ChatGPT Ads & AI Search Ads

ChatGPT Ads Agency: Advertising Inside AI Assistants

ChatGPT Ads and other AI search ads put your brand in front of people while they ask an AI assistant what to buy, who to hire or how to solve a problem. Enso Labs plans, buys and measures ChatGPT Ads, Google AI Mode ads and other AI assistant placements for brands and agencies, with senior strategists setting the plan and AI agents doing the repetitive work.

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The Market Signal, November 2026

729K
US AI-assistant prompts about “ChatGPT Ads” in a month · Profound, Oct 2026
874K
US prompts about “AI search ads” in a month · Profound, Oct 2026
+130%
AI-assistant traffic to US retail sites, holiday 2026 forecast · Adobe, Sep 2026
83%
Faster campaign launches at a pharma agency · Enso Labs result

What Changed in 2026

In May 2026 OpenAI opened new ways to buy ChatGPT Ads: a self-serve Ads Manager in beta, click-based (CPC) bidding next to impression-based (CPM) bidding, and conversion measurement through a Conversions API or pixel. OpenAI says answers stay independent of ads and advertisers see only aggregated results. Google is testing clearly labeled ads in AI Mode. For the first time, a brand can pay to appear at the moment someone asks an assistant for a recommendation.

That is a new channel, not a new search box. The questions are longer, the intent is clearer and the answer next to your ad shapes what people believe about you. That is why we plan paid placements together with AI search optimization, so the ad and the organic answer tell the same story.

What Audiences Ask AI Assistants About AI Ads

We size demand inside AI assistants, not only in Google. In October 2026, US users asked ChatGPT and Gemini about “AI search ads” and “ChatGPT Ads” hundreds of thousands of times, and Black Friday and holiday ad questions were already climbing. More than half of ChatGPT Ads conversations ask the assistant to make something, from ad copy to campaign plans, so the same buyers want both: a place to advertise and a faster way to make the work.

What US audiences ask AI assistants about AI advertising, October 2026Monthly prompt volume in thousands from Profound Prompt Volumes, phrase match, US, October 2026. AI search ads 874K, ChatGPT Ads 729K, Black Friday ads 225K, AI Mode ads 111K, ChatGPT Ads agency 98K, ChatGPT Ads cost 96K, holiday advertising strategy 82K, advertise on ChatGPT 48K.AI search ads874KChatGPT Ads729KBlack Friday ads225KAI Mode ads111KChatGPT Ads agency98KChatGPT Ads cost96KHoliday advertising strategy82KAdvertise on ChatGPT48K
Monthly prompts, US, phrase match · Source: Profound Prompt Volumes, October 2026

What We Do

Holiday and Black Friday 2026: AI Assistants Are Now a Shopping Channel

Adobe forecasts a record 2026 holiday season online, with Cyber Monday on November 30 as the biggest shopping day. The fastest-growing source of shoppers is AI: Adobe expects AI-assistant traffic to US retail sites to rise 130% year over year, with the sharpest jump on Thanksgiving. Shoppers now ask ChatGPT and Gemini for gift ideas, comparisons and the best deal before they open a retailer’s site.

Forecast growth in AI-assistant traffic to US retail sites, holiday 2026Adobe Digital Insights forecast, September 2026, year over year: full season +130%, Thanksgiving +159%, Black Friday +95%, Cyber Monday +88%.+130%SEASON+159%THANKSGIVING+95%BLACK FRIDAY+88%CYBER MONDAY
AI-assistant traffic to US retail sites, year over year · Source: Adobe Digital Insights 2026 holiday forecast, Sep 28, 2026
  1. This weekCheck what AI assistants say about your hero products and fix the pages they cite.
  2. Before ThanksgivingLaunch a focused ChatGPT Ads test on your highest-margin gift and deal questions, with tracking live from day one.
  3. Cyber WeekAgents watch pacing and creative daily; people shift budget toward what converts.
  4. December–JanuaryExtend winners into last-shipping-day and returns-season questions, then read the results into your 2027 plan.

For Regulated Brands and the Agencies That Serve Them

Pharma, healthcare and financial services brands can’t treat a new ad channel as an experiment without guardrails. We check each platform’s category policies before anything launches, route every ad through your compliance review, such as MLR, and keep an audit trail of what ran, where and why. Agencies can bring us in to run AI assistant advertising for their clients under their own brand. See AI for Agencies and regulated industries.

How We Work

ChatGPT Ads are one part of our wider AI advertising and media practice, led by our principal, Sav Banerjee, who began his career in advertising and media strategy. In one pharma agency engagement, our agent-led approach cut campaign launch time by 83%, from three months to two weeks.

Frequently Asked Questions

What are ChatGPT Ads?

ChatGPT Ads are paid placements shown to people while they use ChatGPT. OpenAI says the ads are kept separate from ChatGPT’s answers, conversations stay private and advertisers see aggregated results, not individual chats. Enso Labs plans, buys and measures ChatGPT Ads for brands and agencies.

How do I advertise on ChatGPT?

To advertise on ChatGPT, a business registers in OpenAI’s self-serve Ads Manager, which OpenAI began rolling out in beta in May 2026, or works through an agency or ad-tech platform that buys ChatGPT Ads. Advertisers set budgets, bids and pacing, and can bid on impressions (CPM) or on clicks (CPC). Enso Labs sets up the account, the bidding and the measurement, and runs it as a managed service.

How much do ChatGPT Ads cost?

ChatGPT Ads cost what you bid and budget: OpenAI sells them on impression-based (CPM) and click-based (CPC) bidding, so spend is set by your bids, budget caps and pacing. Enso Labs starts with a small, time-boxed test with a clear stop rule, then scales only what converts.

What are AI search ads?

AI search ads are paid placements inside AI assistants and AI search results, such as ChatGPT Ads and the ads Google is testing in AI Mode. They appear next to an AI-generated answer, so the organic answer and the ad must tell the same story. Enso Labs plans AI search ads together with AI search optimization.

How do you measure ChatGPT Ads?

ChatGPT Ads are measured with OpenAI’s Conversions API or a pixel on your site, which report conversions in aggregate. Enso Labs connects that data to GA4 and your CRM and compares ChatGPT Ads with search, social and retail media in one attribution framework, using incrementality tests where spend allows.

Can we use ChatGPT to make our ads, too?

Yes, and many people already do: more than half of AI-assistant conversations about ChatGPT Ads ask the assistant to make something, from ad copy to campaign plans. Enso Labs uses AI agents to draft and test creative against your brand rubric, and people approve every ad that runs, with compliance review for regulated brands.

Are ChatGPT Ads right for regulated brands such as pharma or financial services?

Sometimes. Pharma, healthcare and financial services brands must check each AI platform’s ad policies for their category and run every ad through their own compliance review, such as MLR, before launch. Enso Labs builds that review into the workflow, so regulated brands can test AI assistant ads without adding new risk.

Should ChatGPT Ads be part of our Black Friday and holiday plan?

For many retail and consumer brands, yes. Adobe forecasts a record 2026 holiday season online, with Cyber Monday on November 30 as the biggest day and traffic from AI assistants to US retail sites up 130% year over year. Enso Labs builds holiday advertising strategies that cover paid placements in AI assistants and the organic AI answers shoppers see first.

Be in the Answer When People Ask

Tell us what you sell and who you sell it to. We’ll show you which AI assistant questions are worth paying for and how to measure them.

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