We ran AI UX audits on 10 SaaS landing pages using UXAuditPro — scoring each one across navigation, visual hierarchy, accessibility, conversion optimization, mobile UX, content clarity, and performance.
The results were more consistent than we expected. The same 4–5 problems kept showing up, regardless of the product's size, age, or funding status.
Here's what the data showed.
Scores ranged from 42 to 78 out of 100.
The average was 61. That's a D+ — just passing. For products spending thousands on ads to drive traffic to these pages, that should be alarming.
No product scored above 80. Only two scored above 70.
The dimension with the worst average score across all 10 products: accessibility (avg 38/100). The best average: visual hierarchy (avg 67/100).
This came up in every single audit.
Missing form labels. No keyboard navigation. Colour contrast that fails WCAG AA. Images without meaningful alt text.
It's worth saying clearly: accessibility isn't just a legal checkbox. It affects real users. And many of the fixes take less than a day to implement.
The most common specific failures:
Fix: Run your product through the WebAIM accessibility checker. Add visible labels to every form field. Make sure your primary CTA is keyboard-accessible. These three things alone will move you significantly.
Eight out of 10 products had a headline that described their product category rather than the specific outcome they deliver.
Examples of what we saw (paraphrased):
The products that scored highest on conversion had headlines that named a specific outcome for a specific person.
Fix: Rewrite your headline to finish this sentence: "We help [specific person] [specific outcome] without [specific frustration]." Then compress that into 8–10 words. Test it.
Seven of 10 products had significant mobile UX issues. The most common:
One product had a signup form that was essentially impossible to complete on mobile — the keyboard covered the submit button and there was no way to scroll to it.
Fix: Go through your entire signup flow on a real iPhone or Android device, not browser dev tools. Note every point of friction. Mobile issues are almost always fixable in a single engineering sprint.
"Get started" appeared as the primary CTA on 6 of 10 products.
It's the most generic CTA possible. It tells the user nothing about what happens when they click, what they'll get, or why now.
The highest-converting CTAs we see consistently are:
Fix: Rewrite your CTA to describe the first thing that happens after clicking. Then add a line of friction-reducing copy beneath it (no credit card, takes 2 minutes, free forever for small teams — whatever is true and relevant).
Nine of 10 products had no social proof in their above-the-fold content.
Social proof — testimonials, customer logos, review scores, user counts — is one of the most reliable conversion lifters available. And it costs almost nothing to add.
The question users are silently asking before they sign up is: "Has this worked for someone like me?" Your job is to answer that question before they have to ask.
Fix: Add one specific testimonial from a customer who matches your target user, in the top half of your landing page. Not a name and logo — a real sentence about a real result. "We reduced signup drop-off by 30% after fixing the issues UXAuditPro flagged" is worth more than five generic five-star reviews.
The SaaS products with the highest UX scores weren't the most beautiful or the most technically complex. They were the clearest. They told you exactly who they were for, exactly what they did, and made it easy to take the next step.
Good UX is mostly just good clarity.
Want to see how your landing page scores? UXAuditPro gives you a full breakdown in minutes. Your first audit is free.
Related reading: UX audit checklist — 47 things to check before your next launch
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