Just launched swiplio — free AI landing page & ad image audits (looking for brutal feedback)

Hey @kangchuljung, congratulations on the launch of Swiplio!
I took some time to check out the platform and compile a thorough UX and product-retention audit specifically addressing your questions about UI confusion and weekly retention features [1.2.8].
Here is a breakdown of my thoughts and a few actionable suggestions:

1. Where the UI Confuses Users (Onboarding Friction)
   The Multi-Product Choice Split: Right out of the gate, you have three distinct launch paths live: Roast, Teardown, and Image Scan. When a user arrives with a desire to analyze their project, forcing them to select a mode before they experience the product causes immediate cognitive friction [1.2.8].
   The Fix: Use a single, unified search omnibar on the hero section. Let them drop a URL or an image into the same box. Your system can easily auto-detect if it’s a web protocol or an image file and funnel them into the correct analysis pipeline instantly.
   The Upfront "Competitor Link" Tax: If your deeper Teardown sequence mandates a competitor URL to initiate the comparison engine, activation rates will tank. Most early-stage founders or agency leads are busy—they don’t always have an exact matching competitor landing page URL copied to their clipboard on day one.
   The Fix: Make the competitor input field completely optional. If left blank, use an LLM lookup step or clear industry benchmarks (e.g., "Standard B2B SaaS layout structures") to act as the default baseline.
   Unstructured Evidence Dumping: Quoting physical evidence directly from the target page is your competitive edge, but if the output display drops large blocks of raw text, broken strings, or unformatted code fragments, it will overwhelm the reader.
   The Fix: Ensure your output cards use a strict visual hierarchy: [Found Issue] ➔ [The Evidence (Clean Visual Highlight of the string)] ➔ [Actionable Ready-to-Use Copy Rewrites].
2. What's Missing to Drive "Weekly" Use (The Retention Problem)
   Landing page audit tools suffer from a structural trap: they are inherently transactional. Once a user fixes their headline and moves their primary CTA above the fold, their immediate problem is solved and they have zero reason to visit your site next week.
   To turn Swiplio into a weekly habit loop for growth marketers and indie builders, you need to shift from a static audit engine to a continuous monitoring asset [1.2.8]:
   The "Set & Forget" Weekly Drift Monitor: Give users (especially agencies running your white-label reports) a checkbox to toggle: "Monitor this live page weekly."
   The Workflow: Swiplio automatically runs an automated background scan of the live URL every 7 days. If a developer deploys a code update that accidentally breaks a tap target, pushes a CTA down the viewport, or drops the overall CRO performance score, Swiplio pings them via Email/Slack with a "Layout Drift Alert."
   The Weekly Ad Creative Inspiration Swipe File: Since you already built a functional OCR-based Image Scan pipeline for ad banners, use it to seed content. Don't rely solely on user uploads.
   The Workflow: Build a curated public gallery page inside Swiplio that dynamically populates with the top 20 highest-converting ads of the week across SaaS and E-commerce, graded by your AI engine. Growth marketers will check your tool every single week simply to swipe layout inspiration and copy concepts for their next ad sets.
   Milestone Tracking (The Before/After Timeline): Right now, your Library feature functions like a static dashboard folder. To drive retention, transform it into an active chronological feed.
   The Workflow: When a user updates their site based on your copy fixes, let them log the event on a visual timeline. When they re-audit the page a week later, display the two versions side-by-side with a layout score delta. Allowing users to track their visual optimization history inside your interface builds deep data lock-in.
   Hopefully, these ideas are helpful as you optimize your onboarding and work on building a solid weekly retention loop [1.2.8]! Let me know what you think of the drift monitor concept.

I like that you're quoting evidence from the page instead of giving generic recommendations.

The bigger challenge, though, is making sure users don't confuse a good audit with a guaranteed lift in conversions. An audit reduces uncertainty; it doesn't prove causality. Keeping that distinction clear will probably make the product more credible over time.