{"id":27042,"date":"2025-12-03T23:36:15","date_gmt":"2025-12-03T18:06:15","guid":{"rendered":"https:\/\/www.karooya.com\/blog\/?p=27042"},"modified":"2025-12-03T23:36:17","modified_gmt":"2025-12-03T18:06:17","slug":"ppcchat-sorting-through-ai-hype","status":"publish","type":"post","link":"https:\/\/www.karooya.com\/blog\/ppcchat-sorting-through-ai-hype\/","title":{"rendered":"PPCChat | Sorting Through AI Hype | 2nd December 2025"},"content":{"rendered":"\n<p class=\"lead\">AI has become an integral part of every PPC professional\u2019s workflow. It seems like there\u2019s news about AI almost every day, whether in search or within an ad platform. In this week\u2019s PPCChat session, host <a href=\"https:\/\/x.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">Julie F. Bacchini<\/a> discussed the most hyped aspects of AI in PPC, how AI is reshaping the way experts manage campaigns, and more.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>Google&#8217;s announcement regarding AI <a href=\"https:\/\/www.linkedin.com\/posts\/robbystein_today-we-launched-gemini-3-our-most-intelli[\u2026]m=member_desktop&amp;rcm=ACoAAAGuUzYBDlXKq_1mSdj59hd7-vhzlszLDng\">https:\/\/www.linkedin.com\/posts\/robbystein_today-we-launched-gemini-3-our-most-intelli[\u2026]m=member_desktop&amp;rcm=ACoAAAGuUzYBDlXKq_1mSdj59hd7-vhzlszLDng<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q1-what-do-you-think-is-the-most-hyped-aspect-of-ai-in-general-right-now-do-you-think-it-is-over-hyped\"><strong>Q1: What do you think is the most hyped aspect of AI in general right now? Do you think it is over hyped?<\/strong><\/h4>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>It is all over hyped to me. I think though, the idea that you should use AI for everything is the biggest one. Especially when it gets things wrong so often. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>Yes, and overhyped right now is the vibe-coding stuff. Build this, do that, don&#8217;t worry if all your stuff gets erased! non-experts can do anything! ugh. <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p>I also think companies pushing AI are out of touch with the appetite of the general public for AI to be shoved into everything. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>The definition is the most hyped. Artifical Intelligence. It&#8217;s not intelligence yet. It\u2019s a tool powered by LLMs to augment Human Intelligence. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>Like Microsoft being shocked people don\u2019t want an operating system where they have to talk to their computer to do stuff. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>Definitely overhyped. A good starting point, but definitely not production-ready. <a href=\"https:\/\/twitter.com\/Pete_Bowen\" target=\"_blank\" rel=\"noreferrer noopener\">@Pete_Bowen<\/a><\/p>\n\n\n\n<p>I believe it will be a classic case of branding go wrong &#8211; for tech &#8211; AI is the holy grail, but for normal people &#8211; AI has always been seen as a destroyer &#8211; Terminator, Ultron, iRobot, etc <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>I think applications of AI are still mostly overhyped. It feels like the early days of the iPhone and the App Store. It felt so insane and crazy to have what felt like a limitless amount of &#8220;cool, innovative apps&#8221; at your disposal, but in reality, it was mostly just redesigned calculators, flashlights, and an app that made it look like you were drinking beer from a glass. In 5-10 years (not to mention 20+), I think we&#8217;ll be in a good spot, but right now, it&#8217;s a bunch of holler that ain&#8217;t worth a dollar. <a href=\"https:\/\/www.linkedin.com\/in\/anthony-mcdaniel-jr\/\" target=\"_blank\" rel=\"noreferrer noopener\">@AnthonyMcDaniel<\/a><\/p>\n\n\n\n<p>Interesting way to put it <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a>. I also can\u2019t skip bringing up the environmental aspect of AI. The resources it requires are insane. We will need to reckon with that sooner rather than later. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>And the cost, it&#8217;s all funded by VC hope at the moment. <a href=\"https:\/\/twitter.com\/Pete_Bowen\" target=\"_blank\" rel=\"noreferrer noopener\">@Pete_Bowen<\/a><\/p>\n\n\n\n<p>One of the main reasons I do not use it very much at all is the environmental aspect  <a href=\"https:\/\/twitter.com\/Pete_Bowen\" target=\"_blank\" rel=\"noreferrer noopener\">@Pete_Bowen<\/a> The companies are pouring money into each other to keep it going too. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I think there is a certain confusion between &#8220;cool&#8221; and truly&nbsp;<em>helpful.&nbsp;<\/em>It&#8217;s cool to have groceries auto-refilled in a &#8220;smart&#8221; fashion, but is it helpful? Does it lead to over-consumption? It&#8217;s &#8220;cool&#8221; to abandon keywords (theoretically streamlining workflows), but is it helpful for brands? What about the risk of spending into irrelevance. <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/p>\n\n\n\n<p>Politicians &amp; media will blame AI for their own lapses and economic policies, which are a cause of the slowdown. AI is being set up to be the fall guy for the next economic downturn and job losses, etc. And people will believe it, coz they have been conditioned to do so over the years. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>It feels like if PT Barnum were alive he would be the CEO of an AI company right now\u2026<a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I keep hearing \u201cWe should start integrating AI into our processes\u201d like it\u2019s magic but a major hype\u2026&nbsp;like cool but what are we trying to fix or make better? <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>I think some people are overly reliant on AI and trust it too much. I&#8217;ve seen it make mistakes. If you&#8217;re using AI, verify the output you see; it could be wrong. <a href=\"https:\/\/www.linkedin.com\/in\/jeffreyhain\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JeffreyHain<\/a><\/p>\n\n\n\n<p>The idea that AI is a substitute for people, search engines, etc is overhyped. <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>It&#8217;s very useful for things like taking meeting notes and then add some automations. Some use cases like Slides, Images, Summary, Deep Research are awesome, but it still requires Humans to prompt and drive. Can&#8217;t be automated or artificial. Human in the loop always. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a> yes. I love AI for my meeting notes &amp; task extraction. It&#8217;s great for menial tasks. Not great for deep thinking. <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>The hype is real y&#8217;all. We&#8217;ve had pitch feedback that they didn&#8217;t see us using enough AI in our proposals. Like, we&#8217;ll pitch what&#8217;s appropriate for your business, but go off I guess. <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a> UGH <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>ALSO the AI Overviews aren&#8217;t always right&#8230; and that&#8217;s getting on my nerves at the mo too LOL <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>I think video AI is currently really bad and pushed a lot. I have seen loads of bad quality, yes, you can push a load of content out fast, but quality is still important. <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q2-what-do-you-think-is-the-most-hyped-aspect-of-ai-as-it-relates-to-ppc-right-now-do-you-think-it-is-over-hyped\"><strong>Q2: What do you think is the most hyped aspect of AI as it relates to PPC right now? Do you think it is over hyped?<\/strong><\/h4>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The lack of controls. The creative enhancements in Meta and Google are not ready for regulated fields and they&#8217;re aggressively pushing them into everything with no opt-outs or opt-outs that don&#8217;t work. <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p>Yeah, the amount of Meta creative &#8216;optimization&#8217; toggles drives me nuts. <a href=\"https:\/\/www.linkedin.com\/in\/ashsanh\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Ashsanh<\/a><\/p>\n\n\n\n<p>I have a few, but one of the biggest ones is that ad platforms have AI in them that is sophisticated enough to target effectively when you let them do what they want. AI Max, for example. And with the increase in AI in platforms, the transparency into performance decreases. It is a whole lot of \u201ctrust us, it\u2019s working\u201d which, thank you, but I need to see that for myself. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>What people are missing is context &#8211; especially if we put an algorithm &#8211;&nbsp;its&nbsp;job will be to maximize output &#8211; i.e. recommend budget increase, etc. It doesn&#8217;t have the context of the budget of the advertiser, seasonality, operational bottlenecks and capacity at their end, goals (top line, bottom line &#8211; all of which get discussed with the agency or the ppc professional knows why the setup is the way it is. But an algorithm doesn&#8217;t. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>All the hype over agentic things is also overblown to me. Like has Google really thought through these changes they are making to how search works beyond the next quarterly report and not seeming like they are falling behind in the AI race? Because how they want search to evolve does not seem compatible with ads like traditional search has been? <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I&#8217;m more comfortable with AI-driven targeting than I am AI-driven creative. Since the beginning of advertising, brands curate their own image. Granted, this is often overplayed, but with AI, we&#8217;re degrading this into background swaps, faux actors, and awkward contrived product angles. It&#8217;s under baked, to say the least. <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/p>\n\n\n\n<p>And people are not thinking about all of this sameness and where it gets to <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a> When you\u2019re using the AI for your creative, your messaging and targeting, where does your competitive advantage go? I think largely up in smoke\u2026Having been through the original dot com bubble, this feels eerily familiar <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I can tell the difference between fast food hamburgers, but to the machine, a burger is a burger. So what do I say to my QSR client? <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p>I think Google still has played it smart and well when it comes to plugging AI mode (not perfect obviously) But if we zoom out and look at the demand for TPU\u2019s &#8211; over a long enough horizon &#8211; the search revenue has a competitor like how AWS was for Amazon. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>I think Google and all the platforms and companies are really overestimating both true demand for what they are shoving everywhere and the reality of how it actually performs. All those stories about companies letting people go in favor of AI doing their jobs? Most are rehiring cause AI can\u2019t actually do that work. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I agree with <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a> re the creative. I&#8217;m very pleased when other people are using AI slop in their ads <a href=\"https:\/\/twitter.com\/Pete_Bowen\" target=\"_blank\" rel=\"noreferrer noopener\">@Pete_Bowen<\/a><\/p>\n\n\n\n<p>No one wants to deal with AI agents when they need anything more than the most basic of customer service. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>The idea that AI = great performance is overhyped. It&#8217;s not always true. <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>10000% agree with the meta AI stuff I&#8217;m so tired of turning them off and then doing it again multiple times if I edit anything or breath\u2026.&nbsp;<a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>And the way that LLMs were sold as thinking models rather than very sophisticated pattern matchers is truly amazing. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>It&#8217;s not even really AI. It&#8217;s machine learning. There is a difference <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Gemini, ChatGPT, etc are not thinking or solving a problem through reasoning and \u201cthought\u201d they are spitting out the answers that are most \u201clikely\u201d based on their training data and mathematical algorithms. Yet they are touted as being smarter than trained professionals of all stripes. Like I said, someone should just name one Barnum be be done with it! <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I think most platforms are pushing it but it&#8217;s so new and lack of data available it\u2019s just a black box of currently unknown answers, which is always hard to speak to a client about. <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/p>\n\n\n\n<p>I just want to say I appreciate you all so much &#8211; I&#8217;m actively working on &#8220;AI empathy content&#8221; and these nuggets are gold. P.s. does all of this apply to Copilot as well or is Copilot so far out of your sphere of consideration that you don&#8217;t think of it as a distinct AI <a href=\"https:\/\/www.linkedin.com\/in\/navahhopkins\/\" target=\"_blank\" rel=\"noreferrer noopener\">@navahhopkins<\/a><\/p>\n\n\n\n<p>It&#8217;s our main ai platform at work, it&#8217;s definitely in our sphere of consideration. It&#8217;s distinct for the user, so we consider it distinct w understood differences. <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/navahhopkins\/\" target=\"_blank\" rel=\"noreferrer noopener\">@navahhopkins<\/a> Unfortunately for me, I don&#8217;t use Copilot AI (my perception &#8211; it\u2019s same as ChatGPT &#8211; coz of the OpenAI\/MSFT deal, please correct me if I am wrong &#8211; I haven&#8217;t taken the effort to figure out if there\u2019s a difference to it or not) And I don&#8217;t have a strong enough reason as I am on Google Workspace, Mac &amp; use MSFT only for ads &amp; office. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q3-what-are-you-getting-asked-about-with-regard-to-ai-from-clients-or-stakeholders-right-now\"><strong>Q3: What are you getting asked about with regard to AI from clients or stakeholders right now?<\/strong><\/h4>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Showing up in AI Overviews. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>How do we get mentioned in ChatGPT, and: How are we using it, how should we use it, what is the right approach? like, this arrived two seconds ago. <a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/p>\n\n\n\n<p>And my follow up question is always &#8211; why do you want to be in the overview and what do you think that will do for your business? <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>Showing up in AI Overviews here too. we have clients OBSESSED with that <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>The fact that full on AI Mode is getting put into regular old search by Google is going to be a mess. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>The theme for me is,&nbsp;<em>Can I trust this?<\/em> For targeting, sure. We&#8217;re far past the minutia of age, gender, demo, interests, etc. For efficiency, absolutely not, at least not right away. With AI Max, for example, you forfeit the ability to target with specificity (KWs), but you gain scale through never-before-thought-of KWs&#8230;AND a ton of irrelevance. So I propose the known trade-off back to them.&nbsp;<em>Does this feel worth it to you\/your business?<\/em> <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/p>\n\n\n\n<p>If you have not seen it, I shared this earlier, but here is what Google is announcing about AI Mode in search: <a href=\"https:\/\/www.linkedin.com\/posts\/robbystein_today-we-launched-gemini-3-our-most-intelligent-activity-7396596480817582080-iFbT\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.linkedin.com\/posts\/robbystein_today-we-launched-gemini-3-our-most-intelligent-activity-7396596480817582080-iFbT<\/a>  <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a> Well they have to get people to use it and that&#8217;s the only way right??? <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>I think the FOMO for clients is so real too. AI is being talked about by people who have no idea what it actually is and they really fear being left behind or seeming out of touch. It is a problem. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>FOMO is definitely driving a lot of it. <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>This is the first draft from last week. I have tried to reverse engineer how Gemini works and how it can help. Need to polish it a bit more. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>And I also don\u2019t want to seem like I am somehow gatekeeping searching, but does anyone else find it creepy how all these AI systems want to suck you in by sounding like a friend or therapist, etc.? <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a> Yes, especially with ChatGPT. It ends up saying Yes to everything. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>AI is very fear mongering&#8230; and i don&#8217;t like that. I get people are scared of the unknown, but also we need to learn how to use these things&#8230; and my clients are 50\/50, some assuming they won&#8217;t need me within a year and others are scared it will kill there businesses in some way due to the biggest beasts or tech making it easier for people to copy them&#8230; most my clients are eCom. <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>The level of sucking up the AI does when you keep engaging with it is creepy and dangerous depending on what you are asking of it. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>ChatGPT knows my name and thinks I&#8217;m very detail oriented. It also provides incorrect or incomplete answers to my detailed questions. <a href=\"https:\/\/www.linkedin.com\/in\/jeffreyhain\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JeffreyHain<\/a><\/p>\n\n\n\n<p>More how ppc and ai can work in multi channel strategy, how LLM are impacting search and if so how much, are impressions decreasing and CPM increasing thats some analysis I have been carrying out. <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q4-how-is-ai-impacting-how-you-do-ppc\"> <strong>Q4: How is AI impacting how you do PPC?<\/strong><\/h4>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>I recently had AI take a keyword list for an account I&#8217;m restructuring (several hundred long) and break them out into general themes that I could then use for either campaigns or ad groups. I was able to confirm relevance much more quickly than I&#8217;d have been able to determine the themes myself. I&#8217;ve also used AI to help write and troubleshoot google ad scripts (about to do that today) which has been very helpful! <a href=\"https:\/\/www.linkedin.com\/in\/anthony-mcdaniel-jr\/\" target=\"_blank\" rel=\"noreferrer noopener\">@AnthonyMcDaniel<\/a><\/p>\n\n\n\n<p>We are using it for routine things like SQR reviews and ad copy creation. It&#8217;s also great for competitor research . Go watch my SMX Next preso from a couple weeks ago to see how we&#8217;re using it&nbsp;<a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Lot of thoughts here: <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It will force people to level up and offer more value or discount pricing.<\/li>\n\n\n\n<li>Siloed teams and functions will not work. The whole digital marketing team (SEO, PPC, Retention, Creatives) need to integrate and exchange notes a lot more than before.<\/li>\n\n\n\n<li>Brand will be the ultimate moat. Distribution and Top of the funnel advertising is key as over indexation on Performance Marketing is shooting yourself in the foot.<\/li>\n<\/ul>\n\n\n\n<p>As I said I don\u2019t use it a lot. But I think getting a machine interpretation of things like keywords or what do you think this company does for either client or competitors. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a> very astute 3rd point there. No one wants to invest in TOF anymore, and platforms aren&#8217;t exactly helping with pushing ad inventory (still) that&#8217;s suboptimal. <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/p>\n\n\n\n<p>Small thing: I asked Chat GPT (or was it Perplexity?) to look at a search query report and identify all the brand terms it found. It did a good job and saved me time creating a new negative keyword list. <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/p>\n\n\n\n<p>Yes it&#8217;s great at parsing a lot of data very quickly. <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Bigger thing: I would like to use it (if it&#8217;s good) to help with reporting to clients. My experiments so far have been so-so. <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/p>\n\n\n\n<p>Current AI is more &#8220;computer from Star Trek&#8221; than&nbsp; &#8220;Data from Star Trek <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Basically anything that used to be a time-consuming, arduous task in Google Sheets, I now export to AI: <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>KW Research + Refinement<\/li>\n\n\n\n<li>Competitor Analysis<\/li>\n\n\n\n<li>SQR Review (negatives, new themes, cost centers, etc.)<\/li>\n\n\n\n<li>Copy Ideas (human-refined)<\/li>\n<\/ul>\n\n\n\n<p>Do you all double check what it does with data? Or are you doing things that if it isn\u2019t totally right or precise it does not matter a ton? Had a client that wanted me to do all kinds of analysis of performance data in AI and got annoyed when I said that the process would also need to include cross checking the results. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>We do check and QA its work, yes <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Note to those who work with clients &#8211; you might want to add into your contracts about using AI generated anything and how you cannot guarantee its accuracy. Whether it comes from the client or they have you generate it. Big potential liability issue, IMO. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I have been checking the data so far. It&#8217;s not high-stakes reporting, but I want to get it right. Long-term, this is only a good solution if it can do math with 100% accuracy IMHO. <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a> Exactly &#8211; it does not save me time if I have to go over every data point <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I know it&#8217;s powered by an LLM, but still &#8230; tech that can&#8217;t do math still baffles me. <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a> I would use it for sheets &amp; data parsing but create a looker studio dashboard on top of it with manual config. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>LLMs do not calculate like say an excel sheet. They are still guessing <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>I use it to bounce ideas, and also scope out potential competitors, similar words, ideas of basic keywords&#8230; formulas for Google sheets too&#8230; fixing a script I broke.. <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/p>\n\n\n\n<p>I think of it like an assistant or junior search person. Give it a task and then check its work <a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/p>\n\n\n\n<p>Along these lines, this was an interesting read: <a href=\"https:\/\/onlinejournalismblog.com\/2025\/09\/16\/i-tested-ai-tools-on-data-analysis-heres-how-they-did-and-what-to-look-out-for\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/onlinejournalismblog.com\/2025\/09\/16\/i-tested-ai-tools-on-data-analysis-heres-how-they-did-and-what-to-look-out-for\/<\/a> <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/p>\n\n\n\n<p>I think ai for me is being used in a great way for time efficiency for reporting and mass data analysis. It can aid in the review as long as we understand and know the data story that got to that point. <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q5-what-do-you-wish-would-happen-with-ai-as-it-relates-to-ppc\"><strong>Q5: What do you wish would happen with AI as it relates to PPC?<\/strong><\/h4>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>I would like the hype to cool off. <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>Training people about capabilities, pitfalls and limitations especially the ones who are entering the workforce now. Creating an image with Nano Banana Pro is different than running campaigns with $ thousands on the line. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>Use it as a tool &#8211; like Excel. It&#8217;s all ones and zeroes. Marketing &amp; Advertising is more human. <a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/p>\n\n\n\n<p>As long as we are wishing I wish that platforms and companies were more honest about the limitations of their AI. Highlight where it shines and let us do that instead of having experiences that range from \u201cthis is cool\u201d to \u201cOMG make it stop\u201d <a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/p>\n\n\n\n<p>Bit more awareness that it&#8217;s not going to take your jobs, a lot of people are focused on AI but forget it still needs us and the input from Humans to make it successful across all paid campaigns and strategies. <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>PPCChat Participants<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Julie F Bacchini\u00a0<a href=\"https:\/\/twitter.com\/NeptuneMoon\" target=\"_blank\" rel=\"noreferrer noopener\">@NeptuneMoon<\/a><\/li>\n\n\n\n<li>Anthony McDaniel\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/anthony-mcdaniel-jr\/\" target=\"_blank\" rel=\"noreferrer noopener\">@AnthonyMcDaniel<\/a><\/li>\n\n\n\n<li>Julia Vyse\u00a0<a href=\"https:\/\/twitter.com\/JuliaVyse\" target=\"_blank\" rel=\"noreferrer noopener\">@JuliaVyse<\/a><\/li>\n\n\n\n<li>Jeffrey Hain\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/jeffreyhain\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JeffreyHain<\/a><\/li>\n\n\n\n<li>Ali Mehdi Mukadam\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/alimehdimukadam\/\" target=\"_blank\" rel=\"noreferrer noopener\">@alimehdimukadam<\/a><\/li>\n\n\n\n<li>Navah Hopkins\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/navahhopkins\/\" target=\"_blank\" rel=\"noreferrer noopener\">@navahhopkins<\/a><\/li>\n\n\n\n<li>Melissa L Mackey\u00a0<a href=\"https:\/\/twitter.com\/beyondthepaid\" target=\"_blank\" rel=\"noreferrer noopener\">@beyondthepaid<\/a><\/li>\n\n\n\n<li>Peter Bowen <a href=\"https:\/\/twitter.com\/Pete_Bowen\" target=\"_blank\" rel=\"noreferrer noopener\">@Pete_Bowen<\/a><\/li>\n\n\n\n<li>Travis <a href=\"https:\/\/twitter.com\/teabeeshell\" target=\"_blank\" rel=\"noreferrer noopener\">@teabeeshell<\/a><\/li>\n\n\n\n<li>Meriem <a href=\"https:\/\/twitter.com\/4m_digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Meriem<\/a><\/li>\n\n\n\n<li>Joe Williams <a href=\"https:\/\/www.linkedin.com\/in\/joseph-williams-196601aa\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JoeWilliams<\/a><\/li>\n\n\n\n<li>Ash Sanh <a href=\"https:\/\/www.linkedin.com\/in\/ashsanh\/\" target=\"_blank\" rel=\"noreferrer noopener\">@Ashsanh<\/a><\/li>\n\n\n\n<li>Jon DeNunzio <a href=\"https:\/\/www.linkedin.com\/in\/jondenunzio\/\" target=\"_blank\" rel=\"noreferrer noopener\">@JonDeNunzio<\/a><\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Related Links<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.karooya.com\/blog\/monthly-roundup-top-ppc-news-october-2025-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monthly Roundup | Top PPC News | October 2025<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.karooya.com\/blog\/using-karooyas-attribution-report-for-bulk-bid-updates\/\" target=\"_blank\" rel=\"noreferrer noopener\">Using Karooya\u2019s Attribution Report for Bulk Bid Updates<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.karooya.com\/blog\/google-ads-ai-prompts-templates-for-ad-copy-keywords-and-optimization\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google Ads AI Prompts: Templates for Ad Copy, Keywords, and Optimization<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI has become an integral part of every PPC professional\u2019s workflow. It seems like there\u2019s news about AI almost every day, whether in search or within an ad platform. In this week\u2019s PPCChat session, host Julie F. Bacchini discussed the most hyped aspects of AI in PPC, how AI is reshaping the way experts manage&#8230;  <a href=\"https:\/\/www.karooya.com\/blog\/ppcchat-sorting-through-ai-hype\/\" class=\"more-link\" title=\"Read PPCChat | Sorting Through AI Hype | 2nd December 2025\">Read more &raquo;<\/a><\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ub_ctt_via":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-27042","post","type-post","status-publish","format-standard","hentry","category-ppc-chat"],"featured_image_src":null,"author_info":{"display_name":"Amita","author_link":"https:\/\/www.karooya.com\/blog\/author\/amita\/"},"_links":{"self":[{"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/posts\/27042","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/comments?post=27042"}],"version-history":[{"count":12,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/posts\/27042\/revisions"}],"predecessor-version":[{"id":27054,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/posts\/27042\/revisions\/27054"}],"wp:attachment":[{"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/media?parent=27042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/categories?post=27042"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.karooya.com\/blog\/wp-json\/wp\/v2\/tags?post=27042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}