The “pain-point” test (e-commerce edition)

In e-commerce, hitting the pain point often converts significantly better than hyping the solution.

So we started by testing “negative framing.”

The scenario: We created a fictional product, the “Titan Bone”, a military-grade chew toy for power chewer dogs.

The prompt: Copy this prompt into your models: Role: Act as an email marketer for a DTC dog accessory brand. Client: Owner of a large dog (e.g., Pitbull, Shepherd) that destroys every toy in 5 minutes. The client is frustrated by constantly cleaning toy debris off the carpet and wasting money. Task: Write a subject line promoting the ‘TitanBone’ chew toy. Length: Max 7 words. Banned words: You cannot use words describing product quality: ‘Durable’, ‘Strong’, ‘Indestructible’, ‘Tough’, ‘Lasting’. Tactic: Focus on the problem (destruction, mess, wasted money), not the solution. Style: Write like one dog owner to another (empathy, slight resignation). No exclamation marks. Goal: Make the reader think: ‘That is exactly what my living room looks like.’

Why we chose this prompt:

Banning adjectives: By removing crutches like “durable” and “strong,” we force the AI to innovate. Weak models glitch; smart models find new angles.

The empathy test: We need to know if the AI understands the frustration of a dog owner, or if it just defaults to “happy puppy” marketing.

Short form: Subject lines are brutal. Anything too long gets cut off.

The results:

• ChatGPT: Another chew toy gone in a minute?
• Grok: 5 minutes and carpet in shreds again.
• Claude: Another toy survived until evening.
• Gemini: Another toy in the trash.

The verdict: For us Grok took the gold here.

It focused entirely on the aftermath—shreds on the carpet, which is exactly what the customer fears. It painted a visual scene without mentioning the product.

ChatGPT and Gemini were decent runners-up. Claude failed the assignment; by claiming the toy “survived,” it completely missed the negative framing instruction.

Intel note: Companies implementing these AI workflows report content production cost savings of 30–50%.

Landing page hero section

In B2B marketing, the Curse of Knowledge is the ultimate conversion killer.

Technical founders love complex terminology because it sounds “professional,” but customers hate it because it is unintelligible.

For this test, we checked if the AI could pass the “Bar Test”—explaining a product as simply as you would to a friend over a beer.

The scenario: “TaskFlow Pro,” a fictional project management tool.

The problem: The current homepage is a wall of developer-speak. “TaskFlow Pro leverages a synergistic, cloud-native architecture to facilitate granular omni-channel collaboration. Our proprietary asynchronous communication protocols optimize workflow latency…”

It hurts just reading it. That is the point.

The prompt: Role: You are an experienced copywriter specializing in simplifying difficult topics (‘Explain Like I’m 5’ method). Task: Rewrite the corporate gibberish description of ‘TaskFlow Pro’ into a Hero section for a website. Length: Maximum 2 sentences. Language: English. Difficulty Level: 5th grade (colloquial vocabulary). Banned jargon: Synergistic, leverage, holistic, optimize, facilitate, architecture, granular, protocols. Goal: Focus on what the user gains (no more meetings? no more asking ‘where is that file?’), not the technology. Style: Direct, light, hitting the point.

Why we chose this prompt:

Decoding meaning: The model must understand that “asynchronous communication protocols” translates to “fewer meetings” in human language.

Benefits vs. synonyms: Weak AI swaps difficult words for synonyms. Elite AI translates features into benefits.

Constraint checking: The banned word list is extensive. This tests if the model retains constraints while generating text.

The results:

• ChatGPT: TaskFlow Pro keeps your team on the same page, so no one has to ask “Where’s that file?” ever again. It cuts out pointless meetings and helps everyone get work done faster, without the chaos.
• Grok: No more endless meetings or “where’s that file?” messages. TaskFlow Pro lets your whole team see exactly what needs doing, update stuff in seconds, and find anything instantly – all in one chill spot.
• Claude: TaskFlow Pro keeps your whole team on the same page—so you always know who’s doing what, where to find stuff, and what’s next, without a million meetings or endless “just checking in” messages.
• Gemini: Stop wasting time in boring meetings or hunting for lost files. TaskFlow Pro keeps your whole team organized so you can actually get work done.

The verdict: ChatGPT is the winner for us. It cut through the jargon and went straight to the benefit: fewer meetings. It sounds like a human copywriter, not a machine swapping synonyms.

Claude takes second, with Grok in third. Gemini performed the worst. Short, sure, but completely bland. “Keeps your team organized” is corporate-light; it lacked character.

Intel note: JPMorgan Chase saw a 450% increase in ad click-through rates after utilizing AI copywriting tools.

Push notification (mobile app marketing)

We picked this test because most marketers flop when targeting Gen Z.

They try to force slang and arrive a year late, sounding like the “How do you do, fellow kids” meme.

We wanted to see if AI can capture the “vibe” rather than just swapping words for Urban Dictionary entries. This measures emotional intelligence.

The scenario: “FocusLock”—an app that blocks social media for study sessions.

The checklist:

• Target: A Gen Z student with an exam tomorrow who has been doomscrolling TikTok for two hours.
• Challenge: You need to break their trance. If you sound like a parent (“Put the phone down!”), they delete the app. The message must be “meta” and self-aware.

The prompt: Role: Act as a Gen Z Social Media Manager running communications for the ‘FocusLock’ app. Situation: The user (student) has been scrolling their phone for 2 hours instead of studying. You need to send a Push Notification that makes them feel ‘caught’ but makes them smirk and get back to work. Task: Write the content of this notification. Constraints (Vibe Check): Length: Max 120 characters. Format: Lowercase aesthetic only. Tone: ‘Passive-aggressive bestie.’ Light roast, zero corporate speak, zero motivational coaching. Banned words (Cringe filter): Do not use: ‘lit’, ‘yeet’, ‘fam’, ‘swag’, ‘cool’, ‘study hard’. It sounds fake. Goal: The user thinks: ‘Ok, you got me’ and closes TikTok.

Why we chose this prompt:

“Cringe factor” check: AI models tend to overdo slang when asked to be “youthful.” This tests for restraint.

Push psychology: A good notification is an emotion, not information. We are testing if the AI can trigger a “micro-moment” of shame that converts.

The persona test: “Passive-aggressive bestie” is a specific tone. Most bots drift too nice or too mean.

The results:

• ChatGPT: hey… hate to break it to you, but tiktok won’t write the exam for you tomorrow.
• Grok: 2 hours on tiktok and an exam tomorrow… way to go, scroll genius. open me or pretend it’s “one more video”
• Claude: we see you. it’s been 2h. your brain remembers every trend but not the material. shutting down in 30 sec
• Gemini: it’s been 2 hours. that tiktok won’t pay for your retake fee. seriously.

The verdict:

Gemini wins this duel. It understood the “Vibe Check” perfectly. Instead of motivating, it hit the financial consequences (“retake fee”) while maintaining the tone of a tired friend.

Claude takes second place. The roast was on point, if slightly intense. Grok performed the worst. “Scroll genius” sounds artificial and outdated.

Intel note: A report from over 1,000 marketers indicates that AI tools increase productivity and support business growth.

The final word: match the tool to the mission

The best pick? It depends on what you need.

This experiment proves that hunting for one “perfect” model is a waste of time. You need to match the DNA of the tool to the specific objective.

• Grok proved to be the master of negative framing and raw delivery, hitting pain points without the corporate filter.
• ChatGPT worked best as the “translator,” winning the category for natural flow and simplifying complex B2B messaging.
• Gemini was the surprise entry. It sensed cultural nuance (Gen Z) best, creating authentic messages without relying on fake slang.
• Claude is a reliable generalist. It is your go-to for safe, professional consistency.

What we think: Every model has a different personality.

Don’t pledge allegiance to a single one. Juggle them depending on whether you need controversy, clarity, or just the right emotion.