How To Create Copy That Sells With User Insights & Testing

By Raphael Paulin-Daigle Founder and CEO of SplitBase

Copy that sells isn't copy that reads well. It's copy that moves one specific buyer toward one specific action, by naming what they want, clearing the objection in the way, and showing proof they'll believe.

The words on the page are the easy part. The hard part is what sits underneath them: a decision about what you're selling, who you're selling it to, what makes them buy, and how the page walks them from "just looking" to "add to cart."

Call that your sales model. Every strong piece of website copy is a sales model made visible, and every weak one is a sales model nobody thought through.

So instead of a list of copywriting tricks, this guide gives you a way to turn your messaging into a specific buying path: get the offer clear, order the message so the most important thing lands first, back it with proof, point it at a CTA, and answer the objection before it stops the sale. We'll show you what each step looks like on the page, with before-and-after examples you can borrow the thinking from.

If your copy is pulling traffic but not sales, the words probably aren't the real problem. The buying path underneath them is.

Copy that sells starts with your sales model, not your headline

Before you write a single line, you're deciding four things, whether you realize it or not. Get them right and the copy almost writes itself. Get them wrong and no amount of polish saves the page.

Here's the frame we use.

Decide what the offer really is

Your offer is more than your product. It's the product plus the terms, the promise, and the reason to act now, whether that's the bundle instead of the single unit, the subscription instead of the one-time buy, or the guarantee that takes the risk off the table.

Death Wish Coffee doesn't sell coffee, it sells "The World's Strongest Coffee." Same beans, sharper offer. The copy has something specific to sell before it writes a word.

Death Wish Coffee homepage headline "The World's Strongest Coffee"

Image source: Death Wish Coffee

Get specific about who it's for

Copy that talks to everyone converts no one. To write copy that works, you have to understand one target buyer's needs, wants, and hesitations well enough to write like you've read their mind, and that comes from research, not guesswork: customer interviews, reviews, surveys, support tickets, and session recordings.

The more precisely you know who you're selling to, the more of the next three steps you can get right.

Name the buying trigger

The buying trigger is the reason this person moves now instead of later. Sometimes it's a problem they're tired of living with, sometimes it's a season or a deadline, sometimes it's a small nudge of urgency.

Your job is to know the real trigger before you write, so the copy pulls on it instead of guessing.

Choose the sales motion the page runs

A page can only run one motion well. A product page serves browsers and repeat buyers at once. A landing page is built for one audience, one offer, one goal, which is why the same copy performs so differently depending on where it lives.

Pick the motion first: are you closing a purchase, capturing an email, or getting the add-to-cart? The words change completely depending on the answer.

Once those four are set (offer, audience, trigger, motion), your copy has a job. The rest of this guide is how you build that job into the page.

What copy that sells does on the page

Great copy is working even before someone reads a full sentence. Across a store, it's doing four jobs at once:

  • Pulling in the right people through the words in your titles, meta descriptions, and search snippets, so you attract shoppers who are likely to buy.
  • Keeping them engaged once they land, by showing benefits, answering questions, and building enough trust to overcome hesitation.
  • Setting your brand apart with a voice and message no competitor could paste onto their own site unchanged.
  • Moving the needle on conversions and AOV by making the value obvious and the next step easy.

Bellroy is a clean example of the third job. The brand sells wallets and bags, but the copy goes past features and uses story and emotion to show how the products simplify everyday life, which is a big part of why it's built such a loyal following.

Harry's landing page casting the customer as the hero of the brand story

Here's an example of how Harry's, a personal care company for men, makes their audience feel like they're the hero of the brand story.

Now let's build the page, step by step.

Offer clarity: say what you sell and why it's worth it, fast

Attention spans are short and shoppers are in a hurry, so the first screen has to answer "what is this and why should I care" before anyone scrolls. Every word has to earn its place.

Your headline carries most of this load. It's often the first thing a visitor reads and sometimes the only thing, so it should lead with the primary benefit or outcome, not a clever line that makes them work for the meaning.

Before: "Premium hand care, crafted with intention."

After: "Rough, cracked hands soft again in a week."

The first version could sit on any brand's page. The second names the problem and the outcome, so a shopper knows in a second whether they're in the right place.

Messaging hierarchy: put the most important thing first

Once the offer is clear, the order of what you say next decides whether people keep reading. Lead with the outcome that matters most to your buyer, then support it, then handle the details. Most copy buries the strongest point three paragraphs down where nobody reaches it.

Write product descriptions about the customer, not the product. Focus on how it improves their life, solves their problem, or gets them the result they want, and use "you" and "your" to speak straight to them.

Before: "Made with 100% organic cotton and a reinforced double-stitched seam."

After: "Soft enough to sleep in, tough enough that you'll still be wearing it in three years. (That's the organic cotton and double-stitched seams doing their job.)"

The feature is still there, it's just working in service of the outcome instead of leading with a spec sheet. Brandless does this well with lines like "sweet and tarty, with a lemon peel that tastes like it was picked fresh off the tree," language that makes you taste it.

Break the message up so it's easy to scan: short paragraphs, subheads, and bullets for parallel points, with bold on the one line a skimmer needs to catch. Brands like Amazon are known for using bullets to surface key features fast, so a shopper gets the gist without reading every word.

Amazon product listing using bullet points to surface key features

Image source: Amazon

Proof: back every claim with something a shopper can believe

In a market full of skepticism, the copy that sells is the copy people trust. You earn that with proof: reviews, testimonials, trust badges, clear policies, and specific numbers instead of vague superlatives.

Show that other people have bought and loved the product and you take the risk off the table. Reviews still carry real weight here, though not blindly: BrightLocal found that 42% of consumers now trust online reviews as much as a personal recommendation, down from 79% in 2020, which means quantity and recency of reviews matter more than they used to.

BrightLocal chart on how review quantity shapes consumer trust

Image source: BrightLocal

So make your proof specific and current instead of stopping at a star rating, because a picturable number ("re-ordered by 12,000 customers") does more work than an abstract claim ("loved by thousands").

CTAs: tell people exactly what to do next

A call-to-action should name the action, not gesture at it. Use language tied to your offer instead of a generic button, and make the next step feel like the obvious one.

MeUndies uses CTAs like "Get 20% Off" and "Become a Member," which tell the shopper precisely what happens on the other side of the click.

MeUndies page using offer-specific CTAs like "Get 20% Off"

Image source: MeUndies

Before: "Submit"

After: "Start my 20% off order"

The rewrite works because it restates the value at the exact moment of decision, when a little reassurance tips a hesitant browser into a buyer.

Objection handling: answer the hesitation before it kills the sale

Every page has a reason people don't buy, and copy that sells names that reason out loud. The best descriptions clear the objection in the same breath they make the pitch.

Look at how Aesop handles a hand balm:

Resurrect rough, ruined hands with this balm of miraculous power. Twice daily, massage a small amount into clean hands, rubbing well into cuticles and dry, parched skin.

In a few sentences it names the concern (rough, damaged hands), offers the solution, and tells you exactly how to use it, so the "will this work for me" doubt is answered before it forms. The copy is short, vivid, and benefit-first.

Aesop product description that names the concern and the fix in a few lines

Image source: Aesop

Your objections will be different (price, fit, shipping, "is this right for someone like me"), but the move is the same: find the real hesitation through customer research, then answer it in the copy instead of hoping nobody notices.

Measure your copy so you know what's working and what's not

Creating copy that sells is an ongoing process, not a one-time event, so you have to measure it. Track the metrics that tell you whether the words are moving buyers, not just filling the page:

  • Conversion rate (CVR)
  • Add-to-cart rate
  • Average order value (AOV)
  • Bounce and scroll depth on key pages
  • Revenue per visitor (RPV)

For context, the average Shopify store converts around 1.4% to 1.8% of visitors as of 2025, with top performers above 3.2%. That said, conversion rates swing hard based on your vertical, your products, and your price point, so take any benchmark with a grain of salt.

"An 'ideal' conversion rate is a conversion that's higher than the one you currently have."Raphael Paulin-Daigle, founder of SplitBase

Watch these numbers consistently and you'll spot which parts of your copy are pulling their weight and which need work.

Test your copy instead of guessing

A/B testing is how you turn a copy hunch into a validated decision. By comparing two versions of a page or element, you find out which one performs better with your buyers instead of trusting your gut or a best practice.

A few things worth testing:

  • Headlines and value propositions
  • CTA wording and placement
  • Product description angles (benefit-led vs. feature-led)
  • Social proof format and position

You can learn more in our A/B testing guide. Test and refine your copy on a regular cadence, and you keep finding growth the competition leaves on the table.

Diagram of the testing trifecta: quantitative research, qualitative research, and roadmap

The testing trifecta

Turn your copy into a buying path

You're not running a hobby site, you're running a store that's meant to make money, and your copy is either moving buyers toward that or getting in the way. At this point, copy that sells is what separates traffic that converts from traffic that leaks out the bottom, and treating it as optional is how growth stalls.

The path is the same every time: decide the sales model, get the offer clear, order the message, prove the claims, point to the CTA, and answer the objection. Do that with research behind you instead of guesswork, and the words start earning their keep.

But you don't have to figure it out alone. Our team at SplitBase digs into your customers to find what's holding back conversions, then rewrites and tests the copy that moves the needle, so you're not leaving money on the table.

Whether you need optimized landing pages to bring down customer acquisition costs, a conversion-focused Shopify redesign to lift AOV and sales, or a full site-wide testing program, we've got you covered.

Interested? Reach out today for a free consultation and start seeing real results.

Increase your conversions and AOV too.
Request a free proposal.
Book a Call