Checkout Optimization Backed by UX Research, Not Guesswork
Get instant, research-backed answers to checkout optimization and checkout UX questions ā powered by Baymardās 200,000+ hours of ecommerce UX research.
An AI UX Research Assistant ā Trained Only on Proven Data
UX-Query is an AI-powered search tool that lets you ask precise checkout optimization questions and get direct answers backed by Baymardās research, not opinions or scraped web content.
UX-Query is used to answer real checkout UX questions about form design, error handling, payment methods, trust signals, and abandonment drivers.
Baymardās UX research is used by 29,000+ UX professionals and by 71% of all Fortune 500 ecommerce companies






Get Research-Backed Answers in Seconds, Not Days
UX-Query helps you navigate Baymard's extensive research database efficiently, connecting you with relevant findings and best practices in seconds.
With instant insights from UX-Query, you can respond to stakeholder questions with research-backed answers and move the design process forward faster than ever.

Access Insights Across Every Use Case and Component Type
From checkout flows to mobile navigation, UX-Query helps you explore best practices across hundreds of UI patterns and components.
Get relevant insights for the exact problem your organization is facing in no time at all ā solving your biggest UX challenges has never been easier.
UX-Query is trained toĀ only provide answers based on the insights from Baymardās 200,000+ hours of UX research.

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Research-Backed UX Insights
Refining your user experience and justifying your design decisions has never been easier.
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Over 700 UX best practice guidelines based on 200,000+ hours of user testing.
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Get an in-depth audit for your site carried out by our team of UX experts.
UX-Ray (Version 2.0)
Automatic UX analysis for any ecom site. Scan your site and uncover your biggest UX opportunities in minutes.
UX-Query
Get instant answers to any UX question with our AI-powered search assistant.
UX Benchmarking
Get UX performance measures for your site and see how you stack up against the industry leaders and direct competitors in your market.
Review Tool
Self-assess the UX performance of your site with our manual UX review tool.
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18,000+ annotated full-page UX design examples from the world's biggest brands.
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What Our Clients Say
Baymardās research is used by 29,000+ brands, agencies, researchers, and UX designers, across 80+ countries, and includes 71% of all Fortune 500 ecommerce companies.

āHaving Baymard is like having access to a magical UX super power. I can't believe how helpful and easy to use it is, given the vast array of tools and information they provide!āAriana Biedebach Manager, UX Research at Levi Strauss & Co.

āBaymardās training provides the proper language and sound evidence to understand what it means to create a truly usable interface in the ecommerce business.āSemion Lapin UX Designer at Deloitte Digital

āIntelligent, consumer-focused insights that are clear and actionable. The team in the room really loved the way the Baymard Institute highlighted the optimizations in the various user experience elements (copy, layout, design, calls-to-actionā¦), from the perspective of consumer struggles. Baymardās Usability research really complements our other existing research tools.āWill Close Director of A/B Testing at Nike.com

āI just wanted to take a minute to thank you for the amazing work on this audit. You should know that this has been very well received internally and thereās a lot of excitement around adopting the ideas you have shared.āSudeep Agarwal Growth Manager at Google Shopping

āBaymard has been a great resource in helping us improve the customer experience. We are continually applying these best practices to our sites.āBryan Trogdon Director of User Experience at Office Depot

āThese reports are fabulous. The content is exactly what our team has been looking for, and so much more! Extremely helpful, thank you!āCary Moody Usability Researcher at Hallmark

āWe implemented āE-Commerce Checkout Usabilityā guide for all our stores and saw doubling of checkout conversion rates. We will soon work on implementation of other usability guidelines. Thank you Christian and Jamie for your excellent work!āSergey Vorozhtsov CEO at S3 Stores, Inc.

āSome time ago we purchased the Ecommerce Homepage & Category report - the research and insights are extremely useful to us and help us a lot in our work!āEliza Savov CX Research Team Lead at Clicktale

āBaymard produces some of the most relevant and actionable user experience research available. They really understand the needs of UX and Product Management professionals, and their deep experience in the eCommerce field allows them to offer sophisticated, nuanced insights.āKerry McAleer Former Director of UX Research at Sears

āMy team loves Baymard Premium and it has become a valuable tool for us. We consult with a number of large brands and manage their eComm (both DTC and eRetail) and your data is amazing, it gives us all the testing data without having to run the tests ourselves. Our clients appreciate us having the depth of knowledge Baymard provides, weāve used Baymard data multiple times to defend our recommendations and to inform our designs.āDean Rizzuto UX Director at Integer Group

āThe UX audit was very thorough and valuable insights were provided. It's particularly helpful to know which recommendations are the most impactful and lower in cost. It's also helpful to see which issues are the biggest offenders and how we stack up to the selected competitors.āAriella Galvin Sr. Digital Merchandising Manager at CVS Health

āI appreciated the detailed audit and found the readout to be insightful and inspiring. The Baymard team did a fabulous job of explaining methodology, answering questions, and providing best practice recommendations! āJenn Keller Sr. UX Designer at KFC

āDamn. The reports that the @Baymard folks do cost money, but theyāre worth it.āSteve Krug Author of āDonāt Make Me Thinkā

āBaymard's audit services give us a detailed view of usability improvements across our entire site. This is so much more comprehensive than running individual usability studies.āGideon Ansell UX Director, Global eCommerce at Staples

āIām an avid user of your reports and recommendations. I have leveraged your articles and findings throughout my career in B2B, B2C, and hospitality.āJenny Urban User Experience Director at Ace Hardware

āThis was indeed very helpful guidance and a very well-documented roadmap for us to fix, validate, organize, collectively understand and continually improve our ecommerce foundation.āCat Brunson UX Manager at Columbia Sportswear

āI can not tell you how much help your benchmark studies have been for our company, e-commerce and UX teams. We have used and continue to use these reports for baseline benchmarks as we build test protocols or eye tracking scripts etc. in lab.āCatherine Brunson Customer Experience Strategist at Belk

āExcellent tool ā looking forward to using it with our other sites and prototypes as theyāre developed.āLeah Kaufman Senior UX Research Manager at Lenovo

āYour company produces an excellent product suite: research, training, contextual examples, and the review tool all in one. It should be core training for most roles in e-commerce focused digital agencies.āJoe Sevits VP of Digital Solutions at Blue Acorn iCi

āI really like the work Baymard Institute does around usability. Their articles often get my Ecom gears turning.āRyan Finley Site Search Professional at Kohlās Department Stores

āWeāve received some awesome feedback from our Merchant Success team as well as our merchants about all of the UX Audits weāve had thus far with Baymard. Thank you so much to you and your team for all of your hard work. The pilot with Baymard has been going fantastic and Iām really excited with all that weāre learning! You have an amazing platform, team and super helpful data base for us to work with.āNicole Papp Merchant Success Manager, Shopify

āThank you very much for the 7 usability audits of our country-specific sites. The audits have provided us with specific and actionable advice, allowed us to prioritize development resources, and enabled us to compare UX performance between the 7 different country-specific sites, and against State of the Art implementations. The audit itself is done really professionally, and the recommendations contain actionable and insightful information.āMirko Sablic EU eTransformation at āDeutsche Telekom / T-mobile

āThank you. This was an excellent piece of work: professional, thorough, and actionable for the team. Weāre very happy with the work Baymard has done for us.āAlex Wright Director of Research at Etsy

āGreat UX report on shopping cart checkout forms/process we have used in a few audits recently. āDigital Telepathy @dtelepathy

āIt is immensely valuable having a thorough, independent study to help validate my work and in particular, help facilitate buy-off from stakeholders. Baymard has quickly become one of my most trusted resources for the UX/UI field.āJason Greene UX Design Lead at ClickBank

āAn eye opener. This UX audit helped validate assumptions we had regarding our site but also provided visibility on issues we overlooked. Recommendations were in depth and provided ways for improvements.āMichael Tran Sr. Business Analyst at Sony PlayStation

āThanks for everything. The audit was extremely useful, I think we have gained valuable insight.āTara Costa Senior Manager at Jarden Consumer Solutions (FoodSaver, Breville, etc.)

āExcellent, very thorough, great callouts!āJonathan Bleier Senior Global SEO Manager at McAfee

āI have found the M-Commerce and E-Commerce reports very useful, thank you!āJosh Shaw Web Manager at Keurig Green Mountain

āThe recommendations in our audit were awesome - well prioritized, actionable and helped us focus on what to optimize. This audit, along with the ecommerce database access, are my go-to resources for thorough, insightful information. Thank you!āErin Straub UX Design Manager at Nutrisystem

āGiven the tricky science of conversion rate optimization, it is great to know that you are dealing with professionals whose advice is based on solid research. It was a pleasure collaborating with the Baymard team.āAaron Henig Operations Manager at Epicenter Consulting, New York

āThis is very, very useful! Let me check what we can do to improve the usability in the Smashing Shop.āVitaly Friedman Editor in Chief of Smashing Magazine

āWow, this is great! Just reviewed it with the team. Itās a huge help and weāre excited to fix these issues.āAnthony Thomas UX responsible at StickerMule.com

āThe walkthrough today was great. The report was very, very well done and loaded with great opportunities for us to improve our business. I wanted to again express my appreciation for working with us on such a condensed time frame last month. You and your team have been amazing partners to us and we very much appreciate the work, expertise and partnership.āWendy Bonnstetter UX Director at Hallmark Cards, Inc.

āWe like what we are reviewing from the audit - great analysis and feedback.āDavid Polanco UX Lead at Carnival Cruise Lines

āWe have worked with a number of third party companies before on various projects/audits, and I can certainly say that working with Baymard was not only a pleasure; but you delivered on time; to the level of depth we wanted; addressing important issues; and answering all our questions; and you did all this for a great price. A big THANK YOU on behalf of N11.āEfe Yaman Program Manager at n11.com

āBaymardās real-user research is invaluable for ecommerce marketers. It leaves no stone unturned, and with the guideline checklists provided, youāll be well equipped to optimize your mobile presence.āLinda Bustos Director of E-commerce Research at Elastic Path

āWe found the audits extremely helpful and validated a number of changes we have been wanting to make or are in the process of making, so thank again for all the great insights.āColleen Kersting eCommerce Marketing at Harley-Davidson

āThe Baymard reports have proven to be an invaluable resource for us. Comprehensive, pragmatic and actionable. We have redesigned our checkout process and made changes to our category pages based on usability guidelines in the reports.āJill McDonald UX Architect at Room & Board

āThe Baymard Institute have some seriously good reports on ecommerce usability, design, and best practicesāJosh @ Digital Darts @digital_darts

āWorth every dollar. Itās well done, good looking and simply very useful.āJan Jursa Curator of IATV and the MobX conference

āI love the information that you guys provide and have bought a couple of reports. Love them.āKaren Kysar Site & Search Optimization Lead at iProspect

āReally good rundown on all these thing. I definitely think we got a lot of value out of it, and weāre excited to get it all in and do some A/B testing on this.āGreg Dalby Director of E-Commerce at Purch

āWe implemented the majority of your checkout recommendations and a/b tested most of them, in every instance your recommendation provided the catalyst for us to make an improvement. Your approach and methodology has proven itself to be valuable. Now, when a new report comes out from your office we just buy it right away.āChris Hall President of RepairClinic.com

āBaymardās UX training week was invaluable. Christian presented the companyās vast research in an organized and digestible format that encouraged actionable takeaways. I canāt wait to share these learnings with my colleagues!āNikki Orsborn VP of Creative at Branding Brand

āYou guys help us, our clients (and our clientsā users), in delivering a better user experience through your research. I really appreciate it.āFernando Valentini Managing Partner at eNe Solucoes

āThis is without a doubt the most important eCommerce training Iāve ever done. Knowing the right approach for converting the average user puts us massively ahead of the competition.āJames Gilbert CEO at Solutionists

āThe Baymard team has been a delight to work with on the JohnLewis digital platform audit. They responded to the brief very well, have been very accessible for ongoing clarification and queries and Rebecca was excellent in the recent team share, articulately presenting findings in an engaging walk-through with the wider team which will really support driving engagement and a robust response. Many thanks for all the effort and focus folks.āGreg Woods UX & UI Design and Research Manager at John Lewis

āThank you for the UX audit presentation, it was FANTASTIC. People here are quite pleased and amazed by the amount of work that was put into this.āMarc Ulrich Associate Director of Web Usability at Bell Canada

āHere at Boxed weāre a small team who are BIG fans of your research. Your services have been immensely helpful to us as a small UX/UI team, and we are so excited to have a new version of our own product page going into development later this month.āJillian Crudo Product Design Manager at Boxed

āI just wanted to reach out to you personally and commend you for hosting a terrific course. Itās quite seldom I find myself learning quite as much and gaining so many new perspectives in such a short period of time. So please keep up the good work and keep on inspiring other fellow UX practitioners!āVictoria Rƶnning UX Designer at PriceSpy

āIām very impressed! Not about our siteās performance, quite the opposite, but about your work. Very detailed and packed with great and tangible advice. This was exactly what I dreamt about, but sometimes you just have to be careful dreaming.āKenneth Avnsted CEO at Anodyne

āWe implemented this [1 of the 15 audit suggestions] and since then weāve had a 20% increase in warranties added and a pretty healthy average order increase because of that. That was a great suggestion, it hit our bottom line immediately.āJustin French Director of E-commerce at Fast Growing Trees

āI often refer to myself as āthe worst type of userā because I have adapted to standard/bad UX practices when browsing eCommerce sites. I have found Baymard Institute is an incredible resource for getting some insight into user behaviour for making websites foolproof.āJesse Davies Design Manager at Retail Express

āTruly a great learning experience about almost every aspect of eCommerce and the steps you need to take to improve the shopping experience for your users. Everyone working with eCommerce should attend this course. Absolutely worth the investment!āAxel GiƦver Senior UX Designer at Dekode

āThe Baymard E-commerce Usability reports have proven to be a valuable resource for UX teams within our organisation both at group and operating company level. The reports contain precise, actionable insights and recommendations which are backed up by extensive research and data. The severity and frequency ratings have helped our development teams to prioritise which areas to improve first. The most recent improvements weāve recommended from the Ecommerce Search report have been extremely well received by senior stakeholders and have already been fed into the backlog.āClaire White UX Specialist for Kingfisher PLC

āI just wanted to let you know that I think your site is the best thousand bucks Iāve ever spent. I wish I found you years ago.āChris Lambrinides Partner at Window Cleaning Resource

āChristian Holst and his team have done it again. Rock-solid research backed up by numbers that canāt be argued with. Weāve been using Baymardās research for many years now and consistently find value in it in the form of highly applicable guidelines. The cost of the annual subscription has paid for itself many times over. Thank you for that, Christian.āRobert Knoerk CEO at Binary Minds

āBaymard has helped so much: UX was a brand new role at my company when I was hired. I was researching, planning, and designing UX & UI for 5 different products, all by myself. After showing real-world, bottom-line results from a UX centered approach to our products, we have expanded our UX team and greatly improved our UX-to-product process. Baymardās research database was a critical component to my (and my companyās) success. Thank you!āGeoff Jensen Head of UX at Wrench Inc.

āWe have recently tested some of your recommendations for the Avast checkout and got some great wins!āTomas Janu E-Commerce Director at Avast

āThe Baymard UX audit has been a revelation for our organisation and will likely become a vital tool in our process moving forward.āPeter Fitzsimons Product Design Team Lead at CarTrawler

āClear, concise, actionable, data-driven insights!āDani Ibarra SEO Manager at Caleres

āWorking with Baymard for our UX audit was an exceptional experience from start to finish. Their attention to detail, depth of analysis, and clear communication throughout the process truly exceeded our expectations. The insights they provided were not only actionable but profoundly insightful. I highly recommend Baymard for their expertise, professionalism, and commitment to elevating user experiences.āMehmet Cakir Ecommerce Product Manager at Monster Notebook

āThe audit was extremely eye-opening, and having examples that explored different categories was extremely beneficial. Excited to take these learnings back to my account and share your insights.āAlicia Klipa Sr. Customer Marketing Manager at Tempur Sealy International

āThe audit opened our eyes once again, as we are often blind to our own operations. The comparison with competitors' best practices was particularly helpful.āDerrick Drakeford UI/UX Designer at IONOS SE

āExceptional audit with actionable points and excellent examples. āKimberly Wells Sr. Product Owner at Infinite Electronics

āThis UX audit is helping us to compare ourselves against the industry benchmark and prioritize UX improvements accordingly. All with an insight-driven mindset and not as an agency that would sell you hours after this!āFlore Delecourt Global E-commerce Manager at Stokke

āOur UX Auditor was very engaged and responsive throughout the entire 2-week audit process. Delivered quicker than expected. We feel confident that the insights will be constructive.āChristopher Rupert Digital Product Owner at ADI Global

āVery insightful and interesting. Marilyn was great and explained the audit really clearly.āLivia Biondino Lead Product Designer at Charlotte Tilbury

āOne of the most valuable audits we have ever had with loads of actionable advice that will more than pay for itself in the short run.āMark Costigliola Director, eCommerce Operations at Travelpro

āThe audit results were accurate to our business model and pinpointed actionable updates that should see vastly improved UX.āRob Stroh Front End Web Designer at Home Hardware

āBaymard exceeded my expectations at every opportunity. The findings of the audit helped to shift the narrative from "our website isn't that bad" to "we need to invest significant resources in our website to succeed."āWill Fox Senior Manager, Web Operations at Big Ass Fans

āWe appreciate that the audit not only shows problems but also potential solutions in an easy-to-understand and very well-structured way.āMarc Schuster Online Marketing Manager EMEA at ACCO Brands

āVery thorough evaluation against a clear set of criteria; highly knowledgeable staff and insightful Q&A presentation.āAndreas Frank CEO at Net32
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January 27, 2026

