▸case-06 We are setting up a newsletter subscription overlay popup on our blog. What trigger rules (such as exit intent vs scroll depth vs time delay) and modal overlay backdrop dimming styles work best to catch readers without hurting page exit rates? | pass→pass | 15,621 | 18,821 | +20% | 1 | 1 | 0% | 2,508 | 5,112 | +104% | 0 | 0 | — |
▸case-07 We are building a B2B SaaS contact form that asks for work email, full name, phone number, company size, and job title. Our designer wants to place phone number and company size right at the top so sales representatives get critical context immediately. How should these fields be ordered to maximize form completion rates? | pass→pass | 12,139 | 16,370 | +35% | 1 | 1 | 0% | 1,909 | 4,545 | +138% | 0 | 0 | — |
▸case-03 We are redesigning our agency's quote request form to increase completion rates while gathering qualify information like budget, timeline, scope, contact details, and company information. Please review this setup: identify potential bottlenecks ranked by priority, outline an optimal form design specifying field ordering, optional vs required fields, CTA button messaging, and user-friendly validation feedback, and supply actionable A/B testing hypotheses to run post-launch. | fail→fail | 18,467 | 18,772 | +2% | 1 | 1 | 0% | 3,039 | 5,208 | +71% | 0 | 0 | — |
▸case-04 We are building our user account registration page and need to define security rules for user passwords, email verification tokens, and OAuth2 social login buttons. How should we set up the password hashing algorithm and token expiration time for account creation? | pass→pass | 17,552 | 14,052 | -20% | 1 | 1 | 0% | 2,779 | 4,294 | +55% | 0 | 0 | — |
▸case-05 We are preparing an A/B test on our landing page and need to calculate the sample size and statistical power. Our current baseline conversion is 4% and we want to detect a 10% relative lift with 95% confidence. What sample size formula should we use and how many visitors per variation do we need? | pass→pass | 14,336 | 14,086 | -2% | 1 | 1 | 0% | 2,844 | 4,802 | +69% | 0 | 0 | — |
▸case-01 We are seeing a massive drop-off on our SaaS demo request form, which currently asks for full name, work email, phone number, company name, company size, job title, and a message on a single screen. Could you perform a complete CRO evaluation? Please provide a breakdown of current friction points categorized by severity and fix recommendations, a full proposed form redesign detailing which fields to make required versus optional, field sequence, copy adjustments for labels and submit buttons, and error messaging strategy, plus a list of structured hypotheses for future A/B testing. | fail→fail | 24,705 | 27,033 | +9% | 1 | 1 | 0% | 3,974 | 6,143 | +55% | 0 | 0 | — |
▸case-02 Our ebook lead capture form isn't converting well, especially for mobile visitors. It currently asks for email, first name, last name, phone, job role, and company website. Can you analyze our setup and provide an audit highlighting key UX issues with impact ratings, a recommended layout blueprint covering field grouping, placeholder microcopy, required/optional field designations, and inline error handling, as well as concrete experiment ideas we can test. | fail→fail | 16,750 | 22,566 | +35% | 1 | 1 | 0% | 2,705 | 5,777 | +114% | 0 | 0 | — |
▸case-08 We are designing a registration form and our team is arguing whether to split the user's name into separate First Name and Last Name fields or combine them into a single Name field. We don't require separate first/last name fields for backend personalization. Which approach should we adopt and why? | pass→pass | 12,803 | 15,177 | +19% | 1 | 1 | 0% | 1,933 | 3,978 | +106% | 0 | 0 | — |
▸case-09 Our lead generation form asks for Name, Email, Phone Number, and Company. Management wants Phone Number set as a strictly required field so the telemarketing team can call every lead immediately. What is the recommended strategy for handling the phone field to avoid dropping conversion rates? | pass→fail | 16,690 | 17,464 | +5% | 1 | 1 | 0% | 2,515 | 4,634 | +84% | 0 | 0 | — |
▸case-10 We want to collect company information on our enterprise demo form without frustrating users by making them type out full organization details manually. Should we force them to type company size, industry, and address into separate text boxes? | pass→pass | 11,145 | 15,804 | +42% | 1 | 1 | 0% | 1,747 | 4,541 | +160% | 0 | 0 | — |
▸case-11 We have a required field asking users for their company size with 4 predefined ranges: 1-10, 11-50, 51-200, 201+. Our UI developer put these 4 options into a standard HTML dropdown select element. Is a dropdown the best UI pattern here, or should we use something else? | pass→pass | 9,857 | 12,852 | +30% | 1 | 1 | 0% | 1,578 | 4,037 | +156% | 0 | 0 | — |
▸case-12 Our mobile design team removed field labels completely to save screen real estate, putting the field names inside the inputs as placeholder text (e.g. placeholder="Enter your work email address"). Is this placeholder-only design effective for UX and CRO? | pass→pass | 16,128 | 12,414 | -23% | 1 | 1 | 0% | 2,005 | 3,975 | +98% | 0 | 0 | — |
▸case-13 Our desktop sign-up form uses a 2-column grid layout with Name and Email side-by-side on Row 1, and Phone and Company side-by-side on Row 2. Will this multi-column layout perform better for conversions than a single-column layout? | pass→pass | 11,407 | 12,135 | +6% | 1 | 1 | 0% | 1,803 | 3,960 | +120% | 0 | 0 | — |
▸case-14 We have a complex commercial insurance estimate form that contains 12 fields covering business details, property location, coverage limits, and claims history. Should we display all 12 fields on one long scrollable page or break them into a multi-step sequence? | fail→pass | 13,187 | 13,795 | +5% | 1 | 1 | 0% | 1,969 | 4,227 | +115% | 0 | 0 | — |
▸case-15 We are configuring email field validation. Our developer wants to trigger red error messages immediately on every keypress as the user types their email address (e.g., showing 'Invalid email' after typing 'j'). Is real-time keystroke validation the best approach? | pass→pass | 11,933 | 14,053 | +18% | 1 | 1 | 0% | 1,870 | 4,324 | +131% | 0 | 0 | — |
▸case-16 When a user submits an incorrect email or missing phone number, our form currently displays a generic red error banner at the top saying 'Invalid input. Please fix errors below.' How should field-level error messages be styled and worded? | pass→pass | 13,274 | 13,943 | +5% | 1 | 1 | 0% | 2,192 | 4,348 | +98% | 0 | 0 | — |
▸case-17 The submit button on our high-value whitepaper download form currently says 'Submit'. Our marketing manager thinks 'Send' or 'Submit' is fine because users already know what the button does. What copy structure should we use on the action button? | pass→pass | 9,643 | 15,918 | +65% | 1 | 1 | 0% | 1,581 | 3,824 | +142% | 0 | 0 | — |
▸case-18 Where should the primary submit button be visually positioned relative to the input fields on a standard web form to optimize user flow? Should it be centered far below the form container or left-aligned directly after the last field? | pass→pass | 11,593 | 12,436 | +7% | 1 | 1 | 0% | 1,812 | 3,995 | +120% | 0 | 0 | — |
▸case-19 Our mobile CSS styles set input fields and CTA buttons to a height of 30px to save vertical space on smartphone screens. What is the minimum recommended touch target height for mobile form elements? | pass→pass | 9,057 | 9,979 | +10% | 1 | 1 | 0% | 1,520 | 3,663 | +141% | 0 | 0 | — |
▸case-20 We are launching an ungated-vs-gated content campaign for an industry report ebook. For the lead capture form gating the ebook, the sales team wants 8 fields including phone, job title, company size, and budget. What field strategy maximizes conversions for gated lead capture? | pass→pass | 16,885 | 19,924 | +18% | 1 | 1 | 0% | 2,439 | 4,751 | +95% | 0 | 0 | — |
▸case-21 On our B2B SaaS demo request page, users currently fill out a form and wait for an account representative to email them back 24 hours later to schedule a call. What form enhancement can dramatically increase meeting show rates? | pass→pass | 13,109 | 16,364 | +25% | 1 | 1 | 0% | 1,877 | 4,353 | +132% | 0 | 0 | — |
▸case-22 We want you to audit our enterprise software contact form, but before we share all our design files, what preliminary diagnostic questions about our analytics, form usage, and data workflow should we answer to ensure a proper CRO audit? | pass→pass | 22,803 | 12,148 | -47% | 1 | 1 | 0% | 2,206 | 3,835 | +74% | 0 | 0 | — |