{
  "id": 18383248,
  "title": "Ads in Chatbots Have Arrived. Here’s What’s Working—and What’s Not",
  "url": "https://urgent.news/2026/11/05/ads-in-chatbots-have-arrived-heres-whats-working-and-whats-not-18383248",
  "topic": "business",
  "section": "Business",
  "published": "2026-11-05T21:37:18.000Z",
  "source": {
    "name": "Wired Business",
    "slug": "wired-business",
    "url": "https://www.wired.com/story/ads-in-chatbots-have-arrived-heres-whats-working-and-whats-not/"
  },
  "original_language": "en",
  "account": "Anthropic, the company behind the AI chatbot Claude, has pledged to keep Claude ad-free despite maintaining a substantial investment of approximately $112 billion from investors. In contrast, the chatbot industry may need to embrace advertising to offset the high costs of generating AI responses. OpenAI leads the pack with over 100,000 customers advertising in ChatGPT since ads launched in February, while Google has expanded ads in its search chatbot AI Mode to ten additional countries, asserting user satisfaction with their relevance.\n\nThe viability of niche chatbot platforms hinges on the potential for advertisements, as they cannot depend on venture capital funding or massive revenues like tech giants. Koah Labs, a startup specializing in AI ad technology, markets itself to over 200 apps, including DeepAI and Liner. Koah's CEO, Nic Baird, has observed that machine-crafted ads, generated partly by AI, generate double the clicks compared to human-generated ads. However, ads grounded in product details and imagery supplied by advertisers yield fewer instances of AI-generated misinformation. Some advertisers, like drugmakers, adhere to government regulations, resulting in weaker ad performance.\n\nBaird suggests that ad technology companies must strike a balance between engaging ads and risk-averse brands' preferences. Chatbots offer more creative ad opportunities, as they can leverage the entire conversation history, including AI-generated responses, to determine ad relevance. Koah receives a user's entire conversation to inform ad display, anonymizing queries and storing them in a de-identified manner. Personalized ads could benefit users and advertisers by providing relevant content post-ad click or enabling retargeting. However, concerns about privacy and intrusive ad experiences remain. Despite the limitations of current ad-supported chatbots, Baird anticipates manufacturers and retailers will leverage chatbots to address customer concerns and streamline support interactions.",
  "summary": "As Anthropic maintains its vow to keep ads out of Claude, the rest of the AI chatbot industry is racing to win over advertisers without antagonizing users.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}