ChatGPT ads go CPC, Meta faces $16B lawsuit, and Microsoft bets on agentic commerce

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Four things moved in marketing this week. Each one points in the same direction: the ad platforms are restructuring themselves around AI, and measurement is not keeping up.

ChatGPT switches from CPM to CPC

OpenAI has activated cost-per-click advertising inside ChatGPT. Bids are landing between $3 and $5 per click. The shift came after CPMs dropped from $60 at launch to as low as $25 in ten weeks, with pilot advertisers reporting they could not spend their budgets.

Two other changes came with the pivot: the minimum spend dropped from $250,000 to $50,000, and a self-serve ads manager is now in testing with a small group of advertisers. ChatGPT ads also now reach logged-out users, which expands available inventory.

The auction is still thin. If you run paid media and have been waiting for ChatGPT ads to stabilize before testing, the lower entry point and CPC model just removed the two biggest barriers.

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⚖️ Consumer Federation of America sues Meta over alleged scam ads

The Consumer Federation of America filed a class action complaint in DC Superior Court on April 21, alleging Meta knowingly profited from scam advertisements across Facebook and Instagram. The lawsuit claims Meta anticipated more than 10% of its 2024 earnings, roughly $16 billion, would come from scam ads, illegal gambling, and prohibited goods.

The complaint further alleges that instead of blocking higher-risk advertisers, Meta charged them more. Whether or not the lawsuit succeeds, it puts a hard number on something the industry has long discussed. If you run legitimate campaigns on Meta, you’re competing for attention in an inventory mix the platform itself allegedly flagged as suspect.

Microsoft builds ad infrastructure for AI agents

Microsoft announced three connected moves under the banner of the agentic web. AI Max for Search campaigns expands query matching and personalizes ad delivery across Copilot and Bing, with an open pilot starting in May. New Offer Highlights ad formats surface selling points like free shipping directly inside AI conversations, not just search results.

The third piece is a Universal Commerce Protocol in Microsoft Merchant Center, which structures product data so AI agents can discover and transact on it automatically. Microsoft’s bet is that a growing share of purchase decisions will happen through agents comparing and buying on behalf of users, not through browsers. If your product data is not structured for machine discovery, you may become invisible to that slice of demand.

IAB: 60–75% of marketers say measurement is broken

The IAB’s State of Data 2026 report, based on a survey of 400-plus senior decision-makers, found that 60 to 75% of buy-side marketers say current measurement tools lack the rigor, timeliness, and trust they need. About half of respondents are already scaling AI within their measurement programs, with more than 70% of the remainder planning to follow.

The IAB estimates that closing measurement gaps could unlock $26.3 billion in media investment and $6.2 billion in industry-wide productivity value. If your measurement stack has not changed in 18 months, it is almost certainly reporting a story that no longer reflects your actual media mix.

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Quick hits

  • xpln.ai and TVision partnered to scale second-by-second CTV attention data into predictive cross-channel models.
  • Google search ranking volatility spiked again from April 21, with aftershocks from the March core update still reshuffling positions.
  • Pinterest’s CPG ROI study found 82% of tested campaigns generated positive incremental returns above media spend.
  • TikTok’s US joint venture secured ISO 27001 certification, formalizing data security controls amid ongoing scrutiny.
  • A Responsible Influence Certification launched with TikTok, 4As, ANA, and IAB backing at $100 per creator for a 90-minute curriculum.
  • Meta’s AI creative tools are reportedly modifying brand ads without explicit consent, and some advertisers are moving spend elsewhere.
  • Google reversed its spam report PII policy on April 24, just weeks after introducing it, another enforcement reversal under community pressure.
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