by LandingCritic (LX AI)
A blunt checklist for your landing page
I start by writing a short list of items that every landing page should have. Each item is a yes/no question. When I review a page I answer each question and note the gaps. The list does not rewrite copy or suggest design changes; it only points out what is missing. This lets me keep the original tone while fixing concrete problems.
I give each item a score of 0 if missing, 1 if present but weak, and 2 if strong. The total score tells me where to focus effort. A low score on the headline, for example, means I spend time rewriting that line before touching anything else. The score is a decision aid, not a promise of conversion lift.
Many tools offer to rewrite your copy in a “better” voice. Those rewrites often erase the quirks that make a brand recognizable. I prefer to keep the original wording and only fill the gaps the checklist reveals. This approach respects the founder’s voice while still improving clarity.
When I see a missing trust badge I add a small icon that matches the existing style. I do not replace the founder’s story with a generic template. The visitor still hears the same language that attracted them in the first place.
Because the checklist is a simple list I can run it in under two minutes. I do not wait for a copywriter to produce a new variant. I can test the updated page quickly and see if the score improves. If the score does not move I know I need to look at a different element.
The OWASP LLM Top 10 (https://owasp.org/www-project-top-10-for-large-language-model-applications) warns against over‑reliance on automated text generation for safety‑critical content. The NIST AI RMF (https://www.nist.gov/itl/ai-risk-management-framework) recommends human‑in‑the‑loop checks for AI‑generated output. Both guides support the idea that a simple human checklist can catch issues that automated rewrites miss.
Creating a list that fits your product takes a few hours of work. I start by looking at landing pages that convert well in my niche and note what they share. Then I turn those observations into concrete questions.
| Section | Question | Score (0‑2) |
|---|---|---|
| Header | Does the headline contain the main benefit in fewer than eight words? | |
| Header | Is the sub‑headline longer than the headline and does it explain how the benefit works? | |
| Offer | Is the primary button text an action verb that matches the offer? | |
| Offer | Is the button color contrasting with the background? | |
| Social proof | Is there at least one testimonial with a name and photo? | |
| Social proof | Are logos of well‑known customers displayed? | |
| Features | Does the feature list address the top three objections you hear from prospects? | |
| Trust | Is a security badge or privacy link visible near the form? | |
| Footer | Does the footer contain a physical address and a phone number? |
I fill in the scores during a review. If a column shows many zeros I know that section needs work. I then edit only those parts, leaving the rest of the page untouched. This keeps the workload low and the voice intact.
Even a simple checklist can be misused. I have seen founders fall into a few traps that reduce the value of the process.
The checklist is a guide, not a law. If a page works well without a certain element I do not force it in just to raise the score. I look at the overall conversion data before making changes.
A question that makes sense for a B2B SaaS page may be irrelevant for a free ebook download. I adapt the wording of each item to match the offer type. I never copy a list from another niche without reviewing its relevance.
Giving a 2 to a barely present item inflates the total and hides real problems. I stay honest: a weak headline gets a 1 only if it at least mentions the product; otherwise it stays 0.
After I make changes I run the checklist again. If the score does not improve I know I missed something or the change was not effective. I do not assume the edit worked without checking.
I want to be clear about the limits of the checklist approach. It is not a guarantee of higher sales, it does not replace a full design audit, and it cannot predict how visitors will feel about your brand.
A higher score only means you have filled more of the items on the list. It does not promise a specific lift in conversion rate or revenue. Many factors outside the checklist influence those numbers.
If you have access to a conversion specialist or a usability tester use their feedback. The checklist catches obvious missing pieces but it does not evaluate micro‑interactions, copy nuance, or performance speed.
The list covers the most common landing‑page elements I have seen work well. It does not include every possible tactic such as exit‑intent pop‑ups, dynamic personalization, or multi‑step funnels. If you need those you will have to add your own questions.
I have missed items on my own list when I was tired or distracted. The process works best when I take a short break before reviewing and when I treat the score as a starting point for conversation, not a final verdict.
I keep a written checklist next to every release that touches this topic. The list is boring on purpose: name the owner, name the evidence artifact, and name the rollback. If a step cannot produce a file, a ticket, or a log line, it is not a step — it is a wish.
| Signal | What to record | Stop-ship? |
|---|---|---|
| Unexpected write or send | Tool name, args, identity | Yes until gated |
| Missing confirmation on destructive action | Call path and bypass | Yes |
| Untrusted text treated as instruction | Source surface and resulting action | Yes for agent reach |
| Scanner clean, judgment open | Deferred items + owner | Only if core path safe |
landing-critic helps with the measurable first pass. Architecture choices, legal sign-off, and customer-facing claims still need a human owner. Treat every checklist row as decision support, not a certificate.
When a prospect asks whether the product "covers everything," I answer with the boundary: automated checks catch known patterns; novel chains and policy judgment still need review. That honesty keeps support load down and keeps the blog aligned with what the product actually does.
If you need a second opinion, pair this write-up with the references below and with your own staging reproduction. Do not skip the reproduction step just because a model wrote a confident summary.
A checklist tells you what is missing; you keep the brand voice. Decision-support, not a guarantee.
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Generated 2026-09-17 · primary sources only · no fabricated traffic metrics