AI small business marketing promises are everywhere, but does AI truly produce actionable, successful marketing plans? While AI offers some degree of efficiency and a remarkable ability to evaluate information at lightning speed, it’s becoming evident that something is not working when AI marketing goes awry. Recently we have faced some new challenges as a marketing firm that mirror challenges faced by many clients.
In our AI Visibility Webinar earlier this year, we shared a significant statistic from APA’s 2026 Chatbots and Mental Health Survey: 77% of psychologists say they have patients who have talked with them about using AI. Nearly two in five (39%) have had patients who used AI to self-diagnose. APA’s own analysis notes that patients who seek advice or a diagnosis from AI before consulting a psychologist may be less open to information that contradicts what they already believe. When a client arrives at a session after discussing their concerns with an AI chatbot, they often feel certain they’ve identified the problem and what treatment should look like. The therapist still needs to understand the person’s history, ask questions, and consider information the chatbot may never have received in order to help them, but client expectations have been changed by AI.
Something similar is happening in small business marketing. AI can produce an impressive SEO strategy, recommend advertising campaigns, and create months of content in minutes. For a business owner balancing daily responsibilities with running their business, that efficiency is appealing. It can also make it seem possible to move directly into marketing without completing the research and planning that should come first.
One important part of AI that we all need to understand is that it’s built to confirm and validate. That means users are getting feedback from AI that tells them they are right, their ideas are incredibly good, and they are on the right track. However, without enough expertise on a subject any user, no matter the topic, can come away from an AI interaction with information that is inactionable or, in some cases, dangerous.
We’re not saying AI should not be used for marketing whatsoever. We do caution against falling into some of the common traps and ending up worse off than when you started. Here’s what to know:
AI Can Skip the Questions a Marketing Professional Would Ask
A therapist wouldn’t recommend treatment based solely on a client’s initial explanation. Professional judgment involves understanding the situation before deciding what approach makes sense.
Marketing requires a similar assessment. Imagine arriving at a marketing consultation with an AI-generated plan recommending a website redesign, daily social media posts, and Google Ads. The recommendations sound reasonable, and you may have already started implementing them. However, you may not be getting new clients.
An experienced marketer will have an approach to help them discover why your website receives adequate traffic yet visitors aren’t requesting appointments. Often this is due to bypassing a very basic SEO best practice like your specialties aren’t clearly explained, or prospective clients can’t find information about insurance and availability.
In that situation, spending more money to attract visitors will accomplish very little. That’s where professional experience matters. AI often goes directly to recommendations without enough information to make them actionable or effective. A marketer who has worked through similar problems in the past can recognize when a proposed tactic is premature and when a less obvious issue deserves attention. The most valuable marketing advice you need may be the recommendation to complete work you didn’t realize was missing.
A Marketing Plan Needs Priorities Before It Needs Activities
Once AI produces a strategy, it’s tempting to measure progress by how much you’ve completed. You have a publishing schedule, a list of keywords, and social media posts ready for the next three months. It feels productive, but completing marketing tasks doesn’t necessarily mean you’re moving closer to attracting clients.
Consider a therapist opening a private practice. AI recommends weekly blog posts, daily social media updates, and a Google Ads campaign. After several months of consistent work, inquiries haven’t increased. What AI misses is determining how prospective clients actually search for the therapist’s services and what influences their choice of provider.
A marketing professional will know that a practice that relies heavily on local referrals might benefit more from improving their local SEO. Another may already receive enough inquiries but need a better scheduling process, while yet another business may need to optimize their landing pages. These decisions should shape the marketing plan before the owner commits to months of content production or advertising expenses. For small business owners with limited resources, choosing what to do first is often the most important question you need to answer.
Completing marketing tasks doesn’t necessarily mean you’re moving closer to attracting clients.
If you’ve been busy and the inquiries haven’t followed, the problem is usually further upstream than the tactics. Let’s find out where.
Schedule a Call →When AI Marketing Shortcuts Create More Work
AI makes it possible to feel like you’re moving from an idea to finished marketing materials quickly. And that rapid-fire hit to your brain can make it feel like you finally have answers to questions that have eluded you. But knowing if the “finished product” has the real possibility of bringing in clients or results you need is another question entirely. AI marketing works best when a professional evaluates whether those materials are accurate and appropriate because sometimes AI strategies and shortcuts backfire.
In 2023, technology publisher CNET faced criticism after publishing AI-generated personal finance articles containing factual errors, including mistakes involving compound interest. The company corrected articles and reviewed its AI-assisted content. A process intended to save production time created additional editorial work and raised questions about credibility. And in a digital world, trust is a critical element to feeling confident working with strangers or people you have limited knowledge of or history with.
Another example of this same kind of stress and expense occurred in San Francisco in July 2026. The owners of the newly opened Grind & Unwind café used AI-generated food images for a temporary storefront display. The unrealistic illustrations drew criticism online, and someone subsequently vandalized the restaurant’s awning. According to SFGATE, the owners removed the display and estimated that repairs would cost more than $700. The vandalism was unjustified, but the incident illustrates how an inexpensive promotional shortcut can produce an unexpected public response.
For therapists, the consequences may involve inaccurate descriptions of treatment, unsupported claims about outcomes, or content that doesn’t reflect how a clinician actually works. At Crownsville Media, we worked with a client who previously used AI to generate their Google Ad content only to receive numerous inbound calls requesting the “free therapy” they advertised. That costly mistake led to not only a loss of revenue, but a loss of time and reputation. Neither of which are affordable when you’re on a budget and strapped for time.
You cannot afford to skip reviewing your AI generated marketing plans. Before publishing any AI-assisted material, you need to verify its accuracy and ensure it represents your practice responsibly.
Why Hundreds of AI-Written Blog Posts Can Set Back Your SEO
Perhaps the clearest example of AI encouraging business owners to jump ahead is the ability to publish large amounts of website content without first developing an SEO strategy.
We worked with a private practice website that published more than 400 AI-generated blog posts all at once. The articles targeted therapy-related keywords and covered common mental health questions centered around trauma. At first glance, the articles appeared authentic, trustworthy and professional but they attracted very few visitors for reasons that became increasingly obvious when we analyzed the content.
That volume of content meant the AI bot had to make some leaps in the article choices. Ever heard of trauma shears or trauma scissors? What about Trauma Llama or “trauma lirik?” All were covered in different articles on this site and have nothing to do with an individual recovering from PTSD or a traumatic childhood.
Publishing content and doing SEO are not the same thing.
AI is repetitive. It will load a single article with the same examples that need to be caught and corrected by a human. When it is given direction to produce a large quantity of articles, it will create multiple articles on the same or near-same topic. All of this happens without taking into question the different vernacular uses in the English language for different words and when that misstep happens, it harms the business more than it helps.
It can also create more serious problems. Google’s updated spam policies (updated 8/28/26) identify scaled content abuse as generating large amounts of content primarily to manipulate rankings rather than help users. The policy applies regardless of whether AI or humans produced the material. Violations can lead to reduced search visibility or other spam-related actions.
Anyone can write using AI, however the expert, the professional, is expected to have a professional point of view; they are expected to have inside knowledge and wisdom that you cannot get from just reading online. Minimizing their expertise by having AI do all of the work translates into a message of poor authority and confusion to their readers.
In other words, if your expertise is so readily available that anyone, even AI can write it for you, why should someone pay your full fee?
Without an experienced human overseeing AI content, the risk is that AI will do the work requested without regard to negative consequences when implemented. That means, a real person must be involved.
SEO and GEO Still Require the Same Foundational Work
AI also misdirects small business marketing plans when it encourages business owners to invest in newer search tactics before they’ve established the basics. AI still falls back on Google when used for searches, so SEO and GEO strategies need to work in tandem. Here’s a breakdown of each:
- Search engine optimization (SEO) helps search engines understand your website and connect it with relevant searches. For therapists, that includes clear service pages, accurate local business information, a technically functional website, and useful content.
- Generative engine optimization (GEO) focuses on helping AI-powered search systems find, understand, and potentially reference information about your practice.
Although GEO is a newer term, much of the foundational work overlaps with SEO. Both benefit from accurate business details, clearly identified clinicians, and reliable descriptions of your services.
If your website doesn’t clearly explain your ideal client or your online listings contain outdated information, it’s wise to focus on both of those issues before investing in specialized AI-search tactics. See our article about the relationship between these approaches in What’s Required for ChatGPT, Claude, and Gemini to Recommend Your Business?. AI may introduce new marketing opportunities, but it doesn’t eliminate the need to establish your business’s identity and credibility online, and this takes time, strategy, and expertise.
Good Marketing Requires More Than Finishing Tasks
AI small business marketing has changed how quickly business owners can create marketing plans and materials, but it hasn’t eliminated the work required to understand their customers, establish credibility, and determine which investments make sense. Therapists understand that assessment informs treatment. Marketing follows a similar principle: understanding needs and goals should come before choosing the action plan.
If you’ve invested in AI-generated recommendations without seeing meaningful results, the answer may not be the tactics. It may be identifying the foundational work that was overlooked before those activities began.
At Crownsville Media, we help therapists and other service-based business owners evaluate their marketing, identify gaps in their SEO strategy, and develop realistic plans for growth.
Is your marketing moving your practice forward, or just keeping you busy?
If you recognized your situation in this article, let’s talk. We offer every new client a free audit of their website so we can determine what’s working and what needs attention.
Book Your Free Website Audit →
