minutes of content material that I might have discovered attention-grabbing. And, you realize, studying Spanish, getting higher at chess, and doing podcast interviews, like, do no matter you need with the extra free time that you&#8217;ve got.<\/p>\n<p><strong>GREG<\/strong>: So what recommendation are you giving to advertising and salespeople on constructing brokers? As a result of it appears like there\u2019s no obstacle. There\u2019s no boundaries. Your personal creativity?<\/p>\n<p><strong>SAM<\/strong>: Yeah. The largest obstacle is the clean web page drawback, proper? Everyone that I speak to, they\u2019re like, what can I do with AI brokers? It\u2019s such a tough query to reply as a result of the reply is rather a lot.<\/p>\n<p>You recognize, it may be easy. Summarize my day, draft an electronic mail, analyze the info for me, etcetera. It may be fairly soft-skills oriented. So I&#8217;ve a good friend who has some communication challenges and struggles, and he makes use of AI to rewrite his textual content messages to his household and buddies to simply try to talk higher.<\/p>\n<p>I feel the largest piece of recommendation I am going to give is don\u2019t take the lazy approach, which is how do I spam extra effectively at scale? Proper? And that\u2019s what most of what we see at this time is. Proper?<\/p>\n<p>Like, LinkedIn is simply nonsense. E-mail advertising is insane. search engine marketing is insane.<\/p>\n<p>And it\u2019s as a result of everyone\u2019s attempting to, as a substitute of taking this know-how and saying, \u2018How do I spend extra time partaking in human interactions with my prospects or giving my individuals extra time to to suppose deeply and creatively?\u2019 They\u2019re as a substitute simply saying, like, how can we write two thousand weblog articles a month? And that\u2019s only a cause to bomb. So the primary primary piece of recommendation I\u2019d give is determine your individual clean canvas factor.<\/p>\n<p>So there are websites like <a href=\"http:\/\/theresanaiforthat.com\/\" rel=\"noopener\" target=\"_blank\"><span>theresanaiforthat.com<\/span><\/a>, <a href=\"http:\/\/agent.ai\/\" rel=\"noopener\" target=\"_blank\"><span>Agent.ai<\/span><\/a> has a bunch of examples, and many others., the place you&#8217;ll be able to simply go see what different individuals are doing, after which construct one which\u2019s only for your self personally. One in every of our first builders, earlier than we opened it up, they constructed a Dungeons and Dragons AI, which is outwardly fairly an advanced factor. There\u2019s these books you should learn, and there\u2019s every kind of stuff that I don\u2019t learn about. But it surely was apparently fairly time-consuming.<\/p>\n<p>And as soon as he was in a position to construct one for that objective, he then understood AI brokers higher and will begin constructing ones which can be extra attention-grabbing for, you realize, gross sales prospecting and buyer analysis and product design and all these sorts of issues.<\/p>\n<p>So get impressed. Go on the market and, like, take a look at issues that different individuals are constructing. Suppose deeply about your day, and what are the belongings you do this suck, proper? Like, I hate being in conferences.<\/p>\n<p>After which simply begin with one thing that, you realize, the stakes are low, proper? Like, if that AI agent hadn\u2019t labored out for him, he would have been in a position to be okay with it. I feel proper now, we\u2019re all apprehensive that it\u2019s not gonna be good. We\u2019re not gonna construct it good. We\u2019re not gonna use it completely, after which it\u2019s gonna do one thing that\u2019s gonna get us in some hassle.<\/p>\n<p>And so, like, take a step in between there.<\/p>\n<h2>\n<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-178290165113\" style=\"max-width:100%; max-height:100%; width:1001px;height:301px\" data-hubspot-wrapper-cta-id=\"178290165113\">\n  <a href=\"https:\/\/www.weidert.com\/hs\/cta\/wi\/redirect?encryptedPayload=AVxigLIcwlkBoGMm%2B438mPs4xVnyZVzOSJ7TS9PGNjv7oiyVRiXS3cDe3JkLavv3smWyRkegaqWPb7fsQGmImUJTYPNEcKhT7oD7tEKk%2BkFAp2JzqaOx2%2FgN4%2FsRR7Eim0UWFlthkm8sJTo%2BEvE5DEx9sGef3jZDs9LgSwTy%2BfGwqoJKeM1jaqOX%2BaigY6Ae&amp;webInteractiveContentId=178290165113&amp;portalId=65360\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\"><br \/>\n    <img decoding=\"async\" alt=\"Podcast_Social_Blog-Footer-CTA\" loading=\"lazy\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/65360\/interactive-178290165113.png\" style=\"height: 100%; width: 100%; object-fit: fill\" onerror=\"this.style.display='none'\"\/><br \/>\n  <\/a>\n<\/div>\n<\/h2>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.weidert.com\/blog\/agentic-ai-examples\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In case you missed it: This bonus episode of The ChangeOver revisits a memorable conversation with Sam Mallikarjunan from Agent.ai,\u00a0 the place we mentioned how&#8230;<\/p>\n","protected":false},"author":1,"featured_media":88063,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-88062","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Understanding AI Agents &amp; Their Potential: Real-World Examples for Marketers - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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