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LLM ad formats in 2026: cards, product ads, prompts and agents

By the AnswerBid teamVerified 13 October 20262 min read

Short answer

In 2026 the main LLM ad formats are ChatGPT's standard ad card and product feed ads, ads inside Google AI Overviews, Microsoft Copilot ads including Showroom ads, and AI chat app formats such as sponsored cards, follow-up prompts, carousels and polls. ChatGPT Sponsored Agents, where a conversation with a business starts from an ad, are a limited alpha.

The formats

FormatWhereWhat it showsStatus
Standard ad cardChatGPTAdvertiser name, logo, title, short description, square image, linkLive
Product feed adChatGPTProduct image, title, rating, price, sale price, brandLive
Sponsored AgentChatGPTA conversation with an AI representative of the business, started from an adLimited alpha
Ads in AI OverviewsGoogleText and shopping ads from existing campaignsLive in the US and 11 more markets
Showroom adsMicrosoft CopilotBrowsable product experience with filtersLive
Card, Prompt, Carousel, PollAI chat apps via ThradInline card, branded follow-up question, product row, interactive pollLaunched June 2026

Which formats suit B2B

  • The standard ChatGPT ad card, with one landing page per buyer topic, is the workhorse for B2B software and services
  • Product feed ads suit e-commerce and catalogues, less so complex B2B offers
  • Sponsored Agents are worth watching for products that need a guided conversation
  • AI Overview ads come with your Google campaigns; you can't target or report them separately

Creative specs to plan for in ChatGPT

  • A title of up to 50 characters and description of up to 100 characters
  • A square image
  • A landing page that matches the topic, readable by OpenAI's ad crawler
  • Several ads per ad group, so the system can learn which works

Questions

Can we use video in LLM ads?

Not in ChatGPT's standard format in October 2026. Check each platform's current specifications before producing creative.

Which format should a B2B company start with?

The standard ChatGPT ad card, grouped by buyer topic, with a matching landing page per group.

Facts checked against the sources below on 13 October 2026. Platforms change quickly: if something here no longer matches what you see, tell us and we will update it.

Sources

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