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The Schema Generator Built for the AI Search Era
Most schema tools spit out a flat snippet that just barely passes Google's Rich Results test. Ours produces a fully connected, knowledge-graph-grade JSON-LD entity profile — the kind that wins Knowledge Panels, gets quoted by ChatGPT and Perplexity, and tells Google exactly who you are, what you do, and why you're the authority on it.
Generate My Schema — Free
No login required. Works for doctors, lawyers, executives, brands, local businesses, and 50+ professional verticals.
What the ReputationX Schema Generator actually does
The ReputationX Schema Generator produces Connected Knowledge Graph schema markup — a multi-node, cross-referenced JSON-LD graph that gives search engines, AI answer engines, and knowledge bases everything they need to confidently identify you and surface you as an authority.
Instead of one isolated object, you get a graph of linked entities — a WebPage that references its mainEntity, which worksFor an Organization, which publishes the WebSite the page lives on, which holds verified credentials issued by real EducationalOrganization and Hospital nodes, all cross-linked to your Wikipedia article, Wikidata QID, Google Knowledge Graph ID, LinkedIn, and the authority directories specific to your profession.
That's not a snippet. That's an identity that machines can actually trust.
Identity that disambiguates.
Every entity gets a stable canonical ID and a robust sameAs array linking to Wikipedia, Wikidata, Google's Knowledge Graph, LinkedIn, and the authority directories that matter in your field — Healthgrades and Doximity for physicians, Avvo and Martindale for attorneys, ORCID for academics, FINRA for advisors, and dozens more.
Credentials that count.
Your degrees, licenses, board certifications, and hospital affiliations aren't stuffed into a description field as plain text. They're emitted as full structured credential objects with issuing organizations, validity dates, and verifiable IDs — the same structured form that knowledge graphs ingest from Wikipedia.
A graph that holds together.
Your page, your site, your organization, your credentials, your locations, and your specialties are all linked by @id references into a single coherent graph. That hierarchy is what qualifies a page for a Knowledge Panel rather than just a rich snippet.
Ten things this generator does that no other free tool does
We built this because we kept watching reputable professionals — doctors, attorneys, executives, founders — sink money into SEO and end up with markup that didn't move the needle. Once we audited the schema on their pages, the reason was obvious: their tools were producing technically valid but semantically useless output. So we built the tool we wanted to use. Here is exactly how it differs.
A connected @graph, not a single flat object
Other tools give you one node. We give you a full graph: page, site, organization, person, credentials, locations, and specialties — every entity with a stable canonical ID and every relationship explicitly declared. This is what linked data actually looks like.
Aggressive entity disambiguation
The single most important field in modern schema is sameAs — the list of external profiles that prove an entity is who it claims to be. Our tool assembles this from Wikipedia, Wikidata, Google Knowledge Graph, the major social platforms, and — critically — the profession-specific authority directories that knowledge graphs already trust as ground truth: Healthgrades, Doximity, WebMD, Avvo, Justia, Martindale, ORCID, Crunchbase, and more.
Verifiable identifiers as structured properties
Your NPI, bar number, CPA license, FINRA CRD, ORCID, or Google Knowledge Graph machine ID are emitted as structured PropertyValue objects, not stuffed into a description. Search engines and LLMs treat these as ground-truth identifiers — the difference between "this person says they're a doctor" and "this person is NPI #1234567890, verifiably."
Real credential objects
Your education, licensure, and board certifications are emitted as EducationalOccupationalCredential entities with issuing organization, credential category, validity dates, and credential IDs. Your alumniOf resolves to a real EducationalOrganization node. Your hospital affiliations resolve to actual Hospital nodes. These are the structures that knowledge graphs read directly into entity profiles.
Vertical-aware expertise signals
We combine your stated practice areas with Wikidata-sourced fields of work and emit them in the precise structures LLMs use to answer "who is an expert in X." For physicians, that includes 40+ pre-mapped MedicalSpecialty entities — each one a recognized node in the medical knowledge graph rather than a free-text label.
Auto-enrichment from authoritative sources
Before we generate a single line of markup, the tool reaches out to verified data sources to enrich what you've entered: the NPI Registry for healthcare providers, Google's Knowledge Graph API, SerpAPI for Knowledge Panel and social profile discovery, OpenCorporates for verified business records, and live scraping of your existing site for any schema, meta tags, or Open Graph data you already have. Most generators rely entirely on whatever you type into a form. We start from what the world already knows about you and build from there.
Proper page hierarchy
We declare the relationships every Knowledge Panel candidate needs: WebPage is isPartOf your WebSite, which has a publisher Organization, with mainEntity and about pointing back to the primary entity. This nesting is what tells Google a page is the canonical home for an entity, not just a page that mentions one.
LocalBusiness, done the way local SEO actually requires
Real GeoCoordinates. Per-day OpeningHoursSpecification. A fully decomposed PostalAddress rather than a single concatenated string. areaServed as structured City nodes. Price range, payment methods, and parking. The level of detail that actually moves Local Pack rankings — not the bare minimum that just validates.
Honorifics, occupations, and roles handled correctly
Dr., MD, Esq., CPA, CFP — the right honorifics auto-populate by vertical. Your job title becomes a structured Occupation node with skills, responsibilities, and qualifications, not a string in a jobTitle field.
Semantic validation, not just syntactic
Most validators check whether your JSON-LD is well-formed. Ours also flags the issues that actually keep you out of Knowledge Panels: a thin sameAs array, broken @id references, missing vertical-required identifiers (an NPI for a physician, a bar number for an attorney), and mismatches between declared credentials and the entities that should issue them.
Built for 50+ professional verticals
Whether you're a person, a brand, or a place, the generator adapts to your category and emits the exact entity types and authority signals that vertical demands.
For people
Professionals whose reputations live or die in search
Physicians, surgeons, dentists, therapists, and other healthcare providers. Attorneys and law firm partners. Financial advisors, accountants, and CPAs. C-suite executives, founders, and board members. Authors, academics, journalists, and public figures. Coaches, consultants, and licensed professionals across regulated fields.
For organizations
Companies and institutions building entity authority
Corporations, public and private. Professional services firms — law, accounting, consulting, advisory, and creative agencies. Nonprofits, foundations, and trade associations whose credibility depends on being correctly identified by donors, regulators, and partners. Educational institutions, research labs, and membership organizations whose authority depends on the structured profile they project to the web.
For local businesses
Places that need to win the Local Pack
Medical and dental practices, urgent care, and specialty clinics. Law firms, accounting offices, and financial advisors. Restaurants, retailers, fitness studios, salons and spas. Automotive sales and service, plus home services and skilled trades. Anywhere a Local Pack listing decides whether the phone rings.
If you've ever Googled yourself or your business and thought "why isn't there a Knowledge Panel for me?" — this is the tool that builds the foundation that makes one possible.
Three steps. Two minutes.
From form to copy-paste-ready markup, with auto-enrichment in between.
1
Tell us who you are
Pick your vertical. Enter the basics — name, URL, location, credentials, and any IDs you already have. Skip whatever you don't know.
2
We enrich what you gave us
The generator queries verified sources to fill in the gaps: the NPI Registry, Google's Knowledge Graph, SerpAPI, OpenCorporates, and your existing site. By the time we generate the markup, we know far more about you than what you typed in.
3
Copy your markup, paste it on your site
You get a complete, validated, knowledge-graph-grade JSON-LD block ready to drop into the <head> of your page or your tag manager. We also surface a semantic warning report so you know exactly which signals are strong and which still need work.
Average output: 8 to 14 connected entity nodes per page. Average flat-tool output: 1.
Schema that wins Knowledge Panels, not just rich snippets.
There is a meaningful, measurable difference between schema that validates and schema that gets recognized. Validation gets you a green checkmark in a testing tool. Recognition gets you a Knowledge Panel, an inclusion in AI Overviews, a citation in a ChatGPT answer, a featured snippet, and ranking lift on entity-driven queries.
This generator is built to do the second thing.
It's the same approach we use internally at ReputationX when building structured data for clients whose online presence directly affects their livelihood — physicians, attorneys, executives, public figures, and brands whose reputations depend on showing up correctly when someone searches for them or asks an AI about them.
We made the public version free because the schema gap is genuinely costing people credibility, and we'd rather see the web get smarter than gatekeep the technique.
Frequently Asked Questions
Generate the schema your competitors haven't figured out yet.
Two minutes of input. A graph that actually identifies you. The structured-data foundation behind every Knowledge Panel, AI citation, and entity-rich result. No account required. Works for individuals, organizations, and local businesses across 50+ verticals.
Start Generating — It's Free
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