Searchlight is Aztek's marketing news roundup that brings together the week’s most relevant developments in marketing, search, AI, and digital strategy, all in one place. We update this article throughout the week with news we think is worth your time, along with context to help you understand what changed, why it matters, and what it could mean for your business.
This week's topics:
11/3: ChatGPT Is Moving Into the Business Software Companies Already Use
For many of us, using ChatGPT still involves jumping from application to application. You might pull information from one platform, paste it into ChatGPT, and then take the response back to the software where you're actually working. It's useful, but there's still a fair amount of manual work involved.
OpenAI is looking to change that. Through new partnerships with Oracle and ServiceNow, the company is expanding how ChatGPT connects with business applications. The idea is to let employees access information and complete certain tasks directly within ChatGPT, using the systems their companies already rely on.
How ChatGPT's Business Integrations Are Expanding
Oracle is working on a new tool called Oracle AI Workspace that would let employees use ChatGPT to find information stored in Oracle's business software. For example, someone in finance could ask ChatGPT a question about company spending and get an answer using information from Oracle, rather than having to dig through the software themselves.
ServiceNow, which many businesses use to manage IT requests and other internal tasks, is working on something similar. An IT employee could potentially use ChatGPT to look up previous technical issues, figure out how they were handled, and update a support ticket without switching over to ServiceNow.
These features are at different stages of development, so they won't all be available right away. It's also important to understand that connecting business software doesn't automatically give ChatGPT access to everything in it. What ChatGPT can see or do depends on the specific connection and the permissions in place.
What Could ChatGPT Business Integrations Mean for Everyday Work?
Although these partnerships focus on enterprise software, they point to a broader change in how businesses may use AI. Consider how much time employees spend gathering information from different systems before they can actually get something done. A marketing team might need to review campaign reports or find the latest project updates before preparing a client presentation.
With the right integrations, some of that information could eventually be accessible through a single AI conversation. Rather than manually collecting everything, employees could ask questions and work with information from connected applications.
Of course, the experience would depend on which applications are supported and what those connections allow. It's also worth distinguishing between an AI tool that can retrieve information and one that can make changes to business records.
What About Security and Data Privacy?
Giving ChatGPT access to business applications raises questions about what information it can see and what it's allowed to do with that information. Some systems contain confidential financial records or internal business information that isn't meant to be widely accessible. Connecting those systems to an AI platform introduces considerations around who can access that information and whether the AI can take actions on a user's behalf.
OpenAI has outlined permission controls for connected applications, including settings that distinguish between reading information and making changes. The company also states that data from ChatGPT Business and Enterprise workspaces isn't used to train its models by default.
Those protections address some concerns, but they don't eliminate every potential risk. Data handling may involve additional providers, and an AI system's ability to act on information introduces questions about accuracy and unintended actions. The specific risks depend on the integration and how access is configured.
Where Business AI Is Heading
These partnerships suggest that OpenAI sees a future for ChatGPT beyond its familiar chat interface. Instead of employees bringing information to AI, AI may increasingly become a way to interact with the software where that information already lives.
There's still a difference between what's being announced and what businesses can actually use today. Some integrations are in development, and organizations have different requirements for managing their data. For now, the Oracle and ServiceNow announcements offer a useful look at how AI is becoming more closely connected to everyday business operations.
As these capabilities expand, the conversation around AI will increasingly include not only what it can generate, but what it can access and do within existing systems. It's also important to note that businesses don't have to wait to connect their systems with AI. Model Context Protocol (MCP) is a way that organizations can connect AI applications like ChatGPT with external data sources and other systems, all while giving your business more control over security requirements and specific functionality.
11/5: ChatGPT Ads vs. Google Ads: What Early Performance Data Reveals
There's been plenty of buzz around the introduction of ads in ChatGPT. With millions of people turning to AI for product recommendations and research, it's easy to see why advertisers are interested in reaching those audiences. New research, however, suggests ChatGPT ads have some catching up to do when it comes to generating sales.
An October 2026 study found that paid ChatGPT visits generated 64% less revenue per visit than Google Search ads in U.S. traffic. Does that mean ChatGPT advertising isn't worth exploring? Not exactly. The findings offer an early look at how advertising within AI conversations compares to traditional search advertising, and there are some important differences that impact if it's a good fit for your digital advertising strategy.
What the Early ChatGPT Ads Research Found
The study analyzed traffic across nearly 1,900 online retailers. A smaller group of 102 advertisers with complete sales data was used to compare paid advertising performance. The results showed a gap between ChatGPT and Google Search:
- Revenue per visit: ChatGPT ads generated $0.89 compared to $2.45 for Google Search ads.
- Conversion rates: ChatGPT ads converted at 0.37%, while Google Search ads converted at 1.17%.
- Advertiser performance: Among 87 advertisers using both platforms, 97% generated less revenue per ChatGPT visit.
Overall, people who clicked on Google Search ads were more likely to buy something and spent more money than those coming from ChatGPT ads. However, the study only looked at online stores, so the results may be different for businesses that use advertising to get people to request a quote or contact their sales team. It's also worth keeping in mind that the research is still being reviewed, so these findings aren't necessarily the final word.
Why ChatGPT Ads and Google Ads Might Perform Differently
One possible explanation comes down to what people are doing when they use each platform. Think about someone searching Google for "commercial roofing contractors near me." They're probably looking for a company they can contact. Compare that to someone asking ChatGPT what factors they should consider before replacing a commercial roof. That person may eventually need a contractor, but they're still gathering information.
Both interactions could be valuable to an advertiser, although they represent different stages in the buying process. Google also has a considerable head start. Its advertising platform has had decades to develop targeting capabilities and improve how advertisers reach people who are ready to take action. ChatGPT advertising is still relatively new, and its capabilities continue to evolve.
What the Findings Mean for Businesses Considering ChatGPT Ads
The bigger question here isn't whether ChatGPT ads can outperform Google Ads. It's whether the platform can eventually offer a worthwhile return for the audiences they're trying to reach. Advertising costs are an important part of that equation. A platform that generates fewer conversions could still deliver acceptable results if the cost of reaching those customers is low enough.
Businesses also need to consider how customers make purchasing decisions. A manufacturer selling specialized equipment, for example, isn't likely to close a sale immediately after someone clicks an ad. That initial visit might lead to a conversation with a sales representative weeks later.
For those companies, measuring qualified leads and eventual sales opportunities could provide a more useful picture than looking at immediate purchases alone.
AI Advertising Is Growing, but Performance Still Matters
ChatGPT ads represent a new opportunity for businesses to connect with potential customers. As the platform develops, advertisers will have more information to help determine where it fits within their marketing strategies.
For now, the research suggests Google Search advertising maintains a significant advantage in driving purchases among the online retailers studied. Whether that gap will narrow remains to be seen.
