Category: ChatGPT

ChatGPT’s $100M Ad Success: Self-Serve Launch in April
As I dive deeper into the world of ChatGPT, I’m amazed to learn that OpenAI’s latest innovation has already hit the milestone of $100 million in ad revenue, and we’re on the brink of more exciting developments.

Just six weeks into the ad pilot, it’s clear that OpenAI is just getting started with its rollout, showing ads to less than 20% of eligible users in the US free and Go tiers daily.

The numbers are impressive. Over $100 million in annualized ad revenue has been generated with a mere fraction of the potential ad capability being tapped.

To break it down:
- Only 20% of eligible users see ads, yet the figures are astonishing.
- 85% of Free and Go users qualify to see ads, hinting at enormous future growth.
- More than 600 advertisers have already hopped on board.
Looking forward to what’s next. In April, self-serve advertiser access is set to launch, which will no doubt broaden the landscape further.
- We’re on track for self-serve access in April.
- Expanding geographically into Canada, Australia, and New Zealand is on the horizon.
- Dave Dugan, formerly of Meta, has been brought on board to drive ad sales.
Why it matters to me. ChatGPT’s swift growth to $100 million in revenue illustrates a substantial opportunity, particularly since the ad inventory is set to expand dramatically.

April’s self-serve access is a game-changer, opening up the platform to many more advertisers beyond the 600 brands currently engaging. It’s reminiscent of the early days of search and social ads—getting involved early could be very rewarding.

Focusing on ad quality. OpenAI reports that less than 7% of ads are considered ‘low relevance’ by users. Improving this figure is a priority, which is reassuring as user trust is crucial.

The broader picture. Ads are pivotal for OpenAI’s path to going public. With projections to earn over $17 billion from ChatGPT users by 2026, ads from the free user base will play a significant role.

The bottom line is clear. Generating $100 million from just 20% of potential users in six weeks suggests a strong early market signal. As self-serve access launches and the audience grows, those who are hesitant may soon realize the platform’s potential.

Inspired by this post on Search Engine Land.
March 27, 2026
Is Your Ad Spend on ChatGPT Working? Here’s the Uncertain Truth
As I explore the burgeoning ad platform of ChatGPT, it’s clear that its potential isn’t quite ready to fulfill the demands of performance marketing just yet. Many early adopters, myself included, are facing challenges with proving the impact of our advertising dollars.

The big picture. According to insights from The Information, ChatGPT’s advertising options offer scant data and are devoid of automated purchasing tools. This severely limits our ability to determine if the money we’re spending is making any significant difference.

What advertisers are dealing with. I found digital marketer Glenn Gabe’s breakdown of the issues particularly telling:
- No easy, automated method for buying ad space — everything from deals to negotiations still happens through traditional means like phone calls, emails, and spreadsheets.
- Lack of substantial performance data to properly assess our campaigns.
- Feedback from two agency executives mirrors my experience — there’s no measurable proof that these ads translate into business results for our clients.
Why I care. Delving into ChatGPT as an advertising channel means leaping without a safety net. The absence of performance metrics leaves us in the dark when it comes to ROI validation. Although OpenAI plans to scale ads to all US free users soon, the essential measurement tools are sadly lagging behind.

Jumping in at this stage requires one to manage expectations clearly — treating any foray as an experimental budget rather than a reliable performance avenue.

What’s on the horizon. I’m informed that OpenAI intends to display ads to all US users on the free and affordable ChatGPT versions in the coming weeks — marking a notable expansion from its current pilot. Advertisers are also advised to boost performance by offering more text and visual creative variations.

The irony. OpenAI, known for developing cutting-edge AI, still relies on basic tools akin to spreadsheets for ad reporting. It’s quite ironic and frustrating.

The bottom line. Despite the soon-to-be-expanded audience reach of ChatGPT ads, the infrastructure necessary to prove their value remains lacking. Those of us currently involved are spending with limited insight — essentially paying to float in the unknown.

Credit. Much appreciation to Gabe for sharing key points from The Information’s article on X.

Dig deeper. For those eager for more detail, the full article ‘OpenAI’s First Advertisers Can’t Prove ChatGPT Ads Work’ is available (subscription needed) at The Information.

Inspired by this post on Search Engine Land.
March 23, 2026
Unlocking ChatGPT’s Shopping Trigger Secrets

I recently embarked on a fascinating journey to explore how ChatGPT’s Shopping feature is activated. It’s intriguing how product categories seem to play a more significant role compared to purchase intent language.
In my analysis of 1.18 million prompts, supported by a detailed review of 7,500 labeled examples, I discovered a notable pattern. Prompts that specifically mention shippable consumer goods are highly likely to trigger Shopping cards. However, prompts about software, services, travel, and financial products almost never have the same effect.
I noticed that adding specific constraints, like price, features, or intended use, boosted the chances of the Shopping trigger, though only within the confines of product categories.
The process boils down to a straightforward rule: if the primary noun in your prompt is something you could easily buy on Amazon, there’s a good chance the Shopping feature will appear. Using this logic, I developed a classifier that can replicate ChatGPT’s Shopping behavior with an impressive accuracy of around 95–97%.

Inspired by this post on Try Profound Blog.

March 18, 2026
Unlocking the Future: OpenAI’s New Ads Manager for ChatGPT

As someone who’s been following OpenAI’s journey, I’m excited to share that they’re laying the groundwork for ChatGPT’s advertising business. These early steps reveal that OpenAI has more work to do to measure up against major players like Google when it comes to performance and ROI.
What’s happening. OpenAI has started testing an Ads Manager dashboard with a select group of partners, confirmed by sources at ADWEEK. This tool, aimed at marketers, allows for real-time campaign launching, monitoring, and optimization, drawing parallels with the established digital advertising management platforms.
Why it matters to me. OpenAI is building a self-serve advertising ecosystem around ChatGPT with the Ads Manager, in preparation for AI assistants becoming a significant channel. As conversational search becomes more prevalent, I believe it’s crucial for marketers like us to consider visibility in AI-driven responses, expanding beyond traditional platforms like Google Search.
Getting in on this early means we could gain unique insights into performance, formats, and optimization strategies within this fresh advertising landscape.
How it works now. For now, early testers are receiving weekly CSV performance reports, which include metrics like impressions and clicks. It’s evident that the ads product is in its initial stages, and more advanced analytics and tools are likely as the program matures.
The challenge: Initial tests indicate click-through rates for ChatGPT ads are lagging behind those of Google Search, marking a significant hurdle for OpenAI as they strive to showcase the value of advertising within conversational AI.
The cost of entry. Reports suggest that some early advertisers are being asked to commit a minimum of $200,000 in spend, significantly raising the stakes for OpenAI to deliver demonstrable performance and ROI.
Between the lines. Building an effective ad ecosystem entails more than just ad inventory. As marketers, we expect comprehensive reporting, optimization tools, and reliable performance — areas where established platforms like Google have a considerable head start.
The bottom line. OpenAI is laying the foundation for a revolutionary advertising platform within ChatGPT. The challenge is whether they can persuade brands to reallocate budgets by proving that conversational ads can compete with traditional search results.

Inspired by this post on Search Engine Land.

March 16, 2026
OpenAI Enhances Privacy with New ChatGPT Ad Features

I’ve been following the latest updates from OpenAI, and they recently made some significant changes to their privacy policy, especially with the introduction of ads in ChatGPT. These updates are designed to allow advertisers to run personalized ads while ensuring that our chats remain private and secure.

OpenAI shared these updates with ChatGPT users, detailing how ads will function within the platform and clarifying what data is accessible to advertisers. It’s a refreshing assurance that our personal interactions remain confidential.

Why this matters to me. Privacy is paramount, and OpenAI emphasizes that personal chats and histories remain shielded from advertisers. They utilize anonymized engagement signals for ad personalization, ensuring advertisers can target relevant users without accessing sensitive information.

This method allows advertisers to evaluate the performance of their ads within a privacy-first framework, fostering user trust.

Ads in ChatGPT For users like me on Free and Go plans, ads might start appearing, but if you opt for paid tiers like Plus, Pro, Enterprise, Business, and Education, you can enjoy an ad-free experience. OpenAI promises clear labeling and separation of ads from chatbot responses.

Importantly, the content generated by ChatGPT remains unbiased and unaffected by these advertisements.

How ad targeting is handled. OpenAI uses in-platform signals such as ad interactions to personalize ads, but advertisers do not get access to our conversations, chat histories, or personal information.

Advertisers receive only aggregated metrics like total views or clicks, ensuring our personal data stays protected.

Additional privacy updates A new feature allows for optional contact syncing, helping us connect with friends who also use OpenAI services. It’s up to us whether to enable this feature.

They also provided more transparency on data storage durations, processing methods, and user control options, helping us understand our data management better.

Safety and product enhancements. The update encompasses new safety tools and age prediction systems aimed at ensuring a safer environment for teenagers. Documentation for new features like Atlas, Sora 2, and parental controls for teen accounts has also been included.

The bottom line. With the expansion of advertising in ChatGPT, OpenAI is committed to maintaining strict boundaries concerning user privacy, offering advertisers valuable insights without infringing on personal conversations or data.

This update was first spotted by Paid Media expert Arpan Banerjee, who shared insights on LinkedIn. It’s a promising move towards privacy-centric advertising in AI-powered platforms.

Inspired by this post on Search Engine Land.

March 9, 2026
Get Ready for ChatGPT Ads: A New Era in Demand Capture
I’ve been keeping an eye on the latest developments in AI advertising, and it’s time to prepare for something big: ChatGPT ads are on the horizon. As consumers shift towards shopping through AI prompts, ChatGPT could potentially rival search as a powerful demand-capture channel, leading to a redirection of ad budgets.

Recently, OpenAI began testing ads in ChatGPT for a limited group of U.S. users, clearly marking these placements as sponsored content. Based on the platform’s internal dynamics, it won’t be long before this feature becomes widely available.

As advertisers, we have a unique opportunity to tap into a fresh demand-capture channel. However, it’s crucial to approach this space with clear expectations and understanding.

For ChatGPT advertising to truly succeed, consumer behaviors will need to evolve. And even if they do, remember that ChatGPT won’t expand the market but rather, redistribute it.

Why ChatGPT is Embracing Ads

It’s no shock that ChatGPT is moving towards advertising. Running an LLM query is estimated to be ten times the cost of a simple search query. With users generating 2.5 billion prompts daily, expenses pile up swiftly.

The core difference here isn’t just a model shift; it’s the data landscape. Over the years, users have fed personal information into ChatGPT, giving it insights unmatched by traditional advertising tools. The burning question is how ChatGPT will use this data to target its users effectively.

Advertisements have traditionally relied on repetition to generate demand, whereas search meets buyers with intent. ChatGPT might forge a similar path, equipped with more user context.

Imagine this: asking which security camera works with a certain system and receiving an informed answer and purchase link because the platform already knows about your existing setup.

Should this happen, ChatGPT could be the first new demand-capture channel since Google’s PPC ads launched two decades ago. Yet, obstacles remain.

Today’s AI queries largely lack buying intent, serving more informational needs. When buying happens, the conversion tracking might fall short due to users completing purchases on platforms like Amazon or Google after doing their research on ChatGPT.

Don’t be discouraged; such challenges are surmountable. Google’s journey from a homework help tool to shopping powerhouse wasn’t overnight. Likewise, ChatGPT will need time to educate consumers about shopping through AI.

While a brand-new demand-capture platform is exciting, have realistic expectations about its potential.

Market Share Reality Check

Despite the capabilities of AI, it won’t expand the advertising marketplace. ChatGPT ads won’t magically bring a wave of new consumers.

Instead, it will capture pieces of the existing market shared by Google, Meta, and Amazon. It’s more about shifting budgets rather than expanding them.

Competition will be fierce, particularly with Google’s AI platform, Gemini, presenting a formidable challenge. Market consolidation seems inevitable as AI races towards profitability.

The Differentiator: Hyper-Personalization

AI’s true edge might be in hyper-personalization. With their vast knowledge of user preferences, these platforms can deliver perfectly tailored recommendations.

This feature could make AI incomparable, offering personalized results seamlessly. However, this comes with risk, as hyper-personalization might feel invasive to some users.

If AI can maintain trust and avoid crossing privacy boundaries, its personalized convenience will likely be favored by most.

Steps to Take Now

While widespread ChatGPT advertising is still on the horizon, preparation is key. Here’s how to get ahead:
- Align on Measurement: Consider research-heavy metrics and assisted conversions.
- Optimize Mobile UX: Ensure a smooth, fast purchasing experience to avoid loss in demand capture.
- Plan Early Tests: Testing carries risks but can provide an early competitive edge.
Being strategic now will set the stage for success when ChatGPT advertising becomes fully operational.

Inspired by this post on Search Engine Land.
March 9, 2026
OpenAI Rethinks ChatGPT Shopping: A New Approach to Purchases
I recently came across an intriguing development: OpenAI is revamping its strategy on how ChatGPT handles online shopping. Initially, the plan was to allow purchases directly through ChatGPT, but now it seems transactions will be moving to retailer apps connected via ChatGPT, according to a report from The Information.

Why I find this important: ChatGPT is striving to evolve beyond just a discovery tool. While it excels at helping people find products, actual purchases aren’t keeping pace. This trend indicates that the power of AI is currently more influential in the product consideration phase rather than conversion.

What happened: OpenAI initially intended to let users buy products directly from ChatGPT’s search results. However, an OpenAI spokesperson has stated that their Instant Checkout service will now be handled through Apps within connected services rather than ChatGPT itself.
- The focus will now shift to enhancing product search and discovery capabilities within ChatGPT.
- OpenAI will also continue its collaboration with Stripe on the Agentic Commerce Protocol to support these app-based transactions.
The shift: Research by OpenAI showed that while users explore products using ChatGPT, they often finalize purchases elsewhere. According to the report, only a handful of merchants fully utilized the native ChatGPT checkout feature.
- In September, OpenAI had touted Instant Checkout as a significant opportunity, mentioning plans for U.S. users to purchase items from Etsy and future expansions to Shopify and beyond.
In the meantime, Shopify’s president, Harley Finkelstein, recently noted that only about a dozen Shopify merchants are utilizing AI tools. This number is quite small relative to Shopify’s entire merchant base, despite the company’s support for integrations with ChatGPT, Gemini, and Copilot.

What I’m watching for: Will OpenAI manage to elevate ChatGPT’s value as a platform for discovering products without being involved in the actual transaction? Additionally, how will OpenAI’s approach to commerce align with its advertising goals? If transactions remain external, monetizing product discovery via ads might become crucial.

Why the change is occurring: According to Leigh McKenzie, director of online visibility at Semrush, two factors are hindering agentic commerce: infrastructure and trust. Normalizing real-time catalogs across vast SKU numbers is a complex issue Google tackled with Merchant Center. Moreover, consumers tend to trust familiar checkout processes like Apple Pay, Google Wallet, and Amazon.

Further reading: To dive deeper, check out the full report on OpenAI’s scaled-back shopping plans for ChatGPT, available via The Information (subscription required).

Inspired by this post on Search Engine Land.
March 6, 2026
Revealing Trends: Only 10% of ChatGPT Prompts Trigger Shopping

After tracking an incredible 2 million ChatGPT prompts, I found a surprising trend: shopping appears in less than 10% of them. Diving deeply into the data over nine months, it was clear that a staggering 79% of prompts simply never activated a shopping response.

What intrigued me further was the persistence of those that did trigger shopping. There was an impressive 83% chance they would do so again the following day. However, this persistence isn’t indefinite. Model updates seem to wash away those triggers overnight.

In my quest to understand these patterns, I analyzed 26 million prompts across 13,000 categories. The goal was to pinpoint where shopping emerges, how reliable this occurrence is, and what insights this holds for brands shaping their strategies on a platform where responses are sparsely shopping-oriented.

Inspired by this post on Try Profound Blog.

March 5, 2026

Unlocking ChatGPT Ads: 2026 Industry Conversion Insights

As I delve into the world of ChatGPT Ads, I’ve noticed that OpenAI has started experimenting with these ads in the U.S. However, we’re still in the early stages and concrete data about advertiser outcomes is sparse. To bridge this gap, I’ve projected conversion rates for ChatGPT ads by analyzing existing differences in conversion rates between organic and paid channels. My insights draw from our detailed reports on PPC vs. SEO Conversion Rates and Organic ChatGPT Conversion Rates. Below, you’ll find a table presenting these projections.

ChatGPT Ads Conversion Rates by Industry

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Industry	Average SEO Conversion Rate	Average Google Ads Conversion Rate	ChatGPT Organic Conversion Rate	Projected ChatGPT Ads Conversion Rate
Addiction Treatment	2.1%	1.1%	2.9%	1.5%
Biotech	1.8%	0.7%	2.1%	0.8%
B2B SaaS	2.1%	1.0%	2.4%	1.1%
Commercial Insurance	1.7%	0.9%	3.1%	1.6%
Construction	1.9%	1.9%	3.4%	3.4%
E-commerce / Retail	1.6%	1.3%	3.0%	2.4%
Financial Services	2.2%	0.3%	1.9%	0.3%
Higher Education & College	1.4%	1.7%	4.9%	6.0%
HVAC Services	3.3%	1.8%	3.9%	2.1%
Industrial IOT	2.2%	0.9%	3.9%	1.6%
Legal Services	4.4%	2.2%	5.6%	2.8%
Manufacturing & Distribution	3.0%	1.0%	3.8%	1.3%
Medical Device	3.1%	0.9%	2.3%	0.7%
Oil & Gas	1.7%	1.5%	3.2%	2.8%
PCB Design & Manufacturing	2.3%	1.4%	2.9%	1.8%
Pharmaceutical	2.0%	1.4%	3.2%	2.2%
Real Estate	2.8%	0.8%	2.8%	0.8%
Solar Energy	2.7%	1.9%	3.5%	2.5%
Transportation & Logistics	1.4%	1.1%	1.9%	1.5%

ChatGPT Ad Conversion Rates: Highest and Lowest

Chatgpt Ads Conversion Rates Highest And Lowest

ChatGPT Ad Conversion Rates: What to Expect

Right now, ChatGPT Ads are visible only to adult users in the U.S. who are logged in and using either the Free or Go subscription tiers. As OpenAI expands its advertising reach, I anticipate several shifts in user behavior worth noting:

Power users of ChatGPT, those on Plus, Pro, Business, or Enterprise plans, might see these ads if OpenAI extends to paid tiers. However, I foresee lower conversion rates in these cases since such users often utilize ChatGPT for tasks like code generation, data analysis, or marketing copywriting rather than searching for products or services.
Initial advertising rates should be fairly low to capture a wide user base, fostering dependency. But, just like Google, Meta, and LinkedIn ads experienced, I expect costs to rise as more adopters join in.
With advancements in agentic AI, advertising could broaden to include sponsored alternatives or upsells. Imagine users planning travel on ChatGPT receiving suggestions for sponsored destinations as extras.