Overview
Dennis Babych reviewed more than 1,000 landing pages across AI chatbots, image generators, enterprise SaaS, and startups. His finding is blunt: the things technical founders ship first -- 3D objects, abstract jargon, and registration walls -- are why about 80% of these pages never produce customers.
Leaders invert the classic funnel. Lovable, Gemini, Grok, Replit, v0, Suno, and Pika put a usable action on the first screen so a visitor can test the product in seconds. Character.AI is the counterexample: the first thing the user hits is a wall. Value first, commitment second.
When a live demo is impossible, the page still has to show work: input, what the model does, result. In his sample, 60% showed a real interface, 12.5% showed a finished output, 15% leaned on abstract graphics, and 12.5% opened on lifestyle film. Design that cannot survive without neon and glass is covering weak positioning.
Self-service products sell speed. Enterprise products sell trust. First-screen social proof appeared on 24% of self-service pages and 87% of enterprise pages. He closes on focus: 57.5% of pages had one primary action, and pages that held to one action showed a 67% better conversion rate.
Most AI founders treat the landing page as a brand film. Babych treats it as a decision tool with a two-second clock. That reframe is useful for anyone shipping a product that looks novel and sounds generic at the same time.
The split between self-service speed and enterprise trust stops teams from copying the wrong proof. A prompt box is the right first screen for a builder tool. Logos, uptime, and security standards are the right first screen for a system that touches company data.
The operational test is simple enough to run this afternoon: strip the logo, time the path to a first result, and ask whether the headline could sit on ten other products. If it could, the page is selling air.
Key Points
- Beautiful 3D objects, abstract tech jargon, and immediate registration walls are the first things technical founders add -- and the reason about 80% of AI landing pages never get customers.
- The first screen has two seconds to answer three questions: what is this, who is it for, and what should I do next.
- If a visitor cannot name the product category after the logo is removed, the page is living on brand recognition rather than clarity.
- Headlines such as "Transform your workflow," "Better outcomes," and "Supercharge your productivity" could sit on a video generator, a CRM, or a toaster. Interchangeable copy sells air.
- Market leaders break the classic funnel. Gemini, Grok, Lovable, Replit, v0, Suno, and Pika open on a usable action instead of email, plan selection, and a later reveal.
- Audit the path with a stopwatch: time to first meaningful action, number of clicks, account requirement, email confirmation, paywall timing, and time to first result.
- You do not have to give the whole product away. Let people feel the core mechanic. After that, creating an account is a continuation, not a random demand.
- When an instant demo is impossible, show the product working as input, what the model does, and the result. That sequence beats a glowing 3D loop.
- In the sample, 60% showed a real interface, 12.5% showed a finished result, 15% used abstract graphics, and 12.5% opened on a person or cinematic visual.
- Design should amplify meaning, not replace it. Strip gradients, neon, glass, and 3D. If the remaining text does not sell, the visual system was hiding weak positioning.
- "Get started" tells the user nothing. Better labels name the next step: ask a question, describe your idea, generate a video.
- Self-service sells speed. Enterprise sells trust. First-screen social proof sat on 24% of self-service pages and 87% of enterprise pages. Verifiable proof can lift conversions up to 85%. One page should hold one core action. Pages that did so showed a 67% better conversion rate in his sample.
Quotable
AI-generated from source material. Verify important details against the original source.
Dennis Babych
"The elements every technical founder adds first -- beautiful 3D objects, abstract tech jargon, and immediate registration walls -- are exactly why 80% of these sites die and never get customers."
Opens the argument by naming the three default founder moves as the failure mode, not as polish.
Dennis Babych
"If your headline could describe 10 other products, you're selling air."
The shortest test for interchangeable AI copy. If it fits a toaster, it is not positioning.
Dennis Babych
"Show the value first, then ask for the commitment."
Compresses the product-first pattern used by Gemini, Grok, Lovable, Replit, v0, Suno, and Pika.
Dennis Babych
"A pretty picture shouldn't be doing the job your copywriter failed to do."
Separates design as amplifier from design as camouflage for weak offers.
Dennis Babych
"Good design gets attention. Social proof, which can be verified, drives conversions up to 85%."
Draws the line between attention and conversion, and explains why enterprise pages load logos, ratings, and uptime first.
Dennis Babych
"One page, one core action."
The focus rule that turns a long page into a single decision path instead of a new pitch in every section.
Concepts
Clarity in Two Seconds
Two-Second Test
Remove the name and logo. Give the visitor two seconds. They must be able to say what the product is, who it is for, and what to do next. Failure means the page depends on brand recognition rather than positioning.
AI BS Bingo
A set of headlines that travel across categories without changing a word: transform your workflow, better outcomes, built for the future, supercharge your productivity. If the line could describe ten other products, it is not a value proposition.
Category Before Brand
Clear pages name the job before they name the company: AI platform for business videos, AI photo editing for e-commerce, voice agents for automated calls, a builder for presentations, docs, and websites. The visitor should finish the category before they finish the sentence.
Value Before Commitment
Product-First Funnel
Leaders skip email, confirmation, and plan selection as the opening move. They put a prompt, a chat, or a generate button on screen one so the visitor can produce a result before they owe the company anything.
Time to First Result
The operating metric for a self-service page: seconds to a meaningful action, clicks required, whether an account is needed, when email confirmation appears, when the paywall appears, and when the user sees their first output.
Core Mechanic, Not Full Access
The demo does not have to be the whole product. It has to let the visitor play with the mechanic that makes the product real. Once that is felt, the account wall is a reason to continue rather than a demand out of nowhere.
Wall Versus Path
Character.AI is the foil: the first screen is a registration wall. Peer products let you type and start. Both may eventually require an account. Only one shows a path to a result before it asks.
Show the Work
Input, Process, Result
When an in-browser demo is too heavy, the page still has to demonstrate the product. The durable pattern is three beats: here is the input, here is what the model does, here is the output. Synthesia, Gamma, Granola, PhotoRoom, and Synthflow all use some version of this.
Interface Share Versus Abstract Art
In the sample, 60% showed a real interface and 12.5% showed a finished result. The remaining quarter opened on abstract graphics or lifestyle film. Those last two groups ask the visitor to infer the product instead of seeing it.
Design, Proof, and Focus
Design as Amplifier
Strip the AI visual kit -- gradients, neon, glass cards, 3D shapes -- and leave text plus product. If the offer is no longer obvious, design was doing the copywriter's job.
Named Next Step
A generic Get Started button is empty. The label should be the obvious next verb after the headline: ask a question, describe your idea, generate a video. The click should feel like continuation, not a leap.
Speed Versus Trust
Self-service products convert on how fast a stranger can try them. Enterprise products convert on safety, scale, integrations, peer logos, and ROI. Mixing the two proof systems produces a page that is neither fast nor trusted.
Verifiable Social Proof
First-screen proof appeared on 24% of self-service pages and 87% of enterprise pages. The useful kind can be checked: G2 ratings, call volume and uptime, named clients, security standards, production use by real brands. Babych cites lifts up to 85% when proof is verifiable.
One Page, One Core Action
57.5% of pages in the sample held a single primary action. Later sections should not invent a new destination. They should give another reason to take the same action: start free, book a demo, download, or create an account. He reports a 67% conversion advantage for pages that stay on one action.
Implementation
AI-generated from source material. Verify important details against the original source.
Run the two-second test
Screenshot the first screen. Cover the logo and product name. Show it to someone cold for two seconds and ask what it is, who it is for, and what to do next. If they cannot answer, rewrite before you restyle.
Rewrite the headline so it fails the toaster test
Replace any line that could sit on a CRM, a video tool, or a toaster. Name the category and the buyer in the first sentence: the job, the audience, the output. Specificity is the filter.
Put the core action on screen one
If the product can be tried in the browser, open on a prompt, a chat, or a generate control. Do not lead with email capture, plan selection, or a "see the magic later" promise. Measure seconds to first result.
If they cannot try it, film input-process-result
For tools that need company data or heavy setup, record one concrete run: the input, what the model does, the finished artifact. Prefer the real interface over abstract motion graphics.
Strip the AI vibe and re-read the page
Temporarily remove gradients, neon, glass, and 3D. If the remaining copy and product shots do not make the offer obvious, the design was camouflage. Fix the words first.
Rename the primary button
Kill Get Started unless it is literally the only honest label. Use the verb the visitor just read: ask a question, describe your idea, generate a video, book a security review. The button should feel like the next sentence.
Match proof to the motion you are selling
Self-service: speed, a live try, and light social proof. Enterprise: named clients, G2 or equivalent ratings, uptime, security standards, integrations, and a concrete ROI story. Do not copy the other category's first screen.
Collapse the page to one action
Pick start free, book a demo, download, or create an account. Every later section exists to make that same click more reasonable: product, use cases, proof, security, price. Cut any block that introduces a second destination.
Time the wall
Walk the live path with a stopwatch. Note clicks, account gates, email confirms, and paywall. Move the wall to after the first result whenever the product allows it. Keep enough of the mechanic free that the account request has a reason attached.
Tools & Resources
These resources are curated in two groups. Mentioned Resources are pulled directly from the source material, and Suggested Resources are added to help you expand and apply the ideas beyond the original.
The following resources may contain affiliate links. As an Amazon Associate I earn from qualifying purchases at no extra cost to you. This does not influence the placement of links on this page.
Mentioned Resources
| Resource | Description |
|---|---|
| Source video | Dennis Babych's breakdown of 1,000 AI landing pages and the six conversion lessons drawn from the sample. |
| Lovable | Cited as a product-first page: try the builder in about a second with no registration wall on the first action. |
| Gemini | Opens as a ready-to-use chat rather than a gated pitch. |
| Grok | Puts a prompt field on the first screen so the visitor can act immediately. |
| Replit | Leads with "What do you want to build?" instead of an account-first funnel. |
| v0 | Starts on a prompt for UI generation, used as a product-first example. |
| Synthesia | Shows the actual AI video editor and loads verifiable G2 ratings on the first screen. |
| Gamma | Demonstrates presentations, docs, and websites through the live interface. |
| PhotoRoom | Shows a raw product photo turning into an e-commerce visual, plus brand-in-production proof. |
| G2 | The review source named for enterprise-style, checkable social proof. |
Suggested Resources
| Resource | Description |
|---|---|
| Don't Make Me Think, Revisited | Steve Krug's usability primer. Directly supports the two-second test and the rule that visitors will not solve riddles on a first screen. |
| Building a StoryBrand | Donald Miller on message clarity. Useful when a headline could describe ten other products and needs a named customer and outcome. |
| Obviously Awesome | April Dunford on positioning. The practical counterpart to category-before-brand and the toaster test for interchangeable AI copy. |
| Made to Stick | Chip and Dan Heath on concrete, specific ideas. A check against abstract slogans such as "built for the future." |
| Hooked | Nir Eyal on triggering action before asking for commitment. Maps to product-first demos and core-mechanic play. |
AI Implementation Prompt
AI-generated from source material. Verify important details against the original source.
AI Implementation Prompt
CONTEXT You are helping me apply Dennis Babych's findings from his analysis of more than 1,000 AI landing pages across chatbots, image generators, enterprise SaaS, and startups. The core claim is that about 80% of these pages fail because technical founders lead with 3D visuals, interchangeable jargon, and registration walls instead of a two-second explanation and a path to a first result. The useful model has six parts: (1) the page must answer what it is, who it is for, and what to do next in two seconds; (2) value before commitment -- let the visitor use or see the core mechanic before asking for an account; (3) if they cannot try it, show input, what the model does, and the result; (4) design amplifies meaning and does not replace weak copy; (5) self-service sells speed while enterprise sells verifiable trust; (6) one page, one core action. KEY PRINCIPLES 1. Visitors will not solve riddles. The first screen is a decision tool, not a brand film. 2. If the headline could describe ten other products, it is selling air. 3. Category and job must be readable without the logo. 4. Show value first, then ask for commitment. 5. A core-mechanic demo beats a full-product giveaway and beats a wall. 6. Input, process, result explains an AI product better than a 3D loop. 7. If the page collapses when you strip neon, glass, and 3D, the positioning is weak. 8. The primary button should name the next step, not say Get Started. 9. Self-service proof is speed. Enterprise proof is safety, scale, peers, integrations, and ROI. 10. Every section after the hero should make the same action more reasonable, not invent a new one. KEY LEVERS - Two-second test with logo removed - Headline specificity / toaster test - Time to first meaningful action - Clicks to first result - Placement of account wall, email confirm, and paywall - Live prompt or generate control on screen one - Interface recording versus abstract graphics - Named CTA verb - First-screen social proof matched to motion (speed vs trust) - Single primary action held across the full page WHAT THIS IS NOT - A request to make the page prettier, more "AI," or more cinematic - Permission to copy enterprise logo walls onto a self-serve tool, or a prompt box onto a heavy enterprise system - A brief to give the entire product away for free - A license to add more CTAs, more sections, or more slogans - Growth-hack copy that could sit on any SaaS site IMPLEMENTATION MODES Apply: Review my current landing page against the six lessons and return a punch list in priority order. Rewrite: Produce a new first screen -- headline, subhead, proof line, and CTA -- that passes the two-second test and the toaster test. Diagnose: Given a URL or copy paste, say whether the page is dying on clarity, commitment timing, demonstration, design-as-camouflage, wrong proof, or split actions. Build: Draft a product-first hero for a named tool, including the on-page action and what happens after the first result. AI OPERATING INSTRUCTIONS - Ask for the URL, current headline, primary CTA, and whether the product can be tried in the browser before you rewrite. - Classify the motion first: self-service speed or enterprise trust. Do not mix the proof systems. - Prefer concrete product language over metaphors. - Do not introduce new CTAs. Hold one action and give more reasons to take it. - When you rewrite, show before and after for headline, subhead, button, and first-screen proof. - If a live demo is impossible, specify the single input-process-result clip the page should show. - Flag any line that would still work on a competitor or a toaster. - Keep recommendations testable in a day: copy, button label, wall timing, one proof block. GUIDED DISCOVERY 1. What does the product do in one concrete sentence, with no adjectives borrowed from other AI tools? 2. Who is the first buyer, and what job are they hiring this for today? 3. Can a stranger produce a meaningful result in the browser without an account? If not, what single run can you show on video? 4. How many seconds and clicks stand between landing and first result right now? 5. Where does the registration wall, email confirm, or paywall currently sit relative to that first result? 6. If we remove the logo and the visual effects, does the remaining copy still identify the category? 7. Which motion are you actually selling -- speed of trying, or trust at company scale? 8. What is the one action this page exists to produce, and which sections currently point somewhere else?