Observed Signal · Nov 13, 2025 · Partnership · Source: Marketecture · Impact: 3/5 · Sentiment: Negative
OpenAI’s Ad Model: Feeds, Not Leads
The article analyzes OpenAI’s evolving ad monetization strategy, arguing that initial monetization will focus on feed-based advertising rather than direct lead generation. It highlights market dynamics for Retail Media Networks (RMNs), citing Bain and eMarketer findings that RMNs are prioritizing first‑party data expansion for targeting (44%) and off-site ad offerings (35%). The piece notes external signals and partnerships, including Walmart’s collaboration with OpenAI on Instant Checkout, and cites Skai data showing Walmart Connect’s spend rising ~30% year over year with a 22% lift in clicks and a 6% increase in CPC. It also discusses OpenAI’s data‑driven initiatives (e.g., Sora, ChatGPT Pulse, Atlas browser) as signals toward near-term ad monetization and frames the broader data arms race among tech platforms. The discussion touches implications for RMNs’ data ownership and potential disintermediation as AI-enabled commerce advances.
High relevance to AdTech RMNs and OpenAI monetization; potential industry impact discussed
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Key Takeaways & Evidence Grounding
- OpenAI's near-term ad monetization model is expected to be feed-based, not leads.
- Bain and eMarketer find RMNs are prioritizing expanding first-party data targeting (44%) and expanding off-site ad offerings (35%).
- Walmart partnered with OpenAI on Instant Checkout.
- Skai data shows Walmart Connect spend up ~30% YoY, with 22% more clicks and 6% higher CPC.
- OpenAI signal moves toward feed-based monetization include signals like the Sora app, ChatGPT Pulse, and Atlas browser.
Connected Companies & Entities
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OpenAI's Ad Revolution Claims vs Product Reality
The article examines OpenAI's emerging advertising business, arguing that the company's rhetoric about an 'intelligence economy' outpaces what advertisers can actually buy today. Current ad placements run in Free and Go ChatGPT tiers as labeled sponsored cards below chat answers, available via a self-serve Ads Manager on CPM, CPC and (recently) CPA pricing. Early metrics (CTR ~0.9–2%) and falling CPMs ($60 to ~$25) suggest novelty-driven demand and limited effectiveness; minimum buy-ins have fallen from $200k to as low as $10k. OpenAI relies on third-party adtech partners (Criteo, Adobe, StackAdapt, Pacvue, Kargo, LiveRamp) and has enticed The Trade Desk's Samantha Jacobson. Competitors like Perplexity and Anthropic have largely avoided or abandoned ads. Investor projections for large future ad revenue exist, but the author is skeptical and expects a modest, mid-sized channel rather than a new third pillar of digital advertising.
OpenAI Racing to Build Its Ads Business
Digiday’s podcast coverage describes OpenAI’s rapid push to build an advertising business. Over the past month the company has signed deals with ad tech partners (Criteo, Smartly), hired former Meta ads leader Dave Dugan to run global ad solutions, begun testing a self-serve ad manager, and deployed pixels to track conversions — while reported ad prices have fallen. The activity follows OpenAI’s ads launch two months earlier and sits alongside heavy projected cash burn (reported projections through 2030), making ad revenue a strategic priority as the company pursues growth and potential public markets. Observers note OpenAI faces entrenched competitors (Google, Meta) and may need to revisit pricing and technology ownership as it scales its ad stack.
OpenAI Chooses Ads Over Innovation Amid Industry Shifts
The roundup highlights AI-enabled shifts in advertising strategy among major brands and platforms. Procter & Gamble is testing a move away from heavy promotional spending toward more investment in innovation and R&D, with CFO Andre Schulten citing increased competitive aggressiveness and planning price increases of about 2% on average to avoid discount wars. OpenAI is intensifying its ads trajectory by hiring from Meta, including Fidji Simo as CEO of Applications, while Sam Altman reflects on ads as somewhat distasteful but not a nonstarter; internally, OpenAI’s post-training prioritizes engagement metrics. Mondelez (Oreo) is applying generative AI to cut ad agency commitments, investing over $40 million to build an AI tool that could save 30–50% on production and will be used for retail media on Amazon and Walmart starting next month, plus TV creatives for future campaigns. The piece notes ongoing debates about AI-generated humans in ads and broader media implications.
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