August 27, 2026

How To Test And Monitor Structured Data

Written by
Eviee Taylor

TL;DR: Test structured data with two free tools that do different jobs. Google’s Rich Results Test tells you whether a page is eligible for the rich results Google supports, and the Schema Markup Validator checks any schema.org markup, whether Google uses it or not. Once the page is live, monitor it in Google Search Console’s rich result reports, fix critical issues before non-critical ones, and re-test whenever your templates, plugins or business details change. Passing a test makes a page eligible for a rich result. It doesn’t guarantee one, and it won’t improve your rankings.

Structured data (often called schema markup) is code that describes your page to search engines. Visitors never see it, which is why it can break quietly: a plugin update, a template change or an empty field in your CMS can leave it invalid while the page itself looks fine. When that happens, the page can lose the rich result it was showing, often without anyone noticing. 

Testing tells you it works when you add it. Monitoring tells you when it stops.

What a Passing Test Does and Doesn’t Mean

Structured data does two things. It gives Google clues about what’s on the page and, when it’s valid and includes the required properties, it makes the page eligible for rich results, such as review stars, product details or event dates shown in search results.

Eligible isn’t the same as guaranteed. Even when the Rich Results Test says your markup is correct, a rich result may not appear because Google tailors results to the person searching, using things like search history, location and device type. 

It won’t lift your rankings either. Google’s John Mueller put it plainly: “Structured data won’t make your site rank better.” He added that it’s used for displaying the search features in Google’s search gallery. 

We cover this in more depth in Is Structured Data a Google Ranking Factor?

So the point of testing is not to chase a ranking boost. It’s to make sure the markup you’ve added is readable, accurate and still doing the job you added it for.

Which Tools to Use

ToolWhat It ChecksWhen To Use It
Rich Results TestWhich Google rich results a page is eligible for, and any issues stopping themBefore and after publishing any page with structured data
Schema Markup ValidatorWhether any schema.org markup is valid, with no Google-specific checksFor types Google doesn’t show as rich results, and for a full list of what’s on the page
URL Inspection tool in Search ConsoleWhat Google found on its last crawl, and a live test of the current pageAfter publishing, to confirm Google can see the markup
Rich result reports in Search ConsoleValid and invalid items across the whole site over timeOngoing monitoring

The two testing tools are easy to confuse, so it’s worth knowing what each one covers. 

That means a page can pass one and show nothing in the other. Service markup, for example, is valid schema.org vocabulary, but it isn’t one of Google’s rich result types, so the Rich Results Test won’t list it. That isn’t an error. Use the validator to confirm it’s correct.

How to Test Structured Data

  1. Test the code before it goes live. Paste your markup into the Rich Results Test (and the Schema Markup Validator if you’re using types Google doesn’t support). This catches syntax errors and missing required properties before anyone sees the page.
  2. Test the live URL after publishing. A pasted snippet only checks what you pasted. Testing the URL checks the page as it’s served, including markup your theme or plugins add. That’s where you’ll spot a second copy of the same item that you didn’t know was there.
  3. Check the markup matches the page. Markup should only describe content visitors can see. If your markup lists a price, rating or opening hours, they need to match what’s on the page. Markup that breaks Google’s structured data policies can lead to a manual action, which means the page loses eligibility for rich results.
  4. Confirm Google has found it. Once the page is indexed, use the URL Inspection tool in Search Console. It shows the structured data Google saw on its last crawl, and a live test shows the current version. If the live test shows the markup but the indexed version doesn’t, Google simply hasn’t recrawled the page yet. You can use Request indexing to ask it to. 
  5. Test one page from each template. On most sites, structured data comes from templates: every product page, blog post or location page uses the same pattern. For most businesses, we recommend testing one representative page per template rather than every URL, then re-testing that sample after any template change.

If you haven’t added structured data yet, our guide on how to add schema to your website covers the options, from plugins to hand-written JSON-LD.

Critical Issues vs Non-Critical Issues: What to Fix First

Search Console splits problems into two kinds, critical and non-critical, and they matter very differently.

  • Critical issues make an item invalid, which stops it from appearing as a rich result. Fix these first. 
  • Non-critical issues appear under “Improve item appearance” in Search Console. They don’t stop the item from being eligible. They normally point to recommended properties you haven’t included. Recommended properties can give the rich result more detail, so they’re worth adding where the information is genuinely there, but don’t invent details to clear a warning.

Here are the common problems, what they usually mean and where to start with each:

What You SeeWhat It Usually MeansWhat To Do
The tool can’t read the markup, or Search Console shows an Unparsable structured data reportA syntax error, such as a missing comma, bracket or quotation mark, so Google can’t tell what type of markup you meant Fix the code and re-test the live URL
An invalid item with a missing required propertyA required field is empty, often because a CMS or product field was left blankFill in the field at source so every page using the template is fixed
The same item listed twice on one pageOften a theme and a plugin both adding markupKeep one source. Two copies can drift apart, for example showing different prices, and conflicting markup is harder to trust.
Valid in the Schema Markup Validator but nothing in the Rich Results TestThe type isn’t one Google shows as a rich resultNothing to fix for Google, provided the markup is valid
Valid in the Rich Results Test, but no rich result in searchEligibility, not a guaranteeCheck the markup matches visible content, then give it time

How to Monitor Structured Data in Search Console

Testing checks a page at one moment. Search Console shows you what Google finds across the whole site, over time, so it’s where you’ll notice problems you didn’t cause on purpose.

You’ll find the rich result reports under Enhancements in Search Console’s menu, with product snippets and merchant listings under Shopping. Each report has a chart of valid and invalid items over time, and tables of issues and affected pages.

A few things are worth knowing before you rely on them:

  • A report only appears when Google finds valid markup for a supported type. If you use a type Google doesn’t show as a rich result, there won’t be a report for it. The Unparsable structured data report only appears if Google has found broken markup.
  • The reports show a sample. They aren’t a list of every item Google has detected, so use them to spot patterns, not to audit page by page. 
  • Changes take time to show. The reports reflect what Google finds when it crawls, not the moment you publish a fix.

When you’ve fixed an issue, test a live URL in the URL Inspection tool to confirm the fix, then click Validate fix on the issue in the report. Google checks a few of the affected pages first, and validation typically takes up to about two weeks, sometimes much longer.

For most sites, we recommend a quick look at these reports once a month, and straight away after any change to your site’s templates or plugins. What you’re watching for is a change: a jump in invalid items, or valid items falling away.

“The structured data problems we see most often come from migrations, redesigns and CMS moves. On the front end, the site looks fine, so nobody notices until Search Console flags it. Sometimes it’s an ‘Unparsable structured data’ error, and sometimes the Product markup is still there but stripped back to the basics, with offers, review and aggregateRating gone. That’s why we keep an internal checklist, in Google Sheets and Docs templates, that we share with the client’s technical team and developers whenever a site change is planned. It makes sure nothing gets lost along the way.”

— Dariusz Baczyk, Team Lead & Technical SEO Account Manager

When to Re-Test Structured Data

Re-test after anything that could change the markup or the content it describes:

  • You add, edit or remove structured data
  • Your theme, templates or an SEO plugin are updated
  • Your CMS is updated, or you move to a new one
  • You launch a new type of page, such as location pages or a new product range
  • You migrate the site: test before and after launch
  • Prices, opening hours, contact details or other marked-up details change on the page
  • A Search Console report shows a jump in invalid items, or rich results you had disappear

Wildcat Digital Example: After a theme and plugin update on a client’s site, something was clashing between the two, and the structured data stopped outputting as it should. The site itself looked fine, but Search Console began reporting “Unparsable structured data” errors. We monitored the change, then updated all the plugins and the template again, which resolved the conflict. To finish, we used “Validate fix” in Search Console so Google would recrawl the affected pages and confirm the schema could be read and indexed properly.

Our Top Tip: If a rich result report disappears from Search Console or its numbers collapse overnight, check Google’s documentation updates before you touch your code. Google retires rich result features from time to time: FAQ rich results stopped appearing in Google Search in May 2026, and Google’s Search Console help no longer lists an FAQ report. If the feature has gone, your markup hasn’t broken, and there’s nothing to fix. If it hasn’t, test a live URL from the affected template to find what changed.

Structured Data Testing FAQs

You don’t have to. Google’s documentation update says FAQ rich results stopped appearing in Google Search from 7 May 2026, and it doesn’t ask site owners to remove existing markup. Leaving it in place just means Google won’t show an FAQ rich result for those pages.

No. Warnings, which Google calls non-critical issues, don’t stop a page from being eligible for a rich result. Add the missing recommended properties where the information is on the page and useful, and leave the rest.

How Wildcat Handles Structured Data Testing

Structured data is one of the areas our technical SEO work covers, alongside crawlability, indexing and site structure. We add structured data for local businesses, products, reviews, recipes and videos, and a technical SEO audit looks at it alongside the rest of your site.

If your structured data is throwing errors, or you’d like it reviewed as part of a technical SEO audit, you can arrange a free consultation with us.

Last Reviewed: 7 October 2026

Post by

Eviee Taylor

Will Hitchmough

Founder

Our founder, Will Hitchmough, worked at a number of high profile Sheffield Digital Agencies before founding Wildcat Digital in 2018. He brings an extensive knowledge of all things related to SEO, PPC and Paid Social, as well as an expert knowledge of digital strategy.

Digital Marketing can be a minefield for many businesses, with many agencies ready to take your money without knowing how to deliver results. I founded Wildcat Digital to deliver digital success to businesses with smaller budgets in a transparent way.

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Rich joined us in May 2024 to head up our growth team. With years of experience helping other agencies to grow, Rich joins us at an exciting time as Wildcat is working on a five-year plan to become one of the biggest agencies in the UK.

Outside of work, Rich is a father to three children, which keeps him very busy! He’s also recently started running again to keep fit and loves a bit of DIY.

Sarah Tyree

Head of Digital

Sarah joined Wildcat in January 2025, bringing over seven years of SEO expertise to the team. With a background in Fashion Communication and Promotion, she has worked both in-house and at agencies, covering a range of digital marketing specialisms before focusing on SEO.

Passionate about all things search, Sarah thrives on helping brands grow their online presence.

Outside of work, she enjoys walking her dog, running, and shopping for vintage clothing.

 

Amelia Ashman

Office Manager

Amelia joined Wildcat Digital in January 2025, bringing extensive experience in HR, Health & Safety, Facilities Management and IT Support. Previously an Operations Manager at The University of Sheffield, she has a strong background in creating efficient and well-organized work environments.

Specialising in HR, Health & Safety, and Facilities Management, Amelia ensures the Wildcat Digital team has the resources and support needed to thrive. Whether managing office operations, maintaining compliance, or fostering a positive workplace culture, she keeps everything running smoothly.

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Siena Russell

Client Partnership Manager

Siena joined us in 2023 with a background in sales and digital marketing. She leads on client relationships across the company, ensuring that our customers are happy throughout their journey with us, from their initial consultation through to onboarding and beyond. 

Outside of work, Siena enjoys travelling and getting stuck into the local culture. She likes to make the most of her experiences and particularly enjoys watching sunrises and sunsets from beautiful locations around the world.

Paul Pennington

SEO Account Director

Paul has a strong background in SEO, having previously founded and ran a successful eCommerce business, as well as running a personal blog that achieves an average of 17K users per month. Paul’s knowledge of SEO is extensive, with a strong emphasis on client handling and technical SEO.

Outside of work, Paul enjoys spending time with his family and staying active with weight lifting and combat sports.

Dariusz Baczyk

Team Lead & Technical SEO Account Manager

With a degree in Computer Science and SEO experience dating back to 2017, Dariusz has a wide range of SEO skills and knowledge. His specialist knowledge of Technical SEO has firmly landed him the title of Wildcat’s Technical Wizard, and he has recently taken on the responsibility of Team Leader for the Panthers Team.

In his spare time, Dariusz loves hiking, experimenting and trying new coffees and loves learning new things. He is currently learning more about CRO and AI and how this could benefit our clients.

Molly Sturgeon

Team Lead & Senior SEO Account Manager

With a background in sales, Molly is a natural Account Manager, brilliantly handling any issues that come her way. Having joined us as a Digital Marketing Executive, and working part-time through her final year of University, Molly is a shining example of how hard work pays off. She is now an SEO Account Manager with a particular interest in Content and Client Management. 

In her spare time, Molly loves to get out in nature, hiking and exploring the Peak District. She also loves cooking and likes to unwind with a bit of yoga.

Libby Oldale

PPC Team Leader

Libby joined Wildcat in 2021 as our first PPC hire. With a degree in Digital Media Production, a Master’s in Digital Media Management and previous experience in Social Media Management, Libby hit the ground running and has since climbed the ranks to Senior PPC Account Manager and has a particular interest in the eCommerce sector.

Outside of work, Libby likes gaming, and cooking and likes to keep active by lifting weights.

Jamie Stowe

Senior SEO Account Manager

With a degree in Film and TV production, and a varied career history, Jamie made the move to marketing with a Masters degree in Digital Media Management. He has since worked in SEO at Agencies across Sheffield, before joining Wildcat and working his way up to SEO Account Manager. Jamie has a particular interest in backlinks and Digital PR and has recently gained a client a valuable backlink from Forbes!

In his spare time, Jamie is an avid foodie and loves trying new restaurants and cuisines. He also loves to travel and spent a year travelling to Australia after university.

Jasmine Savery

SEO Account Manager

Jasmine joined Wildcat in 2022 with a strong background in SEO and Account Management. At the time, she was finishing up a Level 4 Apprenticeship in Digital Marketing from the Chartered Institute of Marketing, and has since worked her way up to SEO Account Manager. Jasmine excels at content writing and promotion, and particularly enjoys finding creative ways to join the dots on multi-channel campaigns.

In her spare time, Jasmine volunteers at a charity, helping combat loneliness & social isolation experienced by older neighbours. Outside of Wildcat, she owns a catering company, Savery Grazing, creating delicious grazing tables & platters for a range of events. She also loves skiing and exploring the Peak District.

Andy Blanchard

SEO Account Manager

Andy joined Wildcat in 2023 after starting his digital marketing career in-house for a local Sheffield company. Since joining, he has developed a strong interest in Technical SEO and has strong skills in Account Management. 

Outside of work, Andy loves music and plays in a couple of bands. He also enjoys rock climbing, cycling, photography and good food.

Tom Brookes

PPC Executive

Before joining Wildcat, Tom worked across different industries, building skills in sales and customer service. He later developed a passion for digital marketing whilst working on personal marketing projects and freelance ventures, and gained numerous certifications in PPC and Social Media. 

Outside of work, Tom enjoys staying active by going to the gym and hiking. He also loves travelling and motorbiking.

Kezia Humphries

SEO Account Manager

Kezia joined us in July 2024 after completing a CIM Certificate in Digital Marketing and gaining experience in Content SEO at another Sheffield agency.

In her spare time, Kezia loves to get outdoors, bouldering, hiking and travelling.

Alex Hickling

PPC Account Manager

Alex joined Wildcat Digital in December 2024 as a Senior PPC Executive, bringing a strong background in Paid Media, Paid Social, and Programmatic advertising. With a degree in Business & Marketing and Google Ads certifications, she has the expertise to craft high-performing campaigns that drive results.

Before joining Wildcat Digital, Alex worked at two leading agencies in Leeds, honing her skills across various digital advertising platforms. Her analytical mindset and strategic approach help businesses maximize their online presence and advertising budgets.

Outside of work, Alex enjoys spending time with her dog, Lola, and going on walks with her dog walking group. She’s also a keen footballer and loves playing five-a-side whenever she gets the chance. Her enthusiasm and team spirit make him a great addition to the Wildcat Digital team.

Amy Varley

Senior SEO Executive

Amy joined Wildcat in 2024 with a background in journalism, having worked as a News Editor and Editor-in-Chief at The Sheffield Tab. She is naturally interested in Content SEO and research, so will no doubt prove to be a content power-house.

In her spare time, Amy loves watching crime shows, listening to music and hanging out with her dog, Eddie!

Reiss Mason

SEO Senior Account Executive

Reiss joined the Wildcat Digital team in July 2025, with a background in journalism and digital content, Reiss brings both creativity and technical know-how to the team.

After graduating with a Journalism Studies BA from the University of Sheffield, where he also served as Games Editor and Deputy Editor for the student-run newspaper – Reiss jumped straight into the world of climate tech communications.

Outside of work, Reiss loves crochet, swimming, playing guitar, and diving into both video and board games. He’s always up for picking up new skills and trying new things – which makes him a perfect fit for our team!

Lucy Young

Senior SEO Executive

Lucy joined the WildcatDigital Team in August 2025, with solid SEO experience and a creative edge from her work in wedding videography, a combination that brings both strategic insight and storytelling flair to the team.
When she’s not deep in keyword research or editing stunning wedding footage, you’ll probably find Lucy exploring new places on long walks or unwinding with a few books.

Bekky Croson

Office Assistant

Bekky joined the WildcatDigital Team in October 2025, with over a decade of customer-facing experience – including running her own vegan café.

Bekky brings a wealth of energy and expertise to the team. When she’s not keeping things running smoothly in the office, you’ll find her cooking up a storm for friends or playing hockey with the Sheffield Women’s squad.

Bianca Croitoru

PPC Account Manager

Bianca joined the WildcatDigital Team in October 2025, having worked with charities from £100k to £7M, blue-collar lead gen businesses, and clothing e-commerce brands – building multi-channel marketing strategies that flow seamlessly, Bianca will be a real asset to the team.

When she’s away from the office, Bianca loves diving into holistic health experiments… and indulging her inner conspiracy theorist (or truth seeker, depending on who you ask).

Fiorela Imerai

SEO Account Director

Fiorela joined the WildcatDigital Team in October 2025, she joins us with a strong background in SEO and Digital PR, helping UK and global brands grow their online presence and strengthen their reputation.

Outside of work, you’ll usually find her cooking, exploring new places, or “just browsing” flights… that she’ll probably end up booking!

Eviee Taylor

SEO Senior Executive

Eviee joined the WildcatDigital Team in January 2026 and has a background in marketing and SEO for the education and theatre industries, with a keen passion for writing and accessibility.

She is also a keen crafter, theatre-goer and certified cat lady!

Liv Hardwick

Content & Proposal Writer

Liv joined the WildcatDigital Team in June 2025, with a strong background in financial admin and client care, Olivia is taking an exciting step into the creative world – and we’re so glad she’s doing it with us!

She’s currently studying content creation through her apprenticeship with Wildcat, and already bringing fresh energy and creativity to the team.

Outside of work, Olivia runs her own BIAB nail business, loves reformer Pilates, long walks, and is a member of a competitive dance team.

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