Updated September 2026 · Written and maintained by the Progression Agency strategy team
A schema markup validator that checks the half the others skip. Syntax checkers confirm your structured data is valid; this confirms your page actually says what it claims.
On this page · 11 sections
- Valid is not the same as true
- What it skips, and why
- The three mismatches we find most often
- Fix the copy or fix the markup — not neither
- How to get clean inputs
- Why plugins produce most of these mismatches
- What this tool will not tell you
- How this differs from every other schema markup validator
- The reference tables, in one place
- Everything else we have written on search, AI and getting found
- Video: structured data, markup and search
The short answerStructured data is a description of what is on a page. Every existing checker confirms the description is well-formed; none of them look at the page to see whether it is accurate. Paste your JSON-LD and the visible copy of the same page and this tool lists every value the copy does not support, skipping the twenty or so machine-facing properties that are never expected in prose. The three mismatches we find most often are FAQ answers that exist only in markup, ratings with no visible reviews, and prices that appear nowhere on the page.
This does not check syntax, required properties or rich-result eligibility. Run a syntax validator as well; the two answer different halves of the question.
Schema versus visible copy validator
Paste your JSON-LD and the visible text of the same page. Every value in the markup that does not appear in the copy is listed, because markup describing things the page does not say is the most common reason structured data is ignored.
Results appear here.
Runs entirely in your browser. Nothing you paste is uploaded, logged or stored, and there is no network request — which is also why it takes pasted text rather than a URL: a browser cannot read another site’s files without that site’s permission.
Valid is not the same as true
Every existing checker confirms your markup is well-formed; none of them look at your page to see whether it is accurate.
Every existing checker answers the easy question
Syntax validators confirm that your JSON-LD parses, that the type you declared has the properties it needs, and that the result is eligible for a particular presentation. All of that is useful and none of it involves looking at your page. A validator cannot know whether the rating you declared corresponds to reviews a visitor can read, because it never sees the visitor’s view.
The hard question is whether the page supports the markup
Structured data is a description of what is on a page. When the markup asserts something the page does not — a price that appears nowhere, an answer that exists only in the markup, a review count with no reviews — the description has stopped describing. At the mild end that is why markup gets ignored. At the serious end, published guidance treats marked-up content that is not visible to users as a violation, and the consequences are manual rather than algorithmic.
So this tool only asks that one question
It walks every value in your markup, skips the properties that are never expected to appear in visible text, and reports what is left that the copy does not support. It does not check your syntax and it does not tell you whether you are eligible for anything. Run a syntax validator as well; they answer different halves.
What it skips, and why
Roughly twenty machine-facing properties are set aside by design, because reporting them would bury the real findings in noise.
Machine-facing properties
URLs, image paths, identifiers, language codes, context declarations and the structural plumbing of a graph are never expected to appear in readable copy. Reporting them would bury the real findings under noise, so roughly twenty property names are skipped by design.
Dates in machine format
A page saying ‘updated September 2026’ supports a dateModified of 2026-09-17 perfectly well, and demanding an ISO string in the prose would be absurd. Dates are counted and skipped, and the count is shown so you know how many were set aside.
Very short values
Two-character values and bare numbers match almost anything, so including them would produce false passes rather than useful findings. They are ignored.
Paraphrase is tolerated
Longer values are matched on words rather than exact strings, so a description that is worded slightly differently on the page still counts as supported. That deliberately errs toward not crying wolf; a value reported as missing is usually genuinely missing.
Longer values are matched on words rather than exact strings, so a description that is worded slightly differently on the page still counts as supported.
The three mismatches we find most often
Three patterns account for the great majority of what this check surfaces, and none of them are typed deliberately.
FAQ answers that exist only in the markup
By a wide margin the most common. A page has an FAQ block in its structured data with eight questions and answers, and the visible page has four of them, or none. This usually happens because an SEO plugin offers an FAQ field that writes markup without writing content, and nobody noticed the two had drifted apart.
Ratings and review counts with nothing visible
The costly one. Aggregate rating markup on a page with no reviews on it is explicitly addressed in published guidance, and it is the category most associated with manual action rather than quiet demotion. It is also easy to introduce by accident — a theme setting, a plugin default, a template copied from another site.
Prices that appear nowhere on the page
Common on service sites that publish Offer markup because a plugin asked for a number, while the page itself says ‘contact us for pricing’. The markup then advertises a figure the reader never sees, which is misleading in exactly the direction that gets noticed.
Where this fits with the rest
Markup is one of several things that has to agree. Our audit checklist covers the others, including the entity records that sit outside your site entirely.
Fix the copy or fix the markup — not neither
Every row in the output is a decision between two valid fixes, and leaving the gap is not one of them.
If the value is true, put it on the page
A price you actually charge, an answer you actually give, a credential you actually hold — these belong in the visible copy, where they help a reader and can be extracted. Moving them from markup into prose is almost always the better fix, because prose works for every consumer and markup works only for the ones that read it.
If the value is not true, take it out
Inherited template values, placeholder ratings and prices from a page the template was copied from should be deleted rather than justified. Nothing is gained by markup describing a page that does not exist.
What we would not do
We would not add invisible text to make the markup match. Hidden content added to satisfy structured data is a worse version of the original problem and is addressed directly in published guidance.
Hidden content added to satisfy structured data is a worse version of the original problem and is addressed directly in published guidance.
How to get clean inputs
The JSON from the script block and the rendered text a reader sees — pasting HTML into the copy box defeats the check entirely.
Getting the JSON-LD
View source, or open the page’s structured data through any inspector, and copy the contents of the script block — the JSON itself, without the surrounding tags. If a page has several blocks you can paste them one after another and the tool will read each.
Getting the visible copy
Select the page in a browser, copy, and paste. That gives you what a reader sees, which is exactly the comparison basis you want. Do not paste the HTML: markup inside HTML would count as visible text and defeat the check.
A note on JavaScript-rendered pages
If content appears only after scripts run, copy the page as rendered rather than from view source, or the comparison will report copy that exists as missing. That itself is worth knowing about, and it is what the access side of things and a rendering check are for.
Why plugins produce most of these mismatches
Two mechanisms account for almost all of them, and neither involves anybody deciding to mislead.
A required field with no content behind it
The mechanism is almost always the same. A plugin exposes a field — rating, price, FAQ answer — because the schema type it is emitting has that property. Somebody fills it in once, during setup, because the field is there. Nothing ever writes the corresponding content onto the page, and nothing ever checks.
Templates carry values between pages
The second mechanism is duplication. A template built for one page is reused for thirty, and the values baked into it travel with it. Multi-location sites produce this constantly: one address, one phone number and one set of opening hours marked up across every location page.
Which is why this is a maintenance check, not a one-off
Neither mechanism involves anybody deciding to mislead, and neither leaves a trace in a changelog. Running the comparison after template changes, plugin updates and bulk edits catches them at the point they are introduced rather than months later.
Neither mechanism involves anybody deciding to mislead, and neither leaves a trace in a changelog.
What this tool will not tell you
Three things a clean comparison does not establish, stated so a clean result here is not mistaken for a clean result everywhere.
Whether your markup is syntactically correct
It does not parse-check beyond what it needs to read your values, and it will happily compare markup that a syntax validator would reject. The two checks are complements and we would rather be explicit about the boundary than let a clean result here imply a clean result everywhere.
Whether you will get a rich result
Eligibility depends on type requirements, quality signals and presentation decisions that no browser-side tool can evaluate. A page can pass this comparison completely and still never show an enhanced result.
Whether the values are actually true
It checks that your page says the same thing as your markup. If both say something untrue, both agree and the tool reports nothing. Consistency is the property being measured, and consistency is not the same as accuracy.
Want this done for your site?We build and maintain the search, content and paid programmes described on this page.
How this differs from every other schema markup validator
Every structured data checker on the market answers the same question. This one answers the question none of them ask.
What a conventional schema markup validator does
It parses your JSON-LD, confirms the type you declared carries the properties it requires, and tells you whether the result is eligible for a particular presentation. The official testing tools do this, they are free, and they are worth running.
What no structured data checker checks
Whether your page says what your markup says. A structured data checker never loads the rendered page, so aggregate rating markup on a page with no visible reviews, a price that appears nowhere, or an FAQ answer that exists only in the markup all pass cleanly.
Why that is the half that matters
Published guidance treats marked-up content that is not visible to users as a violation, and the consequences there are manual rather than algorithmic. A clean syntax report on markup the page does not support is a false reassurance, which is why this exists as a separate check.
Run both, in this order
A conventional schema markup validator first, so you know the markup is well-formed. This second, so you know it is honest. Together they take about three minutes.
Published guidance treats marked-up content that is not visible to users as a violation, and the consequences there are manual rather than algorithmic.
The reference tables, in one place
Four tables follow: what the tool skips, the mismatch classes ranked by severity, what to do with each finding, and how this differs from a syntax validator. They summarise the sections above and are meant to be usable on their own.
| Property class | Examples | Why it is skipped |
|---|---|---|
| Context and typing | @context, @type, @id | Structural, never in prose |
| Links | url, sameAs, mainEntityOfPage | Never expected in visible text |
| Media | image, logo, contentUrl, thumbnailUrl | Paths, not prose |
| Graph plumbing | @graph, isPartOf, publisher, breadcrumb | Structure, not content |
| Machine dates | datePublished, dateModified, validThrough | ISO format, counted separately |
| Measurements | width, height, position | Numeric metadata |
| Currency codes | priceCurrency | A code, not copy |
| Mismatch | Severity | Why | Usual cause |
|---|---|---|---|
| Rating or review count with nothing visible | Highest | Addressed directly in published guidance | Theme or plugin default |
| Price that appears nowhere on the page | High | Misleads before the click | Offer markup with a required field |
| FAQ answers absent from the copy | High | The most common mismatch we see | Plugin field that writes markup only |
| Availability or stock claims | High | Checkable and frequently stale | Feed or template default |
| Name or address differing from the page | Moderate | Fragments the entity | Multi-location templates |
| Credentials or awards not mentioned | Moderate | Unsupported assertion | Copied template |
| Loosely paraphrased description | Low | Usually fine, and tolerated by the matcher | Normal editing |
| Finding | If the value is true | If the value is not true |
|---|---|---|
| Rating or reviews | Publish the reviews on the page | Remove the markup |
| Price | State it in the copy, with a date | Remove the Offer block |
| FAQ answer | Write the answer into the page | Remove the question |
| Availability | Say it on the page | Remove or correct it |
| Address | Correct the page or the markup so both agree | Remove the wrong one |
| Award or credential | Mention it in the copy | Remove it |
| Description | Usually no action | Rewrite to match the page |
| Question | Syntax validator | This tool |
|---|---|---|
| Does the JSON parse | Yes | No |
| Are required properties present | Yes | No |
| Is the type used correctly | Yes | No |
| Am I eligible for a rich result | Yes | No |
| Does the page support these values | No | Yes |
| Is anything asserted that is not visible | No | Yes |
| Should I run both | Yes | Yes |
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Want the markup and the copy reconciled properly
We audit structured data against the page, the entity records off your site and the content itself, and hand back the specific edits rather than a score.
Not sure which of these applies to you?Tell us the situation and we will say plainly what we would do first, and what we would not.
Video: structured data, markup and search
Background viewing only. The comparison model above is written out in full.
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Getting found in search
AI, AEO and what is changing
- GEO vs SEO
- How AI will affect SEO
- AI automation agency
- AI automation cost
- AI customer service
- AI in digital advertising
- AI for email marketing
- AI for restaurant social media
- Generative engine optimization agency
- AI visibility best practices
- Answer engine optimization agency
- AEO vs GEO vs LLM SEO
- LLM SEO: the technical side
- How to rank in ChatGPT
- AI visibility tools compared
- AI visibility audit
- AI SEO agency
- AI search statistics, traced
- AI SEO in New York
- AEO vs SEO: what transfers
- AEO pricing: what it costs
- AEO agency: how to choose one
- What is AEO? Defined
- AEO services: what you receive
- AEO audit: the full checklist
- AI search optimization: two engines
- AEO tools: which class you need
- LLM visibility: what it measures
- Why AI recommends your competitor
- AEO search landscape: original dataset
- How AI search works: the pipeline
- How to get cited by AI: nine moves
- AEO myths: twelve claims assessed
- How long AEO takes
- Local AEO: why it differs
- Enterprise AEO: the real blockers
- AI visibility trackers vs rank tracking
- Why AI visibility dropped
- AEO content writing: six rules
- AEO for small business: where to start
- AI answers vs organic search
- AEO experts: the six skills
- AEO pros and cons
- AEO and paid search together
- URLs and AI citation
- AEO for dentists
- AEO for doctors
- AEO for plastic surgeons
- AEO for chiropractors
- AEO for therapists
- AEO for med spas
- AEO for fintech
- AEO for plumbers
- AEO for roofers
- AEO for HVAC
- AEO for landscapers
- AEO for hotels
- AEO for wineries
- AEO for ecommerce
- Free tool: AI crawler access checker
- Free tool: llms.txt generator
- Free tool: extractable content checker
- Free tool: AI visibility prompt builder
Paid media and lead generation
Websites and design
Choosing and working with an agency
Social, content and brand
By industry and by situation
Frequently asked questions
Is this a schema markup validator?
How is this different from a structured data checker?
Which schema markup validator should I run alongside it?
What does this tool actually check?
Why does the gap matter?
What is the most common mismatch?
What is the most serious mismatch?
Why are dates skipped?
Why are URLs and images skipped?
Does it require an exact text match?
What should I paste into the copy box?
What if my content only appears after JavaScript runs?
Can I paste several JSON-LD blocks?
Should I add hidden text so the markup matches?
Which fix is usually better, copy or markup?
Where do these bad values usually come from?
Does it upload my page?
Does clean output mean my structured data is correct?
What if a value is reported missing but is genuinely on the page?
Does this apply to AI answers as well as search?
How often should I run it?
Can I use it on client sites?
Does it handle nested objects and graphs?
Why not fetch the page automatically?
What should I do first if the table is long?
Sources and further reading
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- Google Ads: location targeting settings
- Google Ads: about negative keywords
- Google Ads: about Quality Score
- Google Ads: importing offline conversions
- Google Ads: about Smart Bidding
- Google Ads: about Performance Max
- Google Local Services Ads: eligibility and screening
- Google Ads: keyword match types
- Google Analytics 4: about conversions
- Google Analytics 4: attribution models
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- FTC: CAN-SPAM Act compliance guide
- FCC: telemarketing and robocall rules (TCPA)
- FTC endorsement guides — reviews and testimonials
- FTC: rule on consumer reviews and testimonials
- HHS: HIPAA guidance on online tracking technologies
- New Jersey Courts: attorney advertising guidelines
- New Jersey DCA: construction codes and permits
- New Jersey Home Improvement Contractor registration
- New Jersey Division of Consumer Affairs
- TikTok for Business
- TikTok Creative Center
- TikTok Ads Help Center
- TikTok Community Guidelines
- TikTok Terms of Service
- TikTok Privacy Policy
- TikTok Safety Center
- TikTok Transparency Center
- TikTok Creator Portal
- TikTok Newsroom
- TikTok for Developers
- TikTok advertising solutions
- TikTok Creator Marketplace
- TikTok Business Center
- TikTok for Business blog
- TikTok Creative Center: top ads
- TikTok Branded Content policy
- TikTok Shop for sellers
- Instagram for Business
- Instagram for Creators
- Instagram Help Center
- About Instagram
- Meta Business Suite
- Meta Business Help Center
- Meta Transparency Center
- About Meta
- Meta: Instagram platform docs
- YouTube Creators
- YouTube Official Blog
- YouTube Shorts help
- How YouTube Works
- YouTube Studio
- LinkedIn Marketing Solutions
- LinkedIn Help
- Pinterest Business
- Pinterest Business Help
- Snapchat for Business
- X for Business
- Reddit communities
- Reddit for Business Help
- ASCAP
- BMI
- SESAC
- Global Music Rights
- PRS for Music (UK)
- PPL (UK)
- SOCAN (Canada)
- APRA AMCOS (Australia)
- GEMA (Germany)
- SACEM (France)
- SIAE (Italy)
- JASRAC (Japan)
- IFPI
- RIAA
- National Music Publishers Association
- Harry Fox Agency
- SoundExchange
- Music Reports
- Epidemic Sound
- Artlist
- Soundstripe
- PremiumBeat
- AudioJungle
- Free Music Archive
- Creative Commons
- Incompetech
- FTC: advertising and marketing
- FTC: disclosures 101
- FTC: endorsement guides
- FTC: consumer reviews rule
- FTC: advertising FAQs
- US Copyright Office
- US Copyright Office: DMCA
- US Copyright Office: music FAQ
- US Copyright Office: fair use FAQ
- USPTO: trademarks
- UK Advertising Standards Authority
- ACCC (Australia)
- Competition Bureau Canada
- GDPR overview
- California Consumer Privacy Act
- COPPA
- FTC: children’s privacy
- W3C Web Accessibility Initiative
- W3C: WCAG
- W3C: captions
- W3C: making audio and video accessible
- ADA.gov
- WebAIM
- Epilepsy Foundation
- Pew Research: internet and technology
- DataReportal
- US Census Bureau
- US Bureau of Labor Statistics
- Interactive Advertising Bureau
- Think with Google
- Google Trends
- Nielsen insights
- Schema.org: VideoObject
- Schema.org: SocialMediaPosting
- Schema.org: MusicRecording
- Schema.org: HowTo
- Schema.org: FAQPage
- Schema.org: Organization
- Google: video best practices
- Google: video structured data
- CapCut
- Adobe Premiere Rush
- DaVinci Resolve
- Canva
- Descript
- VEED
- Kapwing
- Otter.ai
- Later
- Buffer
- Hootsuite
- Sprout Social
- Google Analytics
- Google Search Console
- Google Analytics developer docs
- GA4: events and conversions
- Matomo
- Plausible Analytics
- Similarweb
- UK Information Commissioner’s Office
- Office of the Privacy Commissioner of Canada
- Australian OAIC
- European Data Protection Board
- EU data protection
- EU Digital Services Act
- Ofcom
- FCC
- AIGA
- Nielsen Norman Group
- Smashing Magazine
- web.dev
- MDN: web media
- MDN: the video element
- ISO 21001 (reference)
- Buma/Stemra (Netherlands)
- STIM (Sweden)
- Teosto (Finland)
- Koda (Denmark)
- TONO (Norway)
- IMRO (Ireland)
- SGAE (Spain)
- ZAiKS (Poland)
- KOMCA (South Korea)
- MCSC (China)
- CISAC
- World Intellectual Property Organization
- TikTok: creating videos
- TikTok: exploring videos
- TikTok: privacy settings
- TikTok: growing your audience
- TikTok Creator Academy
- TikTok Effect House
- TikTok for small business
- Instagram: Reels help
- YouTube: Shorts best practice
- How YouTube recommends
- Pinterest Predicts
- Snapchat for Business
- Hootsuite blog
- Social Media Examiner
- Marketing Week
- Adweek
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
- Google – structured data general guidelines
- Google – review snippet guidance
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