Press materials, company background, and downloadable assets for KaleidoscopeAI™ and the KAL AI Growth System™.
KaleidoscopeAI™ introduces the first AI Growth System built specifically for orthodontists at the 2026 AAO Annual Session.
Patients are increasingly bypassing traditional search engines and asking AI platforms to recommend healthcare providers directly. The tools driving this shift include ChatGPT (900 million weekly active users as of February 2026), Google AI Overviews (appearing on nearly half of all U.S. searches), Perplexity AI, Gemini, and voice assistants like Siri and Alexa.
The fundamental difference: AI does not return a list of ten links and let the patient decide. It synthesizes available information and makes a recommendation. Practices that appear in those recommendations get the phone call. Practices that do not are removed from consideration before the patient ever visits a single website.
Healthcare is the most impacted industry. According to a WebFX study of 2.37 million U.S. search queries, healthcare queries trigger AI-generated answers at a rate of 51.6%, the highest of any industry. By December 2025, 88% of healthcare-related Google searches produced an AI Overview before displaying traditional results, according to Search Engine Journal.
KaleidoscopeAI™ identified a critical market dynamic during pre-launch research. In many local markets, some orthodontic practices currently appear in AI recommendations by default, simply because no competitor in their area has optimized for AI visibility. These practices may assume they are safe.
This visibility is incidental rather than earned. The moment a single competitor invests in AI visibility optimization, the practices that were merely present get displaced. Because there is no ranking report or notification for AI recommendations, practices may never realize they have been displaced until new patient numbers decline.
KAL was built to address both scenarios: making invisible practices visible to AI and making currently visible practices defensible against future competitors.
KAL measures how well AI systems can find, understand, and recommend an orthodontic practice using a proprietary AI Visibility Score on a scale of 0 to 100. The system evaluates five core areas:
Schema markup completeness: Does the practice’s website contain structured data that AI can interpret?
NAP consistency: Is the practice’s name, address, and phone number consistent across 60+ directories?
Content architecture: Does the website content read like clinical expertise, or generic marketing language?
Third-party authority signals: What do patient reviews, professional directory listings, and local media mentions tell AI about the practice?
Live AI search performance: Does the practice actually appear when patients ask ChatGPT, Gemini, or Google AI who to call?
After auditing dozens of orthodontic practices across major U.S. markets, KAL found that the average AI Visibility Score sits below 40 out of 100. Most practices, including those with strong Google rankings, are largely invisible to AI.
What surprised us most during our pre-launch audits was how many practices with excellent Google rankings had almost no AI visibility. These are practices spending thousands of dollars a month on digital marketing, and AI cannot find them. Only about 17% of sources cited in AI-generated answers also rank in the organic top 10. That means 83% of AI recommendations are going to practices that traditional SEO alone would never surface. KAL closes that gap.
KAL is a managed service, not self-serve software. The system covers six core components: AI Visibility Audit (32 checkpoints, 7 categories), Website Optimization (schema markup, content architecture, AI interpretability), AEO/GEO Content Strategy (Answer Engine Optimization and Generative Engine Optimization), Citation Management (NAP consistency across 60+ directories), Google Business Profile Management, and Monthly Search Intelligence Reporting.
KaleidoscopeAI™ has its roots in Orthopreneur Internet Marketing, founded by Mary Kay Miller in 2008. Miller was among the first consultants to bring SEO education to the orthodontic profession at a time when most practices did not yet have a digital strategy.
Over 17 years, the company established itself as a leader in orthodontic website design, search engine optimization, local search strategy, reputation management, and practice transitions. The company has exhibited and presented for the AAO, NESO, PCSO, MSO, Moyers Symposium, and other regional orthodontic organizations, and has been featured in Orthodontic Products, OrthoTown, MarTech Cube, and other industry publications.
The evolution from Orthopreneur to Kaleidoscope to KaleidoscopeAI™ reflects the company’s consistent pattern of leading the orthodontic profession through major digital transitions. KAL is currently available for orthodontic practices, with plans to expand across the broader dental industry.
ChatGPT: 900 million weekly active users, up from 400 million in February 2025 (OpenAI, February 2026)
Google AI Overviews: appearing on approximately 48% of all U.S. searches (BrightEdge, February 2026)
AI Overviews in healthcare: 88% of healthcare queries trigger AI summaries (Search Engine Journal, December 2025)
Healthcare AI query rate: 51.6%, highest of any industry (WebFX study of 2.37M U.S. queries)
Organic CTR decline: 61% drop for queries with AI Overviews present (Seer Interactive, September 2025)
AI citation overlap: only 17% of AI Overview citations also rank in organic top 10 (Search Engine Journal)
Consumer AI adoption: 58% of consumers now use AI for product/service recommendations, up from 25% in 2023 (Capgemini Research Institute)
Average orthodontic AI Visibility Score: below 40 out of 100 (KaleidoscopeAI™ internal data)
WebFX: “AI Overviews in Healthcare: What Our Study of 130K+ Health Queries Reveals”
webfx.com/blog/healthcare/ai-overviews-in-healthcare/
Search Engine Journal: “Google AI Overviews Surges Across 9 Industries”
searchenginejournal.com/google-ai-overviews-surges-across-9-industries/568448/
OpenAI: ChatGPT usage data, February 2026 announcement
BrightEdge: Generative Parser, February 2025 to February 2026 analysis
Seer Interactive: AI Overviews CTR study, September 2025
Capgemini Research Institute: Consumer AI adoption survey, 2025
Download official KaleidoscopeAI™ press assets.
Mary Kay Miller
KaleidoscopeAI™
marykay.miller@thekaleidoscope.com | (800) 387-0121
kaldental.ai
