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10 Challenges Entrepreneurs Face When Implementing AI in 2023 [New Data + Tips]


It’s no secret that embracing AI can include a variety of advantages to your advertising workforce — issues like process automation, time and value financial savings, elevated productiveness, and extra. Regardless of these evident advantages, there’s a lingering reluctance amongst many entrepreneurs to include AI into their methods.

ai challenges represented by a hand holding a sad face and a lightbulb for sparking new ideas

In our report, The State of AI in Advertising and marketing in 2023, we discovered that solely 35% of entrepreneurs use AI of their position. So, we needed to dive into the challenges that entrepreneurs face when working with AI and discover methods to bridge the hole.

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We’ll additionally spotlight skilled perception from business leaders so you may learn to sort out these challenges and harness the ability of AI in advertising.

Desk of Contents:

The ten Largest Challenges When Implementing AI

Together with the advantages of utilizing AI in advertising outlined within the picture beneath, the challenges of implementing AI in advertising are huge.

benefits of using AI in marketing

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This consists of challenges associated to the AI methods themselves, processes, workforce buy-in, and extra. We‘re working by way of the largest challenges and the information that justifies these day-to-day challenges. You’re not the one one feeling the wrestle.

Listed below are 10 frequent challenges in the case of AI in advertising.

biggest AI challenges for marketers

1. Hampering Creativity

64% of entrepreneurs share a typical concern — they imagine that generative AI will alter (40%) or hamper (24%) the creativity of those that use it.

Deloitte Insights discovered that 42% of high-growth firms depend on advertising for his or her most artistic concepts: “Whereas artistic concepts can come from any of those sources, the CMO is typically greatest positioned to be the champion of figuring out and activating these concepts throughout the enterprise.”

With Deloitte Insights’ findings in thoughts, the notion of hampering creativity is a legitimate concern. We’d like advertising groups to really feel artistic. However, can AI and advertising creativity be achieved? We predict so.

Deloitte Insights found that 42% of high-growth companies rely on marketing for their most creative ideas
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In our advertising and AI survey, 36% of entrepreneurs agree that Generative AI will increase the creativity of those that use it.

Maybe the important thing to overcoming the problem of hampering creativity is entrepreneurs utilizing these instruments to get artistic juices flowing.

2. Over-Reliance

Over-reliance on AI instruments is on virtually each marketer’s thoughts.

The overwhelming majority of these surveyed (88%) agreed that entrepreneurs ought to use generative AI. Nonetheless, 67% stated that entrepreneurs ought to keep away from changing into overly reliant on it.

The problem of changing into too reliant on AI could account for 47% of partially automated buyer journeys, in accordance with Ascend2.

The challenge of becoming too reliant on AI may account for 47% of partially automated customer journeys, according to Ascend2.
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If it does, there is a case that AI can nonetheless automate advertising to some extent. In any case, 47% of automated customer support is 100% higher than none.

3. Additional Time Commitments

You want a superb enter if you’d like a sound output from AI. Meaning that you must know what to ask for based mostly in your objectives.

Prompting AI for advertising is yet one more factor so as to add to your swelling to-do listing.

Like several new talent, prompting AI must be discovered and practiced. The excellent news is that the time taken to immediate and use AI could also be a case of short-term ache for long-term achieve.

Primarily based on our analysis, in the event you can immediate AI to ship generative content material that you just’re blissful to publish, you can save as a lot as three hours and ten minutes when engaged on a single piece of promoting content material from begin to end — not dangerous.

4. Creating Working Processes

A contributing issue to the problem of time constraints in the case of implementing AI is creating processes. However, navigating the challenges of AI will likely be simpler with a working course of.

If you happen to use AI, you need all workforce members to work with it equally. An AI course of is required to assist eradicate bias and guarantee every little thing is fact-checked, and it naturally offers greatest observe suggestions to make use of AI instruments effectively.

AI content marketing workflow
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5. Inaccurate Info

In our state of AI in advertising analysis, we discovered that one of many prime challenges for entrepreneurs implementing AI is pushback concerning inaccurate info.

It is unsurprising, contemplating virtually half of the entrepreneurs surveyed have acquired incorrect info from generative AI.

Little question, for conscientious entrepreneurs, producing inaccurate info is a legitimate concern and will trigger points for model status and model/shopper relations.

6. Poor High quality Content material

Just like the problem above, poor-quality content material is a priority for conscientious entrepreneurs. However, there’s an argument that this doesn’t should be a problem.

Creating content material is the second most typical process entrepreneurs use generative AI for. 45% of entrepreneurs surveyed use AI for content material creation, together with writing, pictures, and thought technology.

The highest three makes use of for generative AI in content material embody:

  • Getting concepts/inspiration for advertising content material – 22% of entrepreneurs
  • Summarizing textual content into key factors – 21% of entrepreneurs
  • Writing copy and creating pictures for advertising content material – 20% of entrepreneurs

7. Privateness and Knowledge Evaluation

Equally to the above, there are nonetheless large issues about privateness and knowledge evaluation.

With regards to knowledge evaluation, entrepreneurs use AI to investigate buyer knowledge and perceive consumer habits. It brings its personal set of challenges.

8. Job Substitute

The concern about job substitute has been round for some time, and it’s comprehensible.

In 2017, a McKinsey report studied concerns across the office in 2030 and the way AI would possibly affect it. The report estimated that “between 400 million and 800 million people might be displaced by automation and want to seek out new jobs by 2030.”

The excellent news is the findings are but to come back to fruition. However the concern remains to be there. You would possibly discover some pushback when implementing AI along with your workforce in the event that they’re frightened about job safety.

In 2023, the topic of job substitute and AI is far more constructive. Mike Maynard, the CEO at Napier, printed an article titled Will AI Lead To The Finish Of Advertising and marketing Jobs? in Forbes.

Maynard stated, “AI will inevitably change sure elements of conventional advertising, however by and enormous, it should most likely be the tedious, mundane duties, like analytics, that the majority of us aren’t notably smitten by anyway.

‘The reality is that though AI can probably automate sure duties and enhance effectivity, it’s unlikely to utterly change advertising groups for the foreseeable future.’

There are causes to imagine that AI is right here to resolve duties and can by no means change human groups in advertising. Naturally, advertising leaders have the problem of convincing groups that their jobs are secure.

9. AI Bias

AI bias is a problem that the majority entrepreneurs ought to pay attention to.

In the end, AI will at all times be biased as a result of people are biased. Advertising and marketing leaders must have a plan to rise to the problem of groups inputting bias right into a system.

Bias is a severe consideration and challenges for enterprise, and the affect of information bias might be severe. DataRobot’s 2022 survey discovered that the affect of information bias may end up in as a lot as 62% misplaced income.

DataRobot’s 2022 survey found that the impact of data bias can result in as much as 62% lost revenue

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10. Maintaining Up with New Developments and Applied sciences

The sphere of AI is continually evolving, and it’s rising quick. Entrepreneurs can really feel overwhelmed maintaining with the newest tendencies and applied sciences.

It’s arduous to know what to attempt, prioritize, and make investments your time into. This problem is especially overwhelming when you have enterprise heads pushing your workforce for extra.

12 Suggestions for Implementing AI

Okay, now we all know what a few of the greatest challenges are, let’s learn how to beat them in a means that helps you attain your advertising targets when you reap all of the AI advantages you’ve heard a lot about.

Listed below are 12 suggestions that can assist you just do that.

tips for implementing AI

1. Implement AI insurance policies.

Dan Robinson, Head of Advertising and marketing and e-Commerce at instantprint, recommends that companies implement and implement AI insurance policies to help clean AI implementation.

The options he‘s built-in into instantprint’s AI implementations embody:

“Workers should adhere to the rules we‘ve set out. We nurture an setting of belief but additionally present our workforce with the foundations and rules they want to concentrate on to make use of these instruments successfully and safely. Our ‘AI Code of Conduct’ is ready out by every platform we use, with do’s and do not for every device.

“We need to make our AI coverage a collaborative area. These utilizing AI and different fashions will get to know the platforms in nice element. Making insurance policies a shared effort implies that we’re extra more likely to have guidelines that may work for our workforce, developed by our workforce, apart from authorized and moral frameworks as a typical.”

What we like: Robinson doesn‘t deny the significance of AI insurance policies which can be authorized and moral however doesn’t cease the workforce from including their ideas. With a collaborative effort to develop insurance policies, you’re extra more likely to get buy-in from workforce members.

2. Begin with low-risk AI implementations.

Rosella Dello Ioio, Head of Content material at Enate, says, “Companies needs to be clearly defining the information they’ll and might’t share with private and non-private AI fashions. Contemplate hiring a Chief AI Officer to take the lead on safety and governance throughout the enterprise.

“As soon as the foundations round these challenges have been clearly established, start rolling out GenAI in your advertising division by figuring out all of the individuals whose job includes creating (writing, designing, and constructing) and allow them to discover the very best AI co-pilot for his or her duties.

Artistic roles corresponding to Copywriting and Graphic Design are comparatively low-risk when it comes to delicate knowledge versus a CRM Supervisor who needs to make use of GenAI to investigate buyer suggestions and complaints.

Check and procure low-risk instruments to assist these artistic people in boosting productiveness and slashing the time spent on mundane duties whereas making certain governance protocols are adhered to.”

What we like: It is justified for entrepreneurs to be involved about knowledge and evaluation by AI instruments, however Dello Ioio has discovered an answer that permits advertising leaders to begin implementing AI in a means that feels manageable and secure.

Generally, step one is essentially the most difficult, and as soon as leaders get rolling with AI, they could be impressed to attempt extra.

Have a look at HubSpot’s AI content material assistant for low-risk AI experimentation. It’s free to demo, and you’ll write content material, create emails, touchdown pages, and extra.

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3. Leverage AI alongside your present tech stack.

Cassey Bowden, Director of Advertising and marketing at Promet Supply, recommends that advertising leaders contemplate new AI instruments with present tech and your proficient workforce.

She says, “When used successfully together with different instruments and expertise of our respective groups, the door is large open for prospects. I might encourage people to have a look at AI as an assistive device of their digital toolbox.

Those that will see the very best outcomes and notice essentially the most advantages of AI, in my view, will likely be those that view this tech by way of a Venn diagram lens. Leveraging this tech alongside along with your present tech stack along with your expert workforce, the place these overlap, is the place we’ll discover success.”

What we like: Bowden’s tip may assist advertising leaders shut the hole on challenges that hamper creativity. If AI is used as well as to your expert workforce, then there’s every little thing to realize by way of collaboration.

Contemplate taking the very best of AI and the very best of that all-important human contact and discover the areas the place they’ll greatest assist one another.

4. Discuss to your workforce.

Communication is, after all, every little thing! With regards to AI, advertising leaders can eradicate a variety of AI challenges with workforce buy-in and communication.

Jessica Packard, Content material Technique Supervisor at ClockShark, discovered that some reassurance allowed her workforce to see AI for what it’s; a advertising device that may help their workflow.

Packard says, “Initially, my workforce of copywriters was apprehensive about how AI may probably change their work within the group.”

She continues, “The concern was comprehensible, but it surely was necessary to reassure them that the AI instruments are nonetheless underdeveloped and so they can not create copy that efficiently engages readers on an emotional stage as people do.

It’s additionally necessary to indicate them how leveraging AI might be helpful to their work, from brainstorming content material concepts to assist writing artistic titles and meta descriptions.”

Montse Cano, Worldwide website positioning & Digital Advertising and marketing Advisor at Montserrat Cano, shared comparable suggestions for overcoming AI challenges. She follows a set of questions and makes use of AI in a means that helps groups.

She shares her course of, “We establish what wants we now have in our workforce that we may meet by utilizing AI. Is it code technology, textual content content material concepts, or pictures? Then, assess present sources to check and validate outputs, i.e., do we want any coaching, rent another person.”

Johannes Larsson, Founder and CEO at Johannes Larsson, provides to the significance of communication with an onus on common comms and empowerment.

Larsson says, “We commonly talk with our workforce about the advantages of AI and the way it can empower them moderately than threaten them. We additionally goal to supply coaching and sources to assist them develop new expertise and increase their data in areas the place AI is concerned.”

What we like: It may appear easy to recommend communication, but it surely’s simply forgotten once you’re all busy at work. Cano, Packard, and Larsson have acknowledged the why behind workforce challenges and really useful how one can clear up this problem by way of communication, reassurance, and future coaching.

5. Check AI along with your workforce.

In keeping with the significance of speaking to your workforce, Kevin Miller, co-founder and CEO of GRO, encourages entrepreneurs to enhance their workflow effectivity with AI.

He began with a stable purpose, bettering his workforce’s effectivity by 400%, and labored along with his workforce to doc AI success.

Miller shares his story, “We experimented with ChatGPT earlier this yr to enhance writing effectivity for long- and short-form content material creation.

For our purchasers, we need to produce the highest-quality work attainable to assist them develop their area authority and on-line visitors, so automation was a pure technique to pursue that purpose. That being stated, it is not a one-stop-shop device.”

He continues, “Aiming to enhance workflow effectivity by 400% by leveraging AI instruments, we requested writers to adapt their workflows and provides suggestions on how nicely ChatGPT helped enhance their writing and deliverability.

Though we didn’t hit these marks due to many pure obstacles and limitations of the software program, we elevated workflow effectivity by 200% by way of content material templates and analysis help.

ChatGPT is improbable for content material technology and evaluation, however can‘t do the work alone. It’s nonetheless part of lots of our writers’ workflows to make use of as they see match, and I’m assured that it’s going to proceed to develop in capability and use.”

What we like: Miller and his workforce have experimented with ChatGPT and actively discovered that AI can enhance workforce effectivity. We particularly like the extent of involvement Miller’s workforce had in AI experimentation.

Together with his workforce reporting again on their AI suggestions, we really feel Miller was extra more likely to get buy-in from workforce members.

6. Get your processes locked down.

Adam Smith, founding father of The Content material Machine, has mastered AI prompts. His take a look at web site was simply 30 days previous and boasted over 36,000 clicks and over 1 million impressions. All of his content material was created utilizing AI.

Adam Smith, founder of The Content Machine, has mastered AI prompts. His test website was just 30 days old and boasted over 36,000 clicks and over 1 million impressions. All of his content was created using AI.

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Smith says, “I’m utilizing completely un-edited AI content material, straight from ChatGPT. There is a large false impression that AI content material is garbage or rubbish.

Nonetheless you may create useful content material in the event you get your ChatGPT processes locked down! You are not going to be creating high-quality content material with ‘write me a 1,500 phrase article on x matter’ sort prompts.”

In response to Smith, there’s extra you are able to do to enhance the standard of content material, he advises you, “Add distinctive pictures, add inner hyperlinks to different contextually related weblog posts, add as a lot schema as attainable, and embed associated YouTube movies.”

What we like: With a well-thought-out prompting course of, Adam Smith has proved that AI content material might be useful, and it may well rank. (And it’s even higher when the information backs up the claims.)

7. Discover the areas the place AI is handiest.

Utilizing AI does not must be an all-or-nothing state of affairs. Yow will discover the alternatives or duties that AI is most able to fixing; then you are able to do the remaining.

Sara Cooper, Director of Net Technique at SimPRO, discovered that her workforce discovered AI most helpful at producing headlines or sections of copy.

Copper says, “One of many greatest challenges has been feeding AI the appropriate directives to get the output we’re on the lookout for and studying to not ask for an excessive amount of from AI upfront.

For instance, because the workforce has began to leverage AI to generate extra content material throughout our web site, it‘s clear that it’s handiest when supporting the personalization of headlines or sections of copy moderately than producing complete touchdown pages from scratch.”

Jessica Ruane, Senior Content material Supervisor at Beekeeper, echoes Cooper. Ruane says, “A giant problem that surrounds AI is successfully using it in Content material Advertising and marketing. Firms are positively utilizing AI to various levels through the content material creation course of.

Some could also be absolutely writing content material with using AI, whereas others are using it for analysis and inspiration. One of the simplest ways to implement AI in content material is — slowly. Deal with the ‘voice’ that you just’d like to make use of, and experiment with rewriting phrases to get began.”

What we like: Ruane and Cooper agree that there’s a spot for AI in content material writing. Equally, they’re each seeing the position of AI range based mostly on what entrepreneurs discover extra helpful. Think about using AI for various duties and discover what works for you and your workforce. AI doesn’t have to write down every little thing.

8. Experiment fastidiously.

Sofia Inga Tyson, website positioning Content material Editor at Juro, resolves the AI problem of high quality and model with cautious experimentation and full disclosure to key stakeholders.

Tyson says, “There are actually issues about using AI in content material methods diluting the standard and general authority of the web site.

Companies are sometimes eager to experiment with AI to scale their content material manufacturing however content material writers are naturally fearful that AI-generated content material at scale can have a detrimental affect on the efficiency of present, expertly crafted content material.

I feel it’s actually necessary to handle stakeholder expectations on this regard and be certain that these dangers are disclosed to different decision-makers within the enterprise that is perhaps encouraging this strategy for aggressive progress.

I additionally suppose it’s necessary to be cautious about AI-generated content material as a result of the true affect gained’t be felt instantly. It might be months and even years earlier than the content material is evaluated negatively based mostly on the standard or use of AI.

Any experiments needs to be simply that – cautious, carefully monitored and saved at a scale meaning it may be reversed if wanted. I feel this strategy will deliver a variety of content material writers consolation because it demonstrates that you just’re approaching using AI with warning, not carelessly jeopardizing the web presence you’ve gotten already.”

What we like: Tyson’s holistic strategy to AI covers model status, the workforce, and stakeholders. She considers the will to leverage AI with the wants of the workforce who use it. We love the reassurance for all concerned when experimentation is monitored fastidiously.

9. Monitor high quality and accuracy.

When you’re arrange and utilizing AI, you don’t need to neglect the all-important high quality test.

Annika Haataja, Head of website positioning at Seeker, says, “As you increase your use of AI, don‘t neglect to observe high quality and accuracy. Everyone knows that AI can generally make errors, which can damage adoption if groups don’t belief the outcomes.

Have individuals evaluate a pattern of AI output to catch errors, and empower them to think about their very own experience within the course of.”

What we like: Diligence round AI output may decline as groups turn out to be comfy with AI utilization. Haataja reminds us to remain conscious of high quality and accuracy as AI adoption scales, an necessary reminder for all of us.

10. Refine your knowledge sources.

Simon Brisk, Director at Click on Intelligence Ltd., discovered AI bias a problem. Curiously, they discovered higher knowledge as soon as his workforce refined the information sources.

He says, “One important problem we‘ve confronted at Click on Intelligence when integrating AI is making certain knowledge integrity. AI fashions are solely pretty much as good as the information they’re skilled on. Inaccurate or biased knowledge can result in misguided advertising choices.

“As an example, whereas analyzing consumer habits for an e-commerce consumer, skewed knowledge initially urged a desire for a particular product line. Solely after refining knowledge sources did we notice a extra holistic desire pattern, thereby recalibrating our advertising technique.”

What we like: Brisk’s expertise with AI bias reveals the potential affect and the answer. By recalibrating knowledge sources, Click on Intelligence may recalibrate its advertising technique based mostly on dependable knowledge.

11. Keep aggressive.

The world of AI is creating quick. Chris Stott, Director at Seven Advertising and marketing, recommends staying forward of AI developments.

He says, “Staying forward of the competitors is paramount. It is important for us to constantly ship distinctive worth. This implies rigorously testing all AI software program to maintain us on the leading edge and assure that we offer top-tier outcomes to our purchasers.”

What we like: Incorporating AI into your methods might be thrilling and empowering. Testing AI from a spot of experimentation is an effective way to discover AI capabilities along with your workforce. You’ll quickly get a really feel for what helps you and what you may stay with out.

12. Overcome knowledge integrity and alter administration.

Jessica Shee, Senior Tech Editor and Advertising and marketing Content material Supervisor at iBoysoft, shares the significance of overcoming knowledge integrity and alter administration.

She says, “Change administration and knowledge integrity are two important obstacles to implementing AI in advertising. For correct AI-driven insights and decision-making, it’s important to make sure high-quality, pure knowledge.

Misaligned knowledge may cause inaccurate forecasts and ineffective advertising campaigns. Spend money on knowledge cleaning, validation, and knowledge integration instruments to deal with this situation.

Change administration is a further impediment. Integrating AI can disrupt present workflows and require workforce members to amass new expertise. Clear communication about the advantages of AI and coaching workforce members to domesticate acceptance and proficiency are crucial for a clean implementation.

Working with AI consultants, integrating groups in decision-making, and beginning with trial initiatives will help combine AI whereas resolving difficulties. A scientific technique, continuous coaching, and clear communication guarantee a smoother transition and optimize AI advertising advantages.”

What we like: Shee acknowledges that you just don’t must do every little thing alone. You may herald consultants and begin with trial initiatives to assist assist your workforce by way of AI implementation challenges.

What’s stopping you from implementing AI?

Contemplate this: 70% of entrepreneurs contemplate it simple or considerably simple to measure the success of promoting automation, so give it a go.

Within the worst case, you‘ve run an experiment (and isn’t that what advertising is all about?), and in the very best case, you’ve got obtained the information to assist the success of your AI endeavors. Getting buy-in out of your workforce or stakeholders will likely be simpler after they know AI drives advertising targets.

Plus, with the highest suggestions from advertising leaders, you’ll begin with the absolute best insights to make AI and advertising an absolute success.

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