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The Answer Engine Battles: Navigating the ChatGPT Ad Rollout

The Answer Engine Battles: Navigating the ChatGPT Ad Rollout

AEO/GEO AEO/GEO, AI, AI & Emerging Technology Consulting, Media Strategy & Planning, Paid Search, Performance Media 4 min read
Profile picture for user Tory Lariar

Written by
Tory Lariar
SVP, Paid Search

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The wait is over: OpenAI has officially announced they are moving into the testing phase for ads. As of January 16, 2026, the company confirmed it is beginning to test ads in the U.S. for logged-in adult users (18+) on the Free and the newly launched ChatGPT Go ($8/month) tiers. Here’s what brands need to know as this long-speculated move unfolds.

OpenAI confirms initial ad details.

OpenAI is proceeding with extreme caution to protect the “answer independence” that makes the platform valuable.

  • Placement & Format: Ads are contextual text ads located at the bottom of the chat response. They will be clearly labeled as "Sponsored" and physically separated.
  • Privacy & Opt-Outs: OpenAI promises not to sell user data to advertisers or make conversations accessible to them. Users who want more control over their experience and their data can turn off personalization, clear ad data, or opt for a paid, ad-free tier (as of launch, this will include Plus, Pro, Business, Enterprise, and Edu).
  • The Demographics: The ad-supported audience will likely skew young, based on OpenAI’s research study of consumer ChatGPT usage. Gen Z is dominant among demographics on the platform. The study shows 58% of adults under 30 use ChatGPT consumer plans, and their activity makes up a large volume of conversations: nearly half of all messages come from users under 26. Adoption drops to just 10% for users over age 65.
  • Pricing & Access: No public self-service advertising platform exists yet. OpenAI has not released pricing or an application process to join the tests, but early reports indicate a pay-per-impression (PPM) pricing model will be used, with up to seven-figure media commitments.

The rollout follows a strategic path.

While official details are sparse, our analysis of the rollout suggests a specific trajectory will be most likely:

  1. Vertical-Specific Testing: Initial tests will likely be an invite-only closed beta for enterprise brands focused on the D2C vertical. We expect industries like Retail and Travel to be emphasized. They have high-intent data feeds that are easily mapped to AI queries, making them a common first testing ground for other answer engines releasing new products and new experiences in the last few years.
  2. The "Perplexity" Precedent: Like early tests on Perplexity, we expect initial placements to be limited—potentially only one advertiser per answer experience—to maintain a premium feel and support their “answer independence” philosophy. ChatGPT head Nick Turley said in an interview last year that any ad experience would need to be "tasteful" to avoid disrupting the experience, fueling this likelihood.
  3. Activating via Contextual Intent: OpenAI has described the eventual ad experiences as contextual to the conversations. Given the fluidity of a "conversation" with ChatGPT and the evolutions of the search industry overall, we suspect that instead of bidding on specific keywords, advertisers will likely be bidding on specific prompts and target personas.
Image of a man in a t-shirt using an LLM engine from his cell phone.

Prepare, don't just wait.

Brands are hungry for placement in this space, but ChatGPT ads won’t be a fit for every advertiser. All brands should first consider the alignment with their target market before making a plan to invest. Per the demographics above, there is a risk of a demographic mismatch for brands in B2B, or those that target middle-aged or senior demographics. The users seeing ads (Free/Go tiers) are statistically more likely to be students or early-career professionals. Plus, while all LLM adoption tends to correlate with higher educational attainment and greater household income, the most tech-savvy users are more likely to be using the ad-free Pro/Business tiers. While ChatGPT usage has grown exponentially, that doesn’t mean your target audience is spending a notable amount of time on the platform.

Currently, we are advising brands to embrace the "duality of visibility" in their AI answer engine strategy. You cannot succeed in Paid without a solid Organic foundation, so our recommendations for brands is to prioritize the below.

Step 1: Prioritize AI Visibility (AEO/GEO)

If your brand isn’t cited in the organic response, your ad will feel like an intrusion. Increase your odds of getting cited organically by optimizing your:

  • Content Density: LLMs prefer "dense" data over marketing fluff. Focus on long-form FAQs, transparent pricing, and competitor comparisons.
  • Technical Readiness: Ensure Server-Side Rendering (SSR) and Schema markup are implemented so bots can easily digest your site.
  • Permit Crawling: Verify that your robots.txt is not blocking GPTBot or Google-Gemini.

Step 2: Define Your Persona Strategy

Determine exactly what questions and contexts you want your brand to show up for. Optimize your on-site content to answer those specific prompts. Ensure your brand has a presence on “source” sites that AI trusts, such as Wikipedia, YouTube, and high-authority community forums.

Step 3: Budget for Experimentation

As the testing expands beyond the initial invite-only phase, brands should have “test-and-learn” funds ready. Success in the conversational AI space will require a different set of KPIs than traditional search, focusing on intent alignment rather than just click volume. The right KPIs and tools will be critical to bringing AEO (answer engine optimization) and traditional search (both paid and organic) data together to make it easier to understand holistic trends for engaged consumers in your industry.

Optimize to ensure long-term visibility.

The launch of ChatGPT ads increases the available real estate for advertisers to reach engaged, intent-rich consumers. While this will only be accessible to a select set of advertisers in the near term, every brand should compare their target audience to ChatGPT’s user base to understand the growth opportunity for them on the platform. In the meantime, brands who invest in answer engine optimization (AEO) will be poised for the strongest positioning and performance once advertising opens up more broadly. Use an in-depth guide to engine optimization to begin testing your AI readiness and measure your baseline performance, and be ready to strike when the opportunity becomes available.

OpenAI begins testing ChatGPT ads. Learn what brands should prepare for ahead of rollout, including how to optimize your brand for AI answer engines (AEO/GEO). OpenAI begins testing ChatGPT ads. Learn what brands should prepare for ahead of rollout, including how to optimize your brand for AI answer engines (AEO/GEO). ChatGPT paid search Generative Engine Optimisation (GEO) Answer Engine Optimization Paid Search AI & Emerging Technology Consulting Media Strategy & Planning Performance Media AEO/GEO AI

mAI Colpevoli • Exposing Victim Blaming with ChatGPT

  • Client

    Sephora

  • Solutions

    SocialSocial CampaignsVideo (TV/CTV)AI & Emerging Technology Consulting

A mission to pioneer change with Sephora.

Sephora approached us with a mission to address the pressing issue of violence against women through a purpose-driven social campaign. Our goal was to challenge cultural biases that fuel victim blaming, showing the collective responsibility of this phenomenon and the total innocence of victims of violence, and also highlight Sephora's steadfast support for women's freedom and self-expression. Launched on International Day for the Elimination of Violence Against Women, our campaign, titled “mAI colpevoli,” was born. Translating to “never guilty,” the campaign is meant to challenge the status quo by exposing how common victim blaming is.

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Case Study

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Using AI to expose toxic societal ideologies.

We produced various media formats and edits for both the teaser phase and the maintenance phases of the campaign. Each film recounts distinct and typical episodes of violence: at home, in the workplace and in a bar setting. To authentically portray the harsh realities of the daily abuse that women endure, we began by gathering reliable data from the internet as well as analytics using artificial intelligence. We relied on ChatGPT to create three scripted monologues, realizing that the AI ends up blaming itself—underscoring the pervasive victim blaming that has become the default response to one’s story of gender-based violence. Because AI learns through imitation, this intentional exposure of artificial intelligence and its outputs, shaped by online user data, aims to encourage the audience to reflect on the impact of their online and in-person behaviors.

Championing a voice for the voiceless.

Together with Sephora, our goal was not only to show support for women but also to ignite transformative change by prompting viewers to rethink their immediate response to accounts of gender-based violence. Through the use of artificial intelligence, we aim to provide unequivocal support to victims who were, without a doubt, "never guilty," despite societal conditioning suggesting otherwise.

Digital looking image of a women who sits in a living room. And the logo from Sephora in white on top.

Recognition

  • The Drum: “A trio of videos from the beauty giant Sephora italy to illuminate a uniquely human problem: the enduring prevalence of female oppression around the world".
  • Vogue: "Monologues [...] that provide food for thought with dual objectives: to stir consciences and to encourage greater awareness among women".
  • Best Ads on Tv: "This campaign demonstrates how deeply ingrained victim blaming still is in our culture and how necessary it is to raise awareness and talk about it".
  • 1x The Drum Awards for Marketing EMEA

  • 5x Lovies

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