37 terms covering AI search, local SEO, dental practice ops, and the rest of the working vocabulary every practice owner — and the agencies that serve them — should know. Plain English, opinionated where it counts.
Also: Answer Engine Optimization
Answer Engine Optimization. Getting cited inside the AI answer — ChatGPT, Perplexity, Google AI Overviews — instead of (or alongside) ranking in the blue links. For dental practices that means structured data, expert authorship signals, and content shaped for direct extraction. SEO didn't die. It split into two tracks.
Google's conversational search experience that replaces the standard results page with a multi-turn AI answer. Different from AI Overviews — AI Mode is an entire interface, not a widget. For dentists, ranking in AI Mode requires citation-shaped content, sturdy entity signals, and a GBP that actually reflects the practice.
The AI-generated summary at the top of Google search results, formerly SGE. Pulls from a small set of sources and cites them directly. Practices that don't show up here lose the click before the user ever sees the map pack. AI Overviews are why FAQ schema, BlogPosting, and clean entity markup matter again.
Branded queries include the practice name ("Smile Family Dental"). Non-branded queries don't ("dentist near me", "Invisalign in Austin"). Healthy practices see strong branded volume from existing patients, but new patient growth lives in non-branded. A 90% branded share usually means SEO is underperforming.
The version of a page you tell search engines is the master copy. Set with a <link rel="canonical"> tag. Critical when the same content lives at multiple URLs (with/without trailing slash, query strings, location pages). Done wrong, you bleed authority across duplicate URLs.
The percentage of presented treatment plans the patient agrees to. Marketing only fills the chair — case acceptance turns the visit into production. A healthy practice runs 70%+ on full treatment plans. Below 50% is a sales/treatment-presentation problem, not a marketing problem.
OpenAI's web search inside ChatGPT. Cites a small number of sources per answer. Practices show up here by being entity-recognizable (Wikidata, sameAs links), having unique content (not boilerplate), and being part of authoritative lists ("best dentist in [city]"). Different ranking signal mix than Google.
A direct reference to your site inside an AI engine's answer — name + link, usually as a footnote or inline source. Different from local SEO citations. The new currency of visibility: rankings move clicks, citations move trust.
A mention of your practice's name, address, and phone (NAP) on a third-party directory or aggregator — Yelp, Healthgrades, Yellow Pages, BBB. Consistency across citations is a local ranking signal. Note: this is the older meaning. AI search uses "citation" differently.
Percentage of website visitors who take the desired action — usually book a consultation or call. Dental industry median sits around 2-3%. Sites with weak hero copy, slow load, or buried phone numbers run under 1%. Above 5% means landing pages are doing real work.
Google's page experience metrics: Largest Contentful Paint (LCP, load speed), Interaction to Next Paint (INP, responsiveness), and Cumulative Layout Shift (CLS, visual stability). All three need to be in the green or rankings take a hit. Dental sites running heavy hero videos usually fail LCP.
Also: CAC, Customer Acquisition Cost
Total marketing spend divided by new patients acquired. The single most important number in dental marketing. National median: $250-$400 per new patient. High-end cosmetic/implant practices can sustain $600-$1,200 because LTV justifies it. Watch CPA monthly, optimize against LTV.
The amount of time Googlebot will spend crawling your site per day. Tiny sites don't worry about this. DSOs with 50+ location pages absolutely do. Burn crawl budget on duplicate location pages and your fresh content never gets indexed in time.
Also: Dental Service Organization
A Dental Service Organization — the corporate parent that supports multiple practice locations with shared admin, marketing, HR, and clinical operations. Marketing strategy diverges from single-practice the moment you hit 3+ locations: brand vs. location-level identity becomes the central question.
Also: EEAT
Experience, Expertise, Authoritativeness, Trustworthiness. Google's evaluation framework for content quality, especially in YMYL niches like healthcare. For dental sites: real bios, license numbers, named authors, third-party validation. AI engines weight E-E-A-T heavily when picking which sources to cite.
The boxed answer Google sometimes shows at the top of results — pulled directly from a page. Less common in the AI Overviews era, but still appears for procedural and definitional queries. Won by clean H2/H3 structure, short direct answers, and tables.
Also: Google Business Profile, Google My Business, GMB
Your practice's free Google listing — formerly Google My Business. Controls how you appear in Google Maps, the Local 3-Pack, and increasingly in AI Mode answers. The single highest-leverage asset in local dental marketing. Underused by 80% of practices.
Also: Generative Engine Optimization
Generative Engine Optimization. The umbrella term for optimizing content to appear inside generative AI answers. Largely overlaps with AEO. Google's official guidance is to ignore the acronym wars and just do good SEO — but the underlying tactics (entity signals, structured data, citations) are real.
Bringing lapsed hygiene patients back for a cleaning. The fastest, cheapest production lift in any practice. Most practices have 20-40% of their active patient list past due. A good reactivation campaign returns 5-10x ROI before you've spent a dollar on new patient marketing.
Also: Large Language Model Optimization
Large Language Model Optimization. Another term that overlaps with AEO and GEO. The honest read: nobody's settled on the right acronym yet. The underlying work is the same — make your content extractable, authoritative, and entity-grounded so LLMs cite you.
A proposed file (like robots.txt) telling AI crawlers which content they can use. Anthropic and Perplexity have signaled support; Google's official guidance says it's not needed for AI Overviews or AI Mode. Worth having if it costs nothing. Don't expect it to move the needle on Google.
Multi-word search queries with lower volume but higher intent. "Dentist" is short-tail. "Pediatric dentist accepting Medicaid in north Austin" is long-tail. Long-tail dominates AI search — people type conversational queries into ChatGPT and Perplexity, not single keywords.
Also: Local Service Ads
Google's pay-per-lead ad format that shows above the map pack with a green "Google Guaranteed" badge. Now rolling out to dental in select markets. You pay per qualified call, not per click. Strict screening (license verification, insurance, background check) keeps quality high.
Also: Lifetime Value, Patient Lifetime Value
Total revenue an average patient generates over the lifetime of the relationship. Dental industry range: $3,000-$15,000+ depending on procedure mix. Cosmetic and implant-heavy practices skew higher. LTV is the only honest ceiling for CPA — spend up to whatever returns acceptable margin against LTV.
Also: Local 3-Pack
The three Google Business Profile listings that show above organic results for local queries. Real estate so valuable it accounts for the majority of phone calls in most dental markets. Ranking factors: proximity, GBP completeness, review velocity, review quality, citation consistency.
Also: Name, Address, Phone
Name, Address, Phone. The three pieces of practice info that must be identical across your website, GBP, and every directory citation. Inconsistency confuses Google's local algorithm and tanks map pack rankings. Audit NAP first when local visibility drops.
A patient who hasn't been to your practice before. The core metric every dental marketing dollar gets measured against. Industry definition is loose — most software counts anyone without a prior chart, but some practices restrict to first-comprehensive-exam patients. Pick a definition and stick with it.
An AI search engine that surfaces direct answers with explicit citations. Smaller than Google but punches above its weight with savvy and high-intent users. Cites a wider source pool than ChatGPT Search. Practices appearing here usually have strong topical content + clean structured data.
A long-form, definitive page on a broad topic that links to (and gets linked from) related sub-topic pages. The center of a topic cluster. Pillar + cluster structure is how content sites build topical authority. The Dental AEO Guide on this site is a pillar page.
Dollars of dentistry produced — gross revenue from treatment delivered. Distinct from collections (what actually came in the door). Marketing optimizes for new patients, but the practice ultimately runs on production per visit, production per day, and production per provider.
Also: Retrieval-Augmented Generation
Retrieval-Augmented Generation. How modern AI engines work under the hood: they retrieve relevant documents at query time, then generate the answer grounded in those sources. Why citation surface matters — if you're not in the retrieval set, you're not in the answer.
Percentage of patients who return for their scheduled hygiene visit. A healthy practice runs 80%+. Below 60% is a retention crisis disguised as a marketing problem — you don't need more new patients, you need to keep the ones you have.
Also: Return on Investment, Return on Ad Spend
ROI is the broad return on a marketing investment (new patient production minus marketing spend, divided by spend). ROAS is narrower — revenue generated per ad dollar. Track both. ROAS tells you if a campaign works; ROI tells you if your whole marketing program does.
Code (usually JSON-LD) embedded in a page that explicitly tells search engines what the content is — Dentist, Service, Review, FAQ, Person. The most underused lever in dental SEO. Schema doesn't directly rank you, but it makes the right content extractable for rich results and AI citations.
A business that serves customers at their location rather than its own — mobile dentistry, in-home hygiene, denture services. Configured differently in GBP (no walk-in address). Rare in dental but growing with mobile and concierge models.
Synonymous with schema markup in most contexts. The umbrella term for any standardized format that makes content machine-readable — JSON-LD, microdata, RDFa. JSON-LD is the format Google and the major AI engines prefer.
A pillar page + the cluster of supporting articles that link to it (and to each other). The internal-linking architecture that signals topical authority. This site's AI-in-dentistry topic page is the cluster hub; the 15 AI search blog posts are the cluster.
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