Ad Nauseum: Are AI algorithms hurting ad performance?

Increasing use of AI-generated content & data can decrease production of original content, while simultaneously increasing the volume of deductive and AI-generated content, say experts

by Shantanu David
Published - September 19, 2023
5 minutes To Read
Ad Nauseum: Are AI algorithms hurting ad performance?

As we navigate the oft murky depths of the internet and digital media, sailing from content to information, and weaving between news and retail; that is when it happens.

Ad nauseum, whether it’s the act of repeating something to the point of aversion or the effect of seeing the same ad for air fryers for days after having innocuously Googled ‘healthy French Fries’ that one time, seems to be occurring more frequently. And you can blame it, as you can most things according to certain talking heads these days, on the advent of Artificial Intelligence.

“AI plays a big role in digital ads, making things smoother and better. But there's a worry that AI might make ads too similar because it only uses similar data,” observes Sanjeev Jasani, COO, Cheil India.

And that’s only what’s happening at the metaphorical shop front. Things behind the counter have the potential to get a lot messier. And that’s even as more advertisers, publishers, and media merchants pivot towards the inarguable efficacy and application of AI technologies.

Ghosts in the machine

Agreeing with the universal sentiment that AI is the next big thing, Shashidhar Sharma, Country Head – Programmatic, GroupM Nexus, says the utilization of AI and its inherent ability to analyze extensive data sets for extracting insights has led to a multitude of practical applications, and increased revenue generation, and thereby has a consequential impact.

“However, the possibility of the data sets themselves being biased does exist. An increasing use of AI-generated content and data has the potential to decrease the production of original content, while simultaneously increasing the volume of deductive and AI-generated content. Subsequently, this heightens the risk of content loops, which impacts advertising and programmatic vastly as we advertise pertinent content trying to reach out to relevant users. If content loops or echo chambers become predominant, users will progressively shift away from them and seek out original content that provides up-to-date and contextually accurate information.”

Siddhant Mazumdar, Head, Mediabrands Content Studio – India, says that Artificial Intelligence unquestionably has the potential to generate echo chambers across various applications. “With the proliferation of AI-generated content, there's a concern that AI may end up primarily curating content created by other AI systems, sidelining human involvement. This scenario presents a somewhat dystopian perspective. As AI content becomes indistinguishable from human-created content, it becomes increasingly challenging to ascertain its source.”

Indeed, consumers today have been exposed to different forms of echo chambers for a while now. It’s not (just) that people in your digital surroundings think like you and agree with your views on so many things, excellent as you may view them to be.

“Social media platforms, for instance, employ AI algorithms that repetitively serve content or products based on users' preferences, limiting exposure to diverse viewpoints. This phenomenon can also occur in conversational chatbot experiences, where strong biases or one-sided information may dominate, offering limited exposure to counter viewpoints,” says Mazumdar.

“Similarly, if data bias creeps into the way we use algorithms within digital advertising, the subsequent insights will be impacted. The risk is high, but the solution is also a continuous process that should start immediately. AI/ML should be approached with the understanding of what insights to use, which trigger points we optimize for, and what target user persona we are aiming for. If we lose vision as stated above, we do run the risk of deductive data sets being repetitively used, reducing the efficiency drastically,” says Sharma.

The Exorcists

Jasani says to fix this we need to use different types of data and AI that shows different ideas. “This way, ads can be more interesting and work better. Advertisers and publishers should prioritize responsible AI usage. Regular data audits, transparency in algorithms, and continuous monitoring are key. Human oversight is essential to ensure that AI-driven ads resonate with the intended audience while respecting ethical and cultural boundaries,” he says.

In Sharma’s opinion, publishers should explore the potential of AI capabilities for fine tuning the content rather than creating it from scratch. “I would emphasize on the significance of original content which has never been more crucial and should be given due attention. The usage of original content with AI supporting the mechanism by throwing in research insights would be my recommendation.”

Mazumdar adds that subject matter experts with neutrality in mind can supervise or guide AI content creation, ensuring it remains grounded in human sensibilities. “Looking ahead, AI platforms should ideally provide tools that allow users to control the extent of AI involvement in the processing, empowering everyone to have greater control over the outcome. This balance between AI and human oversight will be vital in maintaining the impact and human touch of ads.”

Sharma also says that advertisers should have checks and balances in place to ensure user persona mapping is done accurately so that biased or inaccurate insights do not impact the overall strategy.

So while echoes are definitely growing in the void that is digital media, there is still a chance to curb that while we still have our hands on the remote.

Epilogue

Mitesh Kothari, Co-founder and Chief Creative Officer, White Rivers Media sums it up, saying, “AI is a mixed bag in today's ad world. On one hand, it helps us pinpoint our target audience, refine our advertising campaigns, and enhance efficiency through machine-learning techniques. On the other hand, it can also steer you into an echo chamber of comparable concepts.”

“Remember, in this data-driven age, staying on top of your datasets and keeping a finger on the pulse of consumer sentiment is crucial. Use AI to craft ads that speak directly to your audience, striking that perfect balance between its advantages and pitfalls.”

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