Tag: Conversational AI

  • Google’s AI Evolution: Transforming Ads Into Engaging Conversations

    Google’s AI Evolution: Transforming Ads Into Engaging Conversations

    Have you ever noticed how ads are transforming from simple clicks to engaging conversations? Google’s latest AI advancements have unveiled an incredible shift in how we interact with advertising, challenging our perceptions of visibility, trust, and the role of marketers.

    Google Ads Liaison Ginny Marvin recently penned a detailed piece on over 40 new innovations spanning Google Ads, Analytics, AI, and more. While these updates cover everything from conversational AI to predictive attribution, the underlying narrative reveals a more profound transformation.

    I see Google consciously reshaping the advertising landscape to focus on intent prediction, AI-driven decision-making, and automation that qualifies users even before they become customers.

    These innovations are poised as solutions to a familiar marketer’s challenge: bridging the gap between generating leads and generating valuable leads.

    Google wants ads to become conversations

    A telling example of this shift is the Business Agent for leads. By integrating conversational AI within Search Ads, Google’s moving away from traditional click-through interactions.

    Marvin notes that prospective customers will now be able to ask specific questions about services or pricing directly within the ad. This shift deeply impacts the role of ads by embedding interaction and qualification into the experience itself.

    Historically, lead generation was straightforward: click, land on a page, and fill a form. Now, AI is enhancing the process by embedding layers of qualification and assurance right in the ad experience.

    For businesses in trust-critical sectors like finance or healthcare, this evolution could significantly reshape lead quality dynamics.

    Intent over Volume

    Marvin’s updates steer towards optimizing predicted business results rather than merely conversion volumes.

    With new tools like lead intent scores and journey-aware bidding, Google aims at reducing ineffective leads within the pipeline.

    The approach solves the industry’s pain point of focusing solely on cheap conversions that add little to the client base.

    However, with more aspects of qualification and forecasting handled by Google, advertisers might lose transparency in decision-making processes, an important consideration in the AI-driven era.

    AI Max: Evolving Performance

    AI Max signifies how Google’s AI-driven optimization is sweeping through Search. It applies extended algorithmic exploration to campaigns, broadening targeting and uncovering new opportunities beyond traditional pathways.

    While ecommerce players with strong data may find new scale opportunities, lead generation marketers without robust offline conversion data might face higher risks.

    This phase of rollout, echoing early Performance Max challenges, underlines the need for advertisers to back automation with rich, business-quality signals.

    Rich data integration is critical as AI systems only optimize based on received data, highlighting why offline conversion tracking and CRM integration are now pivotal in Google Ads strategy.

    Predictive Measurement at the Core

    An understated yet crucial change is Google’s pivot to predictive measurement models, linking ad exposure to future behaviors.

    Tools like Attributed Branded Searches go beyond historical data, estimating potential future outcomes.

    Such foresight promises insights into long buying journeys but also fosters reliance on opaque AI forecasts.

    The strategic debate looms over the trade-off between automation efficiency and advertiser visibility.

    Revolutionizing Creative Production

    Marvin’s insights suggest Asset Studio’s rise as an AI-driven creative production powerhouse. Google aspires to unify creative development, analysis, optimization, and testing into a single workflow.

    This can alleviate bottlenecks for lean teams, but as AI democratizes creativity, real differentiation will hinge on brand strategy and deep audience insights over sheer production prowess.

    The Bigger Picture

    While some of these enhancements might appear incremental, collectively, they mark a substantial evolution within Google Ads. Google’s crafting itself into the backbone of contemporary advertising decision-making.

    Ultimately, the task for advertisers is finding the right balance between embracing automation and retaining strategic insight.

    Though AI promise advancements and opportunities, understanding key signals, genuine business outcomes, and when to rely on human insight will define long-term success.

    Dig deeper:


    Inspired by this post on Search Engine Land.


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  • Discover Google’s Innovative Conversational Ads in AI and Search

    Discover Google’s Innovative Conversational Ads in AI and Search

    I’m excited to share that Google is testing new conversational ad formats, powered by Gemini, across AI Mode and Search. This development is aimed at making ads more contextual and engaging, bringing a fresh approach to advertising.

    The introduction of these Gemini-powered formats was revealed at Google Marketing Live 2026. With these new ad experiences, ads are intended to feel more conversational, contextually relevant, and genuinely helpful to users like you and me.

    Driving the news: Google announced exciting additions to AI-powered Search ads. These include Conversational Discovery ads, Highlighted Answers, AI-powered Shopping ads, and the Business Agent for Leads. All these are part of Google’s strategy to integrate Gemini deeper into its Search and advertising framework.

    ```json
{
  "alt": "Smartphone screen showing Google AI mode with search results about reed diffusers.",
  "caption": "Exploring low-maintenance home fragrance options with Google AI, highlighting reed diffusers' benefits.",
  "description": "The image features a smartphone displaying Google AI mode, showing search results for home fragrance options. The highlighted text discusses the ease of using reed diffusers compared to other methods. The interface includes icons for browsing different media types like images, videos, and news. This visual represents modern tech-assisted conveniences for enhancing home environments. Keywords: smartphone, Google AI, reed diffuser, home fragrance."
}
```

    Conversational Discovery ads are really innovative! Imagine asking a question about making your home smell like a spa, and right there in AI Mode, you see creative solutions generated with Gemini that perfectly match your query.

    How it works: Google’s Gemini models analyze what you’re really asking and create ad content that fits the conversation. These ads come with an AI explainer that helps you understand the product or service better, integrating it with what the advertiser wants to tell you.

    ```json
{
  "alt": "Smartphone displaying a search result for learning Italian lessons.",
  "caption": "Discover bite-sized apps like Babbel to enhance your Italian conversational skills quickly and efficiently.",
  "description": "An image shows a smartphone screen with a Google search result regarding learning Italian. The search suggests using bite-sized apps, highlighting Babbel for real-life dialogues and understanding. The screen also displays options for AI mode, images, videos, and news. This image demonstrates a practical approach to language learning with technology, emphasizing quick and engaging methods for learners."
}
```

    I’m particularly intrigued by the Highlighted Answers, where relevant ads pop up right within AI-generated recommendations. It feels like a natural extension of the conversation!

    Additionally, Google is rolling out AI-powered Shopping ads for significant purchase decisions like buying a new TV or home appliance. Gemini steps in to create unique explainers that highlight why a product might be perfect for your needs.

    ```json
{
  "alt": "Smartphone displaying a Google search page with espresso pod machine ads.",
  "caption": "Browsing for the perfect espresso pod machine? Compare top models right from your search results!",
  "description": "Image shows a smartphone screen with Google search results for 'compact espresso pod machines.' Sponsored product ads feature models like Nespresso Vertuo Up, EF-750 SwiftPod Elite, and Rovetta Capsule Pro. Details include price, ratings, and location. The search options include filters like 'Nearby' and 'On sale.'"
}
```

    Business Agent for Leads takes interactivity to a new level by embedding an AI chat experience in lead generation ads. Instead of completing static forms, you can chat with a Gemini-powered agent to learn more, directly informed by the sponsor’s website.

    Moreover, Google is expanding its Direct Offers pilot, bringing features like promotion bundling, native checkout for UCP merchants, and AI-generated offer recommendations to the table. This ensures offers are tailored to what you might actually be shopping for!

    ```json
{
  "alt": "Smartphone screen displaying Google search results for top colleges, highlighting sponsored MBA programs.",
  "caption": "Searching for top colleges? Discover exciting MBA opportunities with sponsored listings in a Google search on your smartphone.",
  "description": "This image captures a smartphone screen showing Google search results for top colleges. The search focuses on MBA programs, highlighting sponsored results from institutions like Rainier Business School, Oakmont Business School, and Pacifica College of Commerce. Each listing provides program details such as rankings, scholarships, and application prompts. The interface is clean and user-friendly, emphasizing the educational opportunities available in 2026."
}
```

    Why we care: These updates represent a paradigm shift in how ads are rendered in AI-powered Search ecosystems. By focusing on conversational discovery and intent-rich interactions, I believe Google is paving the way for advertisers to better connect with their audiences.

    It’s crucial for advertisers, who adapt quickly to these new ad formats, to optimize experiences that resonate better, potentially gaining an edge as user search habits evolve.

    What to watch: As the rollout continues, I’ll be keeping an eye on how these conversational placements impact metrics like click-through rates and conversions. The broader implications for monetizing search with AI are enormous!

    For those wondering when they can see these innovations: Conversational Discovery ads and Highlighted Answers are currently in testing phases in the U.S. on both mobile and desktop platforms. Meanwhile, AI-powered Shopping ads and the Business Agent for Leads feature are expected to unfold soon, starting in open beta for U.S. businesses.

    Dig deeper: If you’re interested in more groundbreaking updates from Google Marketing Live 2026, check out these stories:


    Inspired by this post on Search Engine Land.


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  • Discover Google’s New AI Tools for Enhanced Retail Performance

    Discover Google’s New AI Tools for Enhanced Retail Performance

    Today, I’m thrilled to share that Google has unveiled exciting new tools in the Merchant Center, all geared towards boosting retailer visibility on AI-driven shopping platforms. Announced at Google Marketing Live 2026, these tools are set to transform how products are discovered.

    Driving the news. Let me introduce you to AI Performance Insights, a fresh reporting feature that gives merchants a snapshot of their brand’s performance across AI platforms.

    This handy tool lets me compare my brand’s share of voice with similar competitors, ensuring I stay on top of AI-driven discovery metrics.

    Google is also introducing Conversational Attributes, enhancing how we optimize our product listings to align with natural, conversational searches.

    How it works. I can now add conversational attributes and update descriptions directly in the Merchant Center. Google’s AI can utilize this structured data to meet conversational search queries seamlessly across AI Mode, Gemini, and other AI platforms.

    These updates are crafted to enhance discoverability as AI continues to reshape shopping experiences.

    Moreover, Ask Advisor integrations are soon to be part of my Merchant Center tools.

    Why we care. Structured product data is now more essential than ever as AI shopping experiences proliferate across Search, Gemini, and Maps.

    By adapting product descriptions for conversational discovery, I can better position my products within AI-generated recommendations and shopping paths.

    These new reporting tools also give me early visibility into how my brand performs in AI-powered environments.

    What to watch. With the rise of conversational search behavior, optimizing product feeds for AI visibility is becoming increasingly critical. I’ll also be keeping an eye on how Google defines and measures “share of voice” within these AI-powered shopping ecosystems.

    Availability. AI Performance Insights will soon roll out in the U.S., Australia, Canada, India, and New Zealand. Meanwhile, Conversational Attributes are launching globally.

    Dig deeper. Here are some more updates from Google Marketing Live 2026:


    Inspired by this post on Search Engine Land.


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  • How AI Is Revolutionizing Retail: The End of Shopping Carts?

    How AI Is Revolutionizing Retail: The End of Shopping Carts?

    I’ve recently delved into the fascinating world of conversational commerce AI, and I can’t help but feel excited about how it’s changing the shopping landscape. From how we discover products to the actual purchasing process, this technology is redefining our retail experiences.

    What really intrigues me is what these changes mean for brands operating in an AI-dominated retail space. The implications are huge, and it could very well spell the end for traditional shopping carts as we know them.


    Inspired by this post on HiGoodie Blog.


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  • Yelp’s AI Assistant Revolutionizes Local Search and Bookings

    Yelp’s AI Assistant Revolutionizes Local Search and Bookings

    I’m thrilled to share that Yelp has just introduced a powerful AI update, bringing a new level of ease to local searches and bookings with their conversational “Yelp Assistant.” This tool is designed to help me move from searching to booking, ordering, and scheduling—all in one seamless experience.

    Discover What’s New. At the heart of this innovation is the Yelp Assistant, a chatbot capable of answering complex questions, recommending businesses, and even making reservations or appointments without me ever needing to leave the app.

    How It Works. The assistant taps into Yelp’s vast database of user reviews and photos to offer tailored recommendations, explain why a business is a good fit, and allow me to refine results in a conversational manner. It takes things to the next level by letting me book a table, order food, or request a quote without needing to switch platforms.

    ```json
{
  "alt": "Three smartphone screens showing a dental clinic's booking process on Yelp and Zocdoc apps.",
  "caption": "Explore efficient online booking for Pearview Smiles dental appointments via Yelp and Zocdoc, streamlining your dental care experience.",
  "description": "This image displays three smartphone screens illustrating the appointment booking process for Pearview Smiles dental clinic. The first screen on the left shows Pearview Smiles on the Yelp app, highlighting business information and a 'Book now' feature. The middle screen shows patient information and available appointment slots in the Zocdoc app. The screen on the right features the booking completion process with Zocdoc, prompting users to enter personal details. These interfaces offer a seamless dental care scheduling experience, targeting convenience and user engagement."
}
```

    What Else Is New. Yelp is also enhancing integrations with platforms like Vagaro, Zocdoc, and Calendly, which streamlines bookings in categories such as beauty, healthcare, and home services. Plus, they’re strengthening their partnership with DoorDash for smoother delivery options.

    ```json
{
  "alt": "Four smartphone screens showing an app interface for booking and messaging painting services.",
  "caption": "Explore seamless booking and messaging with this app, perfect for arranging your next painting service without any hassle.",
  "description": "This image features four smartphone screens displaying an app designed for coordinating painting services. The interface highlights various functions, including messaging with painters, scheduling on-site estimates, and confirming appointments. The sleek design ensures users can easily navigate between booking, communication, and managing project details, offering a user-friendly experience for those in need of painting services. Ideal for busy homeowners or businesses seeking efficient service coordination."
}
```

    Spotlight on Menu Vision. Another exciting feature is the revamped “Menu Vision,” which uses AI and visual overlays to display dishes, reviews, and photos in real time while I’m browsing a menu. This makes deciding what to order quicker and easier.

    ```json
{
  "alt": "Smartphone app scanning a document, displaying a 'Slow down' prompt.",
  "caption": "Experience the efficiency of document scanning with this smartphone app, guiding users with a 'Slow down' prompt for optimal results.",
  "description": "This image shows a smartphone screen displaying an app named 'Menu Vision' being used to scan a document. The on-screen prompt 'Slow down' appears, indicating the app's suggestion to move the phone slower for better scanning accuracy. The background displays a wooden surface, and part of the document includes text and drawings. This scene highlights the app's interactive and user-friendly features, which enhance document scanning efficiency."
}
```

    Why This Matters. For someone like me looking for convenience, Yelp is transforming from a simple discovery platform into a full-fledged transaction experience powered by AI. This means that while visibility remains important, businesses need to ensure they’re optimized for conversions right within the platform.

    The Bigger Picture. By focusing on AI not just for discovery but also conversion, Yelp is turning intent into transactions without redirecting me elsewhere.

    Looking Ahead. The assistant is now live on iOS and Android, with plans to expand further across more categories and desktop later this year.

    The Future of Local Exploration. Yelp aims to own my entire local search journey from start to finish—from asking “where should I go?” to “it’s booked.”


    Inspired by this post on Search Engine Land.


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  • Explore the World Conversationally with Google’s ‘Ask Maps’

    Explore the World Conversationally with Google’s ‘Ask Maps’

    I’ve always loved exploring new places, and now Google Maps is making it even more exciting with its new feature, ‘Ask Maps.’ This AI-powered addition transforms the way I interact with maps by allowing me to simply ask questions and receive personalized recommendations.

    Google has introduced this conversational AI feature to assist us in navigating complex real-world queries. ‘Ask Maps’ leverages Google’s Gemini AI models to provide us with personalized, actionable answers tailored to our preferences and needs.

    What’s new and exciting? Now, I can ask questions like, “Is there a public tennis court with lights that I can play at tonight?” or “My phone battery is low — where can I quickly charge it nearby?” The magic of ‘Ask Maps’ is in its ability to give me a conversational response complete with a custom map view.

    Key capabilities include:

    • Personalized recommendations — Google Maps remembers my search and save history, which means it knows I love vegan restaurants before I even ask!
    • Trip planning — I can request recommended stops along my route and receive insightful details like directions, ETAs, and tips from over 500 million community contributors.
    • Direct action — I love how I can book reservations, save interesting places, or easily share them with friends right from the response.

    Why do I care? ‘Ask Maps’ is revolutionizing the way I discover places by shifting the focus from simple keyword searches to interactive, AI-driven recommendations. Businesses wanting to be noticed need rich, accurate, and engaging Google Maps profiles as this is the data utilized by Google’s AI for recommendation making.

    What to keep an eye on: ‘Ask Maps’ is already being rolled out in the U.S. and India for both Android and iOS, with desktop access coming soon. I’m excited about these advancements!

    What’s next? As AI plays a bigger role in how we find places, it’s crucial for advertisers and local businesses to keep their listings accurate and review-rich to make the most of Gemini’s capabilities. I’m looking forward to how this changes the landscape for businesses.


    Inspired by this post on Search Engine Land.


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  • Unlocking ChatGPT: Industry Conversion Insights for 2026

    Unlocking ChatGPT: Industry Conversion Insights for 2026

    During the period from May 2025 to February 2026, I embarked on an exhaustive research journey with my team to explore ChatGPT conversion rates across various industries. We examined anonymous client data from over 150 companies, focusing on the proportion of referral traffic from ChatGPT that resulted in a conversion action defined by each client.

    Most companies in our dataset had invested in generative engine optimization. This investment led to higher-than-average referral traffic from ChatGPT, paired with dedicated ChatGPT-focused conversion funnels. Our study’s insights are showcased below:

    ChatGPT Conversion Rates by Industry — 2026

    IndustryAverage Conversion Rate
    Addiction Treatment2.9%
    Apparel & Fashion2.8%
    B2B SaaS2.4%
    Biotech2.1%
    Commercial Insurance3.1%
    Construction3.4%
    eCommerce3.0%
    Engineering1.4%
    Entertainment4.7%
    Environmental Services2.0%
    Financial Services1.9%
    Food & Beverage3.4%
    Healthcare4.5%
    Heavy Equipment1.8%
    Higher Education & College4.9%
    Hotels & Resorts7.0%
    HVAC Services3.9%
    Industrial IoT3.9%
    IT & Managed Services2.4%
    Legal Services5.6%
    Luxury Goods1.9%
    Manufacturing3.8%
    Medical Device2.3%
    Oil & Gas3.2%
    PCB Design & Manufacturing2.9%
    Pest Control3.8%
    Pharmaceutical3.2%
    Real Estate2.8%
    Software Development1.8%
    Solar3.5%
    Staffing & Recruiting3.7%
    Transportation & Logistics1.9%

    Key Findings

    • Higher Intent Traffic: I’ve noticed that ChatGPT-influenced traffic consistently boasts higher conversion rates than traditional SEO. This hints that conversational AI effectively pre-qualifies leads, as users express detailed needs through natural language queries.
    • Complexity Impact: It’s fascinating to see that complex industries like Commercial Insurance and Pharmaceuticals achieve higher conversion rates. Surprisingly, simple sectors like eCommerce or Food & Beverage see less dramatic improvements over traditional search. Yet, even high-trust sectors such as Financial Services benefit moderately, as ChatGPT conversion rates surpass those of standard methods.
    • B2B vs. B2C: Interestingly, B2C conversion rates show smaller improvements compared to B2B-focused sectors when stacked against traditional SEO. This suggests a substantial advantage for ChatGPT in navigating intricate B2B sales cycles.

    Conclusion: Requesting a Copy of This Report

    The insights from our report highlight how ChatGPT can significantly boost conversion rates across industries, outpacing traditional marketing channels. With ChatGPT’s continued adoption and the emergence of paid ads, more conversion advantages are on the horizon.

    If you’re keen to get a PDF version of this report or want to learn more about our GEO services, feel free to reach out here.

    Source


    Inspired by this post on First Page Sage Blog.


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  • OpenAI’s New Era: ChatGPT Now Testing In-App Ads

    OpenAI’s New Era: ChatGPT Now Testing In-App Ads

    I’ve noticed that OpenAI is taking a bold new step by introducing ads within ChatGPT. This is the first move toward monetizing its conversational AI, and it feels like a glimpse into the future of AI technology.

    In this initial test, I observed that the ads are being integrated into the app for some users. Unlike cluttered advertising we’re used to, these are clearly defined messages, ensuring they don’t disrupt ChatGPT’s natural interface.

    The details. From what I’ve seen, CNBC reports the ads appear in a distinct location beneath the chat window, keeping them separate from the AI’s responses. This thoughtful format maintains clarity and trust for users like me.

    These ads are shown to both free users and those on the affordable Go subscription. It’s reassuring to know that OpenAI confirms advertisers won’t access our private chats, nor will they affect ChatGPT’s responses. Instead, ads are tailored to suit user needs.

    What else is coming. From insider info via CNBC, OpenAI CEO Sam Altman mentioned a new chat model upgrade is on the horizon, and I’m eagerly anticipating its impact. Remarkably, ChatGPT continues to exceed 10% monthly growth, boasting 800 million weekly users as recently as October.

    Why we care. As a user of one of the world’s largest consumer AI platforms, I find this gradual ad rollout significant. It could reshape how conversational AI is monetized and how brands reach each of us engaging with it.

    The bigger picture. As AI platforms evolve, they are mirroring traditional digital advertising yet posing new considerations regarding placement, privacy, and our trust.

    Bottom line. By officially stepping into the ad world within ChatGPT, OpenAI is exploring how commercial content might harmoniously coexist within conversational AI at a grand scale.

    Dig Deeper. For those interested, OpenAI is reportedly starting ad tests in ChatGPT today (subscription needed).


    Inspired by this post on Search Engine Land.


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  • Google Prioritizes Trust Over Ads in Gemini’s AI Evolution

    Google Prioritizes Trust Over Ads in Gemini’s AI Evolution

    Recently, I was fascinated to learn that Google is taking a firm stance by keeping ads out of Gemini, its conversational AI, for the time being. As the CEO of Google DeepMind, Demis Hassabis, stated, they are focusing on ensuring trust and high-quality assistance rather than pursuing monetization right now.

    What’s New. At the World Economic Forum in Davos, Hassabis confirmed that Google has “no plans” to introduce ads into Gemini just yet. He stressed the significance of improving the AI assistant’s capability and usability across various platforms before thinking about monetizing it.

    The Contrast. This announcement stands in stark contrast to OpenAI’s recent decision to start testing ads in the free and budget-friendly tiers of ChatGPT. Hassabis found this move “interesting” and hinted it might be more about immediate revenue needs than a thoughtful product strategy.

    Why We Care. For me, Google’s consistent decision to exclude ads from Gemini clearly suggests that monetizing AI won’t mimic the strategies we’ve seen in search or social media anytime soon. This cautious approach could initially limit ad opportunities in conversational AI. With competitors like OpenAI exploring ads, advertisers may need to experiment with these formats outside of Google’s ecosystem first.

    Looking ahead, I believe Google’s approach hints at any potential future ad integration in Gemini being more restrained, prioritizing trust and taking longer to scale. This will influence how brands plan their AI-driven media strategies.

    Not the First Denial. Interestingly, this is not the first time Google’s leadership has publicly opposed the idea of ads in Gemini. In December, Google Ads President Dan Taylor clarified that ads wouldn’t be a part of Gemini in 2026, indicating a unified stance on keeping it ad-free, at least for now.

    Trust at Stake. Hassabis also expressed concerns about integrating advertising into such a personal AI assistant. He emphasized that maintaining unbiased and genuinely helpful recommendations is crucial to avoid eroding user trust.

    Bottom Line. It’s fascinating to see Google, a company whose core business revolves around advertising, showing this level of restraint. By keeping AI assistants like Gemini free from ads, at least for now, Google aims to avoid blurring the line between help and influence as it enhances their capabilities.

    Dig Deeper. For more insights, you can check out the detailed article on Google’s AI strategies on Substack.


    Inspired by this post on Search Engine Land.


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  • OpenAI Unveils ChatGPT Ads: A New Era for Conversational Marketing

    OpenAI Unveils ChatGPT Ads: A New Era for Conversational Marketing

    I’ve recently discovered that OpenAI is moving ahead with plans to introduce ads in ChatGPT, aiming for a launch as soon as February. This move signals a quicker than anticipated step into the vast world of advertising.

    What’s happening. It’s fascinating to learn that OpenAI has begun testing these ads with selected advertisers. Unlike the traditional pay-per-click model, they are opting for a pay-per-impression (PPM) approach. The initial test appears limited, with advertisers spending less than $1 million each, and there are currently no self-service buying options.

    Why we care. The introduction of ads within ChatGPT could revolutionize the advertising landscape by integrating with conversational AI. However, it seems that OpenAI’s initial model focuses on securing revenue over allowing advertisers to measure ad performance. Although this PPM model limits traditional performance tracking, it offers a unique opportunity for brands to access a protected, intent-driven space, potentially influencing the future of conversational advertisements.

    Getting involved at this stage might just provide advertisers with the chance to shape formats, pricing strategies, and standards before ChatGPT advertising fully scales up.

    The backdrop. Just last week, OpenAI officially announced its advertising plans. This accompanies the launch of ChatGPT Go, their $8/month ad-supported plan. It’s interesting to note that free users will see ads, unlike Plus, Pro, or Enterprise users – at least for the time being.

    Why impressions. The PPM model secures revenue for OpenAI without user interactions with the ads, but it does offer advertisers limited insight into how their ads perform. OpenAI hinted that user engagement, like follow-up questions regarding sponsored products, could act as a future signal of interaction and possibly, an additional monetization strategy.

    The tension. OpenAI CEO Sam Altman has often described ads as a “last resort.” This raises questions about whether escalating infrastructure costs are speeding up OpenAI’s advertising venture. While CFO Sarah Friar claims that revenue growth matches the increase in compute expenses, critical details about profitability remain elusive.

    Between the lines. Ads will be positioned at the bottom of ChatGPT responses, clearly marked and separated from organic content, which seems like a careful rollout prioritizing user trust while exploring commercial possibilities.

    Bottom line. OpenAI is transitioning swiftly from policy to practice with these impression-based ads, focusing on scale and revenue. Yet, numerous questions about their efficacy, transparency, and future steps linger.


    Inspired by this post on Search Engine Land.


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