Sacha Lefebvre Founder, Paid Ai Search · LinkedIn

The paid channel is moving into the conversation.OpenAI has started rolling out a beta self-serve Ads Manager for ChatGPT, so advertisers can sign up and buy ads that appear inside ChatGPT (OpenAI, “New ways to buy ChatGPT ads,” May 2026).That matters if you run paid for a Shopify brand.Because ChatGPT is not a normal search page.A buyer does not only type “kitchen knife” and scan ten links.They ask a full buying question.”Best Japanese-style chef knife under $150 for a home cook with small hands.”That one sentence carries the product, price, use case, buyer type, and objection.If ChatGPT can compare products inside the answer, the paid moment moves closer to the decision.OpenAI made its first Cannes Lions advertising push this week, pitching ChatGPT ads to marketers as a new ad business (Financial Times, “OpenAI pitches ChatGPT ads to Cannes marketers,” June 2026).Digiday also reported that OpenAI made shopping ads easier for ecommerce brands by using product catalogues, instead of making retailers build every ad one by one (Digiday, “OpenAI makes it easier to run shopping ads in ChatGPT,” May 2026).So the question is not whether this channel is real.It is already being sold.The question is whether your Shopify store is ready for it.Most product pages are built for a human who already clicked.ChatGPT Ads need the product to be understandable before the click.That means clear product names.Clear prices.Clear shipping.Clear reviews.Clear proof behind the claim.If your knife page says “crafted for performance,” that is weak.If it says “8-inch VG10 stainless steel chef knife, 58 HRC hardness, 6.8 oz weight, free sharpening for 12 months,” that gives ChatGPT something concrete to match to the buyer.[screenshot placeholder: ChatGPT response comparing chef knives by price, weight, steel type, and use case]This is the gap I care about.Google and Meta still matter.Keep them running if they are profitable.But ChatGPT Ads are a new place where the buyer asks, compares, decides, and clicks inside the same conversation.I help Shopify brands test ChatGPT Ads while the channel is still early.If I do not beat your current Google or Meta CPA in month one, you do not pay month one.View ChatGPT Ads services at /services.[screenshot placeholder: ChatGPT Ads campaign view showing spend, clicks, conversions, and CPA]Correction policy.If anything in this post is wrong, I will fix it inline and add a Correction line above this notice with the date, what was wrong, what is correct, and the source.No silent edits.