We asked a general-purpose AI chatbot — no special prompt engineering — to write landing page copy for five common offers: a webinar, a lead magnet, an e-commerce product, a free trial, and a high-ticket call booking. Every single page had the same underlying problem: fluent sentences with no actual sales structure. Here's what broke in each, and what we'd fix.
1. The webinar funnel
The ask: Write landing page copy for a free webinar about scaling a Shopify store.
What came back: A headline ("Join Our Free Webinar Today!") that sells the event format, not the outcome. Three paragraphs about "the importance of scaling" with no specific promise, no host credibility, and no reason to register now instead of later.
What we'd fix: The headline should sell the transformation ("Go from $10k to $50k months without hiring") not the format. Add a specific date/scarcity mechanic and one credibility line about who's teaching it and why they're qualified.
2. The lead magnet
The ask: Write a landing page for a free PDF guide on email marketing.
What came back: Generic value language ("Unlock the secrets of email marketing!") with no visible table of contents, no preview of what's actually inside, and a form asking for name, email, and phone number before the visitor has seen a single specific tip.
What we'd fix: Show the actual chapter list or a real preview of one page inside. Cut the form to email only — every extra field is measurable drop-off for a free asset. Replace vague "secrets" language with one concrete result the guide delivers.
3. The e-commerce product page
The ask: Write a product page for a ceramic pour-over coffee dripper.
What came back: A features list (weight, capacity, materials) with no mention of the actual coffee-drinking experience, no social proof placement, and a single generic "Buy Now" button with no urgency or risk-reversal near it.
What we'd fix: Lead with the sensory outcome (better-tasting coffee, a slower morning ritual), then back it with the specs. Put a star rating or review count directly under the price, not buried at the bottom. Add a plain-language guarantee line next to the buy button — that's where purchase anxiety actually lives.
4. The free trial / demo
The ask: Write a landing page for a 14-day free trial of a project management tool.
What came back: A features grid identical to what you'd see on any SaaS homepage — "Kanban boards! Time tracking! Integrations!" — with no mention of who the tool is actually for, and a signup form buried below four scrolls of marketing copy.
What we'd fix: Name the specific team size or use case this trial is built for in the headline. Move the signup form above the fold — a 14-day trial is a low-commitment ask and shouldn't need to be earned through a wall of copy first.
5. The book-a-call / high-ticket offer
The ask: Write a landing page for a $5,000 marketing consulting package.
What came back: Confident-sounding but vague claims ("I'll transform your marketing!") with no case study, no specific process description, and a calendar-booking button with zero context about what happens on the call.
What we'd fix: Replace vague claims with one specific, named result from a real client. Walk through the actual call structure in three bullets so booking doesn't feel like a cold pitch. At this price point, proof and process beat enthusiasm every time.
The pattern across all five
None of these pages were badly written — the sentences were grammatical, the tone was upbeat. They failed because nothing decided the job of each section before the words got generated. A headline that doesn't know it's supposed to sell an outcome will default to selling a format. A page that doesn't know urgency belongs near the CTA won't include any. That's a structure problem, not a writing problem — and it's the exact gap a pre-decided campaign framework closes.