Playbooks

What Is Conversational Advertising?

Ads placed inside live AI conversations — contextual, intent-based, and always clearly labeled. Here's how the category works, how it's being regulated, and where Thrad fits.

For Advertisers

Reach buyers inside AI conversations

Reach people while they're mid-decision, matched to what they're actually asking, across the AI apps and chatbots your customers already use.

For Publishers

Monetize your chat interface without breaking trust

Native, contextual ads that stay clearly labeled and never interfere with the AI's own answer.

How it Works

Why conversational advertising is becoming its own category

AI conversations are quickly becoming a default first stop for research and recommendations — not inside one assistant, but across a growing list of them: ChatGPT, Claude, Gemini, Perplexity, and a wave of purpose-built AI apps. Each is starting to open a version of this same question: what does it look like to advertise inside a conversation, rather than around one?

The industry is moving to answer it. On August 18, 2026, IAB published its AI Transparency & Disclosure Framework V2, a risk-based, materiality-driven standard for when and how AI involvement should be disclosed across advertising and marketing — covering AI-generated text, imagery, video, audio, synthetic voices, digital twins, and AI-powered consumer interactions. It lands alongside a wave of new law: New York's synthetic performer disclosure law took effect in June 2026, California's SB 942 on August 2, and Article 50 of the EU AI Act the same day. The regulatory direction is clear. What's still missing is a standard built specifically for an ad served inside a live AI conversation — not a synthetic image, not a generated video, but a sponsored placement sitting next to an AI's own answer, in real time.

That's the gap conversational advertising sits in, and the gap Thrad was built around: advertising infrastructure for AI conversations — a combined demand- and supply-side platform connecting brands to AI apps and chatbots through contextual, intent-based ads, always clearly labeled as sponsored and withheld from sensitive conversations. As Thrad CEO Andrea Tortella has put it, the goal is "aggregating conversational surfaces wherever they may be across the internet, across the walled gardens, across the long tail."

  1. Read the conversation

    Conversational advertising starts with what's actually being discussed right now: the question someone just asked, the intent behind it, the context of the conversation so far — not a static keyword or a demographic segment.

  2. Match with sponsored intelligence

    A relevant, labeled placement is matched to that moment in real time. Thrad calls this sponsored intelligence: a recommendation delivered with the same context and timing as the AI's own advice, while staying honestly, visibly separate from it.

  3. Label it, always

    Every placement is disclosed as sponsored and withheld from sensitive conversations, by default — not as an afterthought once regulation catches up, but as the baseline the category needs to earn trust.

Common questions

Conversational advertising, explained

What is conversational advertising?

Conversational advertising is advertising placed inside a live AI or chat interface — a conversation with an LLM, a chatbot, an AI search assistant — rather than on a static page or in a social feed. The ad is matched to what's actually being discussed, in real time, and shown as a clearly labeled sponsored element alongside (not inside) the AI's own response. It's a different surface from search, display, and social because the "page" is a private, dynamic conversation that's different every time it happens.

How is conversational advertising different from "ChatGPT ads" specifically?

ChatGPT ads are one implementation of conversational advertising — OpenAI's own ad product inside ChatGPT. Conversational advertising is the broader category of sponsored placements in AI apps and chatbots. Thrad lets advertisers manage ChatGPT campaigns alongside its own integrated AI inventory. Availability depends on the publisher.

Read our full ChatGPT Ads guide

What does Thrad mean by "sponsored intelligence"?

It's the difference between an ad that interrupts and one that's actually useful in the moment. A labeled, contextual placement inside an AI conversation can carry the same relevance and timing as the AI's own recommendation — sponsored intelligence is that idea: advertising that earns its place in the conversation by being genuinely relevant, while staying clearly, honestly marked as paid.

How is conversational advertising disclosed to users?

IAB's AI Transparency & Disclosure Framework V2 (Aug 18, 2026) sets out a risk-based approach to AI disclosure broadly, including "AI-powered consumer interactions," but it doesn't yet define a disclosure standard built specifically for an ad served inside a live AI conversation — that's still an open question the industry is working through. Thrad's own standard doesn't wait for that to be finalized: every placement is labeled as sponsored, and ads are withheld entirely from sensitive conversations.

See how we approach safety

Who's already running conversational ad campaigns?

Brands already live on Thrad span consumer health, telecom, and global CPG — including Betadine, Türk Telekom, and Mars.

See our brand case studies

What's next for conversational advertising?

As conversational advertising develops, publishers and advertisers will need clearer standards for context matching and disclosure. Thrad’s approach is to let brands manage campaigns across supported publishers through one platform.

IAB disclosure workshop

Next step

Ready to put conversational advertising to work?

Advertisers can run campaigns across Thrad’s AI inventory. Publishers can integrate sponsored placements into their chat products.

What's the call about?