ChatGPT’s paid traffic is worth far less than Google’s
Paid ChatGPT visits generated 89 cents in revenue per session, compared with $2.45 from paid Google Search.
Paid ChatGPT visits generated 89 cents in revenue per session, compared with $2.45 from paid Google Search.
20 ads may all test the same idea. Better performance comes from changing the variables that give the algorithm something new to learn.
OpenAI is expanding ChatGPT ads with visual formats and better measurement, but bots are already inflating click through numbers.
A persistent identifier could improve ChatGPT ad measurement while creating new questions about consent and the personal data behind it.
Nearly 81% of consumers who use chatbots for online shopping have decided against a purchase based on AI guidance.
Marketers have a short-term opportunity to test inexpensive inventory while keeping most of their resources on Google.
IAB finds advertisers spending more and adapting to AI-driven discovery, but their ability to measure those new customer journeys is lagging.
OpenAI is making ChatGPT ads easier to buy. That's a long way from proving advertisers will spend the $100 billion it projects for 2030.
Prioritize tests where uncertainty has real financial consequences, then use the results to guide decisions long after the test ends.
ChatGPT Ads work differently from other ad platforms. Here’s what early campaigns reveal about CPCs, targeting, measurement, and performance.
Marketing artificial intelligence (AI)
Product carousels and AppsFlyer attribution give ChatGPT more of what performance marketers need to move beyond experimental ad buys.
Time is serving ads directly to AI crawlers, a strategy that could reshape how brands influence AI-generated answers.
Semrush found only 15% of ChatGPT categories have a consistent brand leader, underscoring how difficult AI visibility is to sustain.
AI is reshaping the assumptions behind decades of marketing strategy, making some familiar playbooks less reliable.
More budget doesn't guarantee better results. The strongest campaigns prove they work before they scale.
Marketing artificial intelligence (AI)
OpenAI is testing multi-advertiser placements in ChatGPT while adding new targeting and campaign tools that expand its ad platform.
The strongest campaigns connect creative, media, search, and measurement into a single demand generation strategy.
Treating generative search as business as usual risks shrinking the very market search marketers should be expanding.
New research reveals a growing gap between how often people use AI search and how much they trust it.
Google is giving retailers new AI visibility metrics in Merchant Center, offering a closer look at how products surface in conversational shopping results.
New guidance from IAB Tech Lab aims to help publishers and content owners decide how to manage AI crawlers, bots, and other non-human traffic.
Website traffic is losing ground as the primary success metric while AI visibility and lead quality take center stage.
Dell sees rising traffic from AI platforms, but the impact remains inconsistent as search continues to drive most ecommerce performance.
Consumers are more willing to trade data for better recommendations, but they are very clear about what the red lines are.
From prompt engineering to data quality, SEO still depends on human input — even with AI's expanding capabilities.
Marketing artificial intelligence (AI)
The IAB Tech Lab’s new protocol aims to create payment rails for AI systems using publisher content, potentially reshaping how information is valued online.
AEO traction may be hiding in your archive — here’s how to reformat evergreen content so AI models can quote, lift and surface it.
Early signals from Airbnb suggest visitors arriving via AI assistants are more likely to book, hinting at a major shift in how high intent traffic is discovered and measured.
Marketing artificial intelligence (AI)
As AI becomes the front door to discovery, Google and OpenAI are taking very different paths to embed advertising into the experience.
ChatGPT ads mark a shift from keyword intent to behavioral understanding, changing how relevance, creative and measurement work.
Data signals a tougher discovery era as AI cuts repeat searches, concentrates traffic, and leaves publishers with fewer opportunities.
OpenAI thinks ads in conversations are more valuable than clicks, but marketers have big questions about data, attribution and whether the price is worth it.