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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 in your advertising and marketing workforce — issues like job 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 wished 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 trade leaders so you possibly can learn to deal with these challenges and harness the ability of AI in advertising and marketing.

Desk of Contents:

The ten Largest Challenges When Implementing AI

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

benefits of using AI in marketing

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This contains challenges associated to the AI methods themselves, processes, workforce buy-in, and extra. We‘re working via the largest challenges and the info that justifies these day-to-day challenges. You’re not the one one feeling the battle.

Listed here are 10 frequent challenges relating to AI in advertising and marketing.

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 corporations depend on advertising and marketing for his or her most artistic concepts: “Whereas artistic concepts can come from any of those sources, the CMO is usually finest 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 want advertising and marketing groups to really feel artistic. However, can AI and advertising and marketing creativity be achieved? We expect 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 marketing 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. Nevertheless, 67% mentioned that entrepreneurs ought to keep away from turning into overly reliant on it.

The problem of turning into too reliant on AI could account for 47% of partially automated buyer journeys, in response to 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 and marketing to a point. In spite of everything, 47% of automated customer support is 100% higher than none.

3. Further Time Commitments

You want a superb enter in order for you a sound output from AI. Which means it’s essential to know what to ask for primarily based in your targets.

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

Like several new ability, prompting AI must be realized 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, when you can immediate AI to ship generative content material that you simply’re blissful to publish, you may 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 unhealthy.

4. Creating Working Processes

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

For those who use AI, you need all workforce members to work with it equally. An AI course of is required to assist get rid of bias and guarantee all the pieces is fact-checked, and it naturally offers finest apply ideas 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 and marketing analysis, we discovered that one of many prime challenges for entrepreneurs implementing AI is pushback relating to inaccurate info.

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

Little doubt, for conscientious entrepreneurs, producing inaccurate info is a legitimate concern and will trigger points for model fame and model/client 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 have to be a problem.

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

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

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

7. Privateness and Information Evaluation

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

Relating to knowledge evaluation, entrepreneurs use AI to research buyer knowledge and perceive person habits. It brings its personal set of challenges.

8. Job Substitute

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

In 2017, a McKinsey report studied issues across the office in 2030 and the way AI may influence it. The report estimated that “between 400 million and 800 million people may very well 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 may discover some pushback when implementing AI together with your workforce in the event that they’re frightened about job safety.

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

Maynard mentioned, “AI will inevitably substitute sure features of conventional advertising and marketing, however by and huge, it should most likely be the tedious, mundane duties, like analytics, that almost all of us aren’t notably captivated with anyway.

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

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

9. AI Bias

AI bias is a problem that almost all 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 influence of knowledge bias will be severe. DataRobot’s 2022 survey discovered that the influence of knowledge bias can lead to 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. Conserving Up with New Traits and Applied sciences

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

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

12 Suggestions for Implementing AI

Okay, now we all know what among the greatest challenges are, let’s learn the way to beat them in a method that helps you attain your advertising and marketing targets whilst you reap all of the AI advantages you’ve heard a lot about.

Listed here are 12 ideas that can assist you do exactly 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 assist easy 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 atmosphere of belief but in addition present our workforce with the principles and laws they want to concentrate on to make use of these instruments successfully and safely. Our ‘AI Code of Conduct’ is about out by every platform we use, with do’s and do not for every device.

“We wish to make our AI coverage a collaborative house. These utilizing AI and different fashions will get to know the platforms in nice element. Making insurance policies a shared effort signifies that we’re extra more likely to have guidelines that can work for our workforce, developed by our workforce, except authorized and moral frameworks as an ordinary.”

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 ought to be clearly defining the info they will and may’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 principles round these challenges have been clearly established, start rolling out GenAI in your advertising and marketing 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.

Inventive roles reminiscent of Copywriting and Graphic Design are comparatively low-risk by way of delicate knowledge versus a CRM Supervisor who needs to make use of GenAI to research buyer suggestions and complaints.

Check and procure low-risk instruments to help these artistic people in boosting productiveness and slashing the time spent on mundane duties whereas guaranteeing 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 enables advertising and marketing leaders to begin implementing AI in a method that feels manageable and secure.

Typically, 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 current tech stack.

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

She says, “When used successfully together with different instruments and expertise of our respective groups, the door is vast open for potentialities. I’d 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 understand essentially the most advantages of AI, in my view, will likely be those that view this tech via a Venn diagram lens. Leveraging this tech alongside together with your current 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 and marketing leaders shut the hole on challenges that hamper creativity. If AI is used as well as to your expert workforce, then there’s all the pieces to realize via 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 will finest help one another.

4. Speak to your workforce.

Communication is, after all, all the pieces! Relating to AI, advertising and marketing leaders can get rid of lots 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 and marketing device that may assist their workflow.

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

She continues, “The concern was comprehensible, nevertheless it was vital to reassure them that the AI instruments are nonetheless underdeveloped they usually can’t create copy that efficiently engages readers on an emotional stage as people do.

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

Montse Cano, Worldwide search engine marketing & Digital Advertising and marketing Guide at Montserrat Cano, shared comparable ideas for overcoming AI challenges. She follows a set of questions and makes use of AI in a method that helps groups.

She shares her course of, “We establish what wants now we have in our workforce that we may meet through the use of AI. Is it code technology, textual content content material concepts, or photos? 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 recurrently talk with our workforce about the advantages of AI and the way it can empower them relatively than threaten them. We additionally intention to offer coaching and sources to assist them develop new expertise and increase their information in areas the place AI is concerned.”

What we like: It might sound easy to counsel communication, nevertheless it’s simply forgotten whenever you’re all busy at work. Cano, Packard, and Larsson have acknowledged the why behind workforce challenges and really helpful how one can clear up this problem via communication, reassurance, and future coaching.

5. Check AI together 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 together 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 wish 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 mentioned, 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 properly 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% via 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’ll 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.

Along 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.

Nevertheless you possibly can create useful content material when 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 subject’ sort prompts.”

In keeping with Smith, there’s extra you are able to do to enhance the standard of content material, he advises you, “Add distinctive photos, 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 will be useful, and it may possibly rank. (And it’s even higher when the info backs up the claims.)

7. Discover the areas the place AI is handiest.

Utilizing AI does not must be an all-or-nothing situation. 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 best directives to get the output we’re searching 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 relatively than producing entire 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. Corporations are undoubtedly utilizing AI to various levels in the course of the content material creation course of.

Some could also be absolutely writing content material with the usage of AI, whereas others are using it for analysis and inspiration. One of the best ways to implement AI in content material is — slowly. Deal with the ‘voice’ that you simply’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 fluctuate primarily based 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 put in writing all the pieces.

8. Experiment fastidiously.

Sofia Inga Tyson, search engine marketing 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 the usage of 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 may have a detrimental influence on the efficiency of current, expertly crafted content material.

I believe it’s actually vital to handle stakeholder expectations on this regard and be sure that these dangers are disclosed to different decision-makers within the enterprise that is likely to be encouraging this strategy for aggressive development.

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

Any experiments ought to be simply that – cautious, intently monitored and saved at a scale meaning it may be reversed if wanted. I believe this strategy will carry lots of content material writers consolation because it demonstrates that you simply’re approaching the usage of AI with warning, not carelessly jeopardizing the net presence you’ve gotten already.”

What we like: Tyson’s holistic strategy to AI covers model fame, the workforce, and stakeholders. She considers the need 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 wish to neglect the all-important high quality verify.

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

Have individuals assessment a pattern of AI output to catch errors, and empower them to place confidence in their very own experience within the course of.”

What we like: Diligence round AI output may decline as groups change into snug with AI utilization. Haataja reminds us to remain aware of high quality and accuracy as AI adoption scales, an vital 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 info sources.

He says, “One vital problem we‘ve confronted at Click on Intelligence when integrating AI is guaranteeing knowledge integrity. AI fashions are solely pretty much as good as the info they’re educated on. Inaccurate or biased knowledge can result in misguided advertising and marketing selections.

“As an illustration, whereas analyzing person habits for an e-commerce shopper, skewed knowledge initially urged a choice for a particular product line. Solely after refining knowledge sources did we understand a extra holistic choice development, thereby recalibrating our advertising and marketing technique.”

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

11. Keep aggressive.

The world of AI is growing 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 persistently 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 will be thrilling and empowering. Testing AI from a spot of experimentation is an effective way to discover AI capabilities together with your workforce. You’ll quickly get a really feel for what helps you and what you possibly can 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 vital obstacles to implementing AI in advertising and marketing. 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 and marketing campaigns. Put money into knowledge cleaning, validation, and knowledge integration instruments to deal with this subject.

Change administration is an extra impediment. Integrating AI can disrupt current 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 mandatory for a easy implementation.

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

What we like: Shee acknowledges that you simply don’t must do all the pieces alone. You may herald consultants and begin with trial initiatives to assist help your workforce via 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 and marketing is all about?), and in the very best case, you have acquired the info to help the success of your AI endeavors. Getting buy-in out of your workforce or stakeholders will likely be simpler once they know AI drives advertising and marketing targets.

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

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