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Day 5 of 20 Β· AI for E-commerce

Bullet Points That Convert

Here's a truth most sellers don't know: the majority of your customers never read your product description. They skim. And what they skim are the bullet points.

On Amazon, the bullet points are the single most-read section of any product listing. On Shopify, feature highlights get more attention than paragraphs of description. On Etsy, the first few lines of your listing determine whether someone keeps scrolling or clicks away.

Today you'll learn to write bullet points that don't just inform β€” they convert browsers into buyers. And AI can generate them at a quality and speed that would make a professional copywriter jealous.

Benefits vs. features β€” the golden rule

This is the most important copywriting concept in e-commerce, and it's the difference between bullet points that sell and bullet points that sit there.

A feature is what your product is. "Made from 18/8 stainless steel." "Weighs 12 ounces." "Includes 12 card slots."

A benefit is what your product does for the customer. "Won't rust, dent, or retain flavors β€” even after years of daily use." "Light enough to forget it's in your bag." "Every card has its own slot β€” no more digging."

Customers don't buy features. They buy the outcomes those features create. The magic formula is: Feature β†’ Benefit β†’ Emotion.

- Feature: 100% French linen

- Benefit: Gets softer with every wash

- Emotion: Your couch has never felt this inviting

When you prompt AI to write bullet points, always specify: "Lead with the benefit, then support it with the feature." This one instruction transforms the quality of every bullet point AI generates.

Feature vs benefit comparison β€” feature states what the product has, benefit states what the customer gains
Features tell. Benefits sell. Always lead with what the customer gains.
Knowledge Check
Which bullet point is more likely to convert a browser into a buyer?
A
"Our steel is the best steel available on the market today"
B
"Made from 18/8 stainless steel construction"
C
"Stainless steel. 18/8 grade. Durable."
D
"Won't rust, dent, or retain flavors β€” built from premium 18/8 stainless steel that lasts for years"
The second option leads with the benefit (durability and no flavor retention), supports it with the feature (18/8 stainless steel), and adds a time dimension (lasts for years). This gives customers a reason to care about the feature.

Platform-specific bullet point rules

Each platform has different formatting rules and customer expectations for bullet points. Here's what to know:

Amazon β€” 5 bullet points, 500 characters each

Amazon gives you exactly five bullet points in the "About this item" section. These are prime real estate. The format that converts best:

- ALL CAPS KEYWORD PHRASE β€” followed by the benefit-driven description

- Each bullet should cover one distinct selling point

- Include at least one keyword per bullet for SEO

- End at least one bullet with a use case or scenario

Example: "KEEPS DRINKS ICE-COLD FOR 24 HOURS β€” Double-wall vacuum insulation means your water stays cold from your morning gym session to your evening commute. No condensation on the outside, ever."

Shopify β€” Flexible format

Shopify gives you complete control. You can use HTML bullet points, icons, tabs, or any format you want. The best-converting approach:

- 4-6 concise bullet points above the fold

- Pair each bullet with an icon or checkmark for visual scanning

- Keep each bullet to one line on mobile (test this!)

Etsy β€” First 160 characters are critical

Etsy shows the first few lines of your description before the "Read more" fold. Structure your listing so the most compelling points are in those first 160 characters. Use line breaks and short, punchy statements.

eBay β€” Item specifics matter most

eBay's search algorithm heavily weights item specifics (the structured data fields). Fill every relevant field. Your description bullets should supplement what's in item specifics, not duplicate it.

The AI bullet point prompt

Here's the exact prompt structure that generates high-converting bullet points every time:

"Write [number] bullet points for my [platform] listing. Product: [name]. Lead each bullet with the customer benefit, then support it with the feature. Use this format: [format]. Target customer: [who]. Tone: [brand voice]. Include these keywords naturally: [keyword list]. Maximum [X] characters per bullet."

This prompt works because it gives AI everything it needs: the format rules, the writing approach (benefit-first), the audience, the tone, and the constraints. No guessing required.

πŸ€–
ChatGPT
online
Write 5 Amazon bullet points for a wireless noise-cancelling headphone. Brand: SoundArc. Price: $79. Target: remote workers who take calls all day. Features: 40-hour battery, ANC, transparency mode, dual mics, foldable design, Bluetooth 5.3, 30mm drivers. Maximum 500 characters per bullet. Lead with benefits.
**CRYSTAL-CLEAR CALLS ALL DAY LONG** β€” Dual beamforming microphones isolate your voice and filter out background noise so your colleagues hear you, not your barking dog or noisy coffee shop. Perfect for back-to-back Zoom calls, Teams meetings, and client presentations. **40 HOURS ON A SINGLE CHARGE** β€” A full work week of battery life means you charge on Friday and forget about it until next Friday. Quick charge gives you 3 hours of playback from just 10 minutes of charging when you're in a pinch. **FOCUS WHEN YOU NEED IT, AWARENESS WHEN YOU DON'T** β€” Active Noise Cancellation blocks out open-office chatter and household noise so you can lock into deep work. One tap switches to Transparency Mode when your name gets called or you need to hear the doorbell. **SOUND THAT MAKES MUSIC A REWARD** β€” Custom 30mm drivers deliver rich, balanced audio that makes your end-of-day playlist feel like a real break. Bluetooth 5.3 means zero lag on video calls and seamless switching between your laptop and phone. **DESIGNED FOR THE WORK-FROM-ANYWHERE LIFE** β€” Foldable design slips into your bag or laptop case. Weighs just 8.5oz so they're comfortable for all-day wear. Premium protein leather ear cushions stay cool even during marathon meeting days.
↻ Replay conversation
Knowledge Check
What format works best for Amazon bullet points?
A
Long paragraphs formatted as single bullet points
B
ALL CAPS keyword phrase followed by a benefit-driven description
C
Short, 2-3 word bullet points with just features
D
Numbered lists with technical specifications only
Amazon's highest-converting bullet point format leads with an ALL CAPS keyword phrase (for scannability and SEO), followed by a benefit-first description that tells the customer what the feature means for them.

Bullet point mistakes that kill conversions

Leading with the feature instead of the benefit. "Made with 100% organic cotton" doesn't make anyone click Add to Cart. "The softest shirt you've ever worn β€” made from 100% organic cotton that gets better with every wash" does.

Writing for yourself instead of your customer. You're proud of your product's specs. Your customer wants to know how those specs improve their life. Always translate specs into outcomes.

Being too vague. "High quality materials" means nothing. "Full-grain Italian leather that develops a rich patina over years of use" paints a picture. Specificity builds trust.

Ignoring the mobile experience. More than 70% of e-commerce browsing happens on phones. A bullet point that looks great on desktop might be a wall of text on mobile. Keep each bullet to 1-2 lines on a phone screen. Tell AI: "Keep each bullet under 200 characters for mobile readability."

Repeating yourself across bullets. Each bullet should cover a distinct angle β€” one for durability, one for convenience, one for comfort, one for value, one for use cases. If two bullets say the same thing differently, you're wasting space.

Knowledge Check
Why should you test how your bullet points look on a mobile phone?
A
Mobile platforms have stricter character limits
B
Over 70% of e-commerce browsing happens on mobile, and long bullets become walls of text on small screens
C
Mobile users have different product preferences
D
Bullet points display in a different order on mobile
Most shoppers browse on their phones. A bullet point that's one clean line on desktop can become three or four lines of dense text on mobile, making your listing hard to scan. Keep bullets concise and test on a phone before publishing.

The bullet point refresh workflow

Already have listings live? Here's how to upgrade your existing bullet points in bulk:

Step 1 β€” Export your current listings (most platforms let you download a CSV).

Step 2 β€” Paste your current bullet points into ChatGPT with this prompt: "Here are my current product bullet points. Rewrite each one to lead with the customer benefit, include the feature as support, and keep it under [X] characters. Maintain my brand voice: [describe your voice]."

Step 3 β€” Review the rewrites side by side with the originals. AI almost always improves clarity and persuasiveness while keeping the factual content intact.

Step 4 β€” Upload the updated versions to your platform. Monitor conversion rates for 2-4 weeks to see the impact.

This refresh process takes about 2 hours for 100 products. Many sellers report conversion rate improvements of 10-20% from better bullet points alone.

πŸ›’
Day 5 Complete
"Bullet points are what customers actually read. Lead with benefits, support with features, and keep it tight for mobile. AI generates high-converting bullets in seconds β€” for every platform."
Tomorrow β€” Day 6
Brand Voice & Consistency
Tomorrow you'll train AI on your brand voice so every listing sounds like you β€” not a robot.
πŸ”₯1
1 day streak!