Using AI as a first-pass editor for a landing page

By the fifth draft of a landing page, you can’t read it anymore. Every sentence is familiar, which means every gap in it is invisible, because your brain fills in what a first-time visitor doesn’t have. AI hasn’t seen the nine drafts before this one, and that’s the entire value here: not better writing, a genuinely first-time read.

---

What to ask for, and what not to

Asking “how can I make this better” gets you a rewrite, usually one that changes tone and voice along with fixing anything real. Asking for a rewrite is a different task from asking for a diagnosis, and this guide is about the diagnosis, because the rewrite belongs to whoever wrote the page, not to whoever’s reviewing it.

---

Step 1: give it the page and the one thing a visitor is supposed to do

Page copy:
[paste the full text, headline through final call to action]

What a first-time visitor should understand within 5 seconds:
[state it]

What they should do after reading: [the actual action, e.g. "start
a free trial," "book a call," "download the guide"]

---

Step 2: ask for a first-time read, not feedback

Read this as someone seeing it for the first time, with no context
beyond what's on the page. Answer:

1. After the headline and subhead alone, what do you think this is?
   Is that correct?
2. Is there a sentence where you'd have to stop and reread to
   understand it?
3. What question would you still have, that the page doesn't answer,
   right before you'd need to act on it?
4. Is the call to action clear about what happens after you click it?

Answer as the reader, not as an editor. Don't suggest rewrites yet.

Question 1 is the one that catches the most expensive problem: a headline that’s clever, on-brand, and doesn’t actually say what the page is about. That mismatch is invisible to anyone who already knows what the page is about, which is everyone who wrote it.

---

Step 3: separate what’s a real problem from what’s a preference

Not every answer in step 2 is worth fixing. A confusing sentence structure is a real problem. A word choice you’d have picked differently is not. Sort the findings:

Fix: anything under question 1 where the guess was wrong, anything under question 2, and any unanswered question under 3 that would actually stop someone from converting.

Consider, don’t automatically act on: tone preferences, word-level nitpicks, anything that reads as a stylistic opinion rather than a comprehension failure.

---

Step 4: ask for a fix to one problem at a time

This sentence caused a rereading problem: [paste it]
Here's what it's trying to say: [your own plain restatement]

Rewrite it to be unambiguous on a first read. Keep the same length
and tone as the rest of the page.

One sentence per prompt, the same reason one requirement per prompt worked better in the Salesforce story workflow. A page-wide rewrite request tends to smooth over the actual problem sentences along with everything else, and you lose the ability to tell what changed and why.

---

Where this can’t replace a human read

It can’t tell you whether the page is honest. A claim that’s clear and a claim that’s true are different checks. Clarity review catches confusing; it doesn’t catch overstated.

It can’t test the actual call-to-action flow. A button that says “Start free trial” and leads to a page asking for a credit card is a clarity problem the copy review will never see, because it isn’t in the text.

It reads calmer than your actual first-time visitor. Someone landing on the page from a search result, distracted, on a phone, skimming, is a harsher reader than a full careful pass. Treat every finding here as a floor, not a ceiling, on how much clarity the page needs.

---

When it breaks

It answers question 1 correctly, but only because your prompt already told it what the page is about. Don’t paste your “what a visitor should understand” answer before asking for the first-time read; ask for the read first, cold, then compare.

Every finding comes back as a style preference, nothing structural. That likely means the page’s actual comprehension problems are less severe than you suspected, or your prompt slipped into asking for feedback rather than a first-time read. Rerun step 2 as written.

The fix from step 4 is technically clearer but sounds nothing like the rest of the page. Paste two neighboring sentences along with the one you’re fixing, so the tone match has real context to match against.

---

What to try next

Run this pass again after any large edit, not just before the first launch. A page changes shape over several rounds of small fixes, and a clarity problem from a rewrite three weeks ago can still be sitting there, invisible for the same reason the original ones were.