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We help make your therapy practice’s specialties, credentials, and services clearer in AI-assisted search. Working exclusively with therapists, we improve content and practice information so search systems can understand what you offer and where you work.
When a patient makes a search for the right therapist for their situation, they're not always opening Google anymore. They're asking ChatGPT. They're asking Gemini, Claude. They're ignoring the ten blue links and read Google's AI Overview at the top of the page. The therapist who shows up in those answers wins. The therapist who doesn't is invisible to the search the patient actually ran.
Your plan combines a visibility audit, clearer website content, and consistent practice information. Research supports topic selection behind the scenes. AI citations and recommendations cannot be guaranteed; we track visibility and refine the work over time.
The mechanics differ from traditional SEO:
There are three forces coming together.
Generative AI assistants now handle a meaningful share of local service searches, and that share grows every quarter. Google's AI Overviews appear above the traditional results on most health-related queries. Patients researching therapy increasingly start with an AI assistant before they ever type a query into Google.
Competition in those AI-generated answers isn't just private practices. Online therapy platforms (BetterHelp, Talkspace), AI mental health apps (Woebot, Ways, and a growing number of LLM-based wellness tools), and corporate mental health services are all competing in AI responses to generic therapy queries by investing what a small private practice business makes in a year. Solo practitioners cannot win those generic queries against that scale of presence.
You can win narrow specialty, specific situation and location combinations that platforms and apps can't credibly target because of their lack of location presence. These searches produce higher converting clients. This is the single greatest opportunity for private practices against online therapy platforms.
This is not a problem to solve at once. AI systems retrain. New competitors enter your market. Algorithms shift the weights, contents and findings develop, they place on schema, entity signals, and citation patterns. Visibility in generative search is a position you hold, not a state you achieve.
Therapists who notice they're missing AI answers usually identify the problem as a personal knowledge gap. "I don't understand how AI systems work, so I can't compete in them." The actual problem is structural. AI systems can't cite content they can't parse. A site without schema markup, without clear entity signals, without citation-worthy content architecture is invisible to language models regardless of how strong the underlying clinical work is. The therapist's lack of AI knowledge isn't the issue. The site needs to be readable, not the therapist needs to be technical.
What we observe as Premark Lab today is search engine optimization (SEO) signaling a shift toward generative search optimization (GEO), where keywords are being replaced by questions. Whoever provides the answer that Google respects wins.
Three reframes worth holding:
Every engagement opens with a baseline audit of how AI systems currently see your practice. Subsequent monthly audits track the gap closing.
What we test:
How ChatGPT, Claude, Perplexity, and Gemini answer high-intent local queries for your specialization and geography
Schema markup coverage and accuracy across every page on your site
Entity clarity across knowledge graphs (Google Knowledge Graph, Bing, Wikidata)
Topical authority gaps for each of your specializations
Citation worthiness of existing content whether your pages contain the structured, definitive answers AI systems extract.
llms.txt presence and configuration (an emerging standard that tells AI systems how to access your content for retrieval)
E-E-A-T signal density (Expertise, Experience, Authoritativeness, Trustworthiness)
Local AI visibility benchmarked against your closest direct competitors
The audit is delivered as a written document ranked by impact and effort. You see exactly which gaps cost you the most visibility and which fixes solve them.
AI systems cannot cite what they cannot parse. Schema markup is the structured data layer that tells search engines and language models exactly what your content is, who you are, and what you treat.
The Local Practice plan’s Schema Markup Bundle covers relevant markup such as:
LocalBusiness and MedicalBusiness schema for your practice
Person schema for each clinician — credentials, specializations, training
MedicalCondition and MedicalTherapy schema for every condition you treat and every modality you practice
Service schema for each service you offer
FAQ schema across every page that contains questions and answers
Article schema across all blog content
Implementation follows the scope of your selected plan or agreed Group Practice proposal. We provide code for your website administrator or implement it through appropriate access. Your website stays under your control.
Schema markup makes your site machine-readable. AI Search Optimization makes it citation-worthy.
Ongoing work:
The goal is when a language model is generating an answer about therapy in your geography for your specialization, it has every reason to cite you and no reason to skip you.
We create useful articles around questions relevant to your specialties, with clear answers and appropriate sources. Every blog article and all website page copy require your explicit approval before publication.
This is how we build it
Derived from questions your ideal patients actually ask AI, not assumed.
Data mentioned on content validated against clinical literature: PubMed, JAMA Network, WHO, APA, Frontiers, Springer Nature and more.
Built with structured progression, data tables where the evidence supports them, summary close
Topically clustered to build cumulative authority on your specialization
Schema marked at the article and FAQ level
Internally linked into your existing topical structure
Most agencies treat GEO as generic AI optimization with the word "therapy" swapped in. Same schema templates. Same generic blog topics. Same entity signals.
Premark Lab's methodology starts with the actual queries patients run on AI assistants when they're looking for what your practice provides. The mapping is built from peer-reviewed clinical literature and validated against the language patterns real patients use to describe their concerns to a chatbot.
That research feeds directly into your GEO work. Your schema entities, your blog topics, your knowledge graph signals, your llms.txt configuration — all built around the actual searches your specific clients are running, not the generic patterns every practice in your city is targeting.
Marketing built this way isn't self-promotion. It's making it possible for the patient who needs your specific clinical work to find you when they ask an AI which therapist to see — instead of being routed to whichever generalist surfaces first.
GEO doesn't run independently of your other GBP and SEO work. The schema markup that makes your site citation worthy in AI systems also feeds Google's traditional ranking algorithm. The topical authority built through GEO blog content also drives organic SEO rankings. The entity signals that establish you in Google Knowledge Graph also strengthen your Google Business Profile.
GEO works alongside SEO and content improvements within your selected monthly plan. Online Practice is $399/month, Local Practice is $799/month, and Group Practice pricing is custom. The pricing table lists the inclusions for each plan.
This service is built for therapists in private practice, solo and small group practices building a long-term practice that depends on being found through search.
It's most effective for:
The system works best when given time to compound. AI visibility shifts more slowly than traditional rankings — entity signals take weeks to register, citations build over months. Practices looking for results in 30 days are better served by paid acquisition. Practices building infrastructure for the next five years are the audience.
The terms are designed to be straightforward and reversible:
If the service stops producing value, you stop paying for it. The structure is built on the assumption that practices stay because the work compounds, not because they're contractually trapped.
First measurable shifts in entity recognition and AI visibility scores typically appear within 90 days of full schema implementation and initial content work. Citation worthy authority builds over months as topical clusters develop and entity signals strengthen across knowledge graphs. AI systems update their training data on different cycles than traditional search, so visibility shifts can be lumpy but the trajectory compounds the longer the work runs.
Different optimization patterns, same underlying infrastructure. The schema, entity signals, content architecture, and topical authority work overlap heavily between the two. Premark Lab runs both as part of one package because the infrastructure cannot be built well in pieces.
Your business information — name, address, services, credentials, hours — is publicly available data that AI systems already index from your website and directory listings. We do not collect patient data of any kind. All clinical research we do is comes from published peer reviewed literature.
No. We do not access, transmit, or process any PHI. The work happens on your public-facing website, business listings, and content layer. No EHR access, no scheduling system access, no client data access required.
At a $200 average session rate × 12 sessions per client = $2,400 in client value, one new private pay client per quarter covers three months of service. Two per quarter doubles the investment back. The math depends on your rate, your client retention, and your market.
Yes. Schema markup, content, entity signals, technical work — all lives on your domain and accounts. Stays there regardless of how long you remain a client.
We audit existing schema during onboarding and correct or expand what's there. You don't lose existing implementations, and we don't duplicate work that's already done correctly. Since we don't charge you by number of things we do, we will do what's necessary for your business to perform at its best.
