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Why “Learn More” Is Often the Wrong Button

“Learn More” names no destination and no decision. Here is how specific buttons such as View packages, Check availability or Request an assessment help buyers act, and what the page behind each one must deliver.

CT
Content Team
September 9, 2026·6 min read

Open your own homepage and count the buttons. There are three service cards, and each ends in “Learn More”. The banner has “Learn More”. The footer block has “Learn More” too. Each one asks the visitor to click before saying why they should.

Here is the short answer. “Learn More” is usually the wrong button because it doesn't name a destination or a decision. Visitors can't tell what they will get, whether the click is worth it, or how it differs from the identical button next to it. Replace it with the next action the visitor is actually weighing, such as View packages, Check availability, See pricing or Request a website assessment. Specific labels help people decide. They also help search engines understand your pages and make your own click reports easier to read.

What a “Learn More” button actually tells a visitor

Nielsen Norman Group has argued that generic “Learn More” links have weak information scent. People can't predict what is behind them, so they can't judge whether the click is worth their time (Nielsen Norman Group). When several of these links share one page, visitors also start to wonder whether they all lead to the same place.

That doubt costs a business something. Picture a manager comparing three web agencies on a phone between meetings. They won't click on hope. They click when the label promises to answer a question they already have. A button that says “Compare website packages” and opens a page like our Growth Packages overview makes that promise. “Learn More” makes no promise at all.

Four ways a vague button costs you

Visitors can't weigh the click

Every click is a small bet of time and attention. A specific label tells the visitor what they get for that bet. “See pricing” gives them a reason to tap. “Learn More” asks them to tap first and find out afterwards.

Identical buttons blur together

Screen reader users often move through a list of a page's links. The W3C guidance on WCAG says that link text which is as meaningful as possible helps users who choose from that list (W3C WAI). Five entries that all read “Learn More” give them nothing to choose between. Sighted visitors who scan quickly run into the same blur.

Search engines get a weaker signal

Google's documentation says good anchor text is descriptive, reasonably concise, and relevant to both the page it sits on and the page it links to. It marks “Read more” and “Click here” as too generic (Google Search Central). Many website buttons are links under the hood, so the same advice applies to them. Google also suggests a quick test: read the anchor text on its own and check that it still makes sense.

Your reports stop telling you anything

If ten buttons on your site say “Learn More”, a click report full of “Learn More” says little about what visitors wanted. A click on “Check availability” is a different signal from a click on “Compare packages”. Your sales team can follow up on those two leads in different ways.

Match the button to the decision the visitor is making

The useful question isn't “what should the button say?” but “what is this visitor trying to decide right now?” The UK government's design system puts it plainly: button text should describe the action the button performs. It adds that the label sometimes needs more words to be precise, as in “Add another address” (GOV.UK Design System). The same principle sits behind the Growth System approach to decision pages, where every page is planned around one clear next step.

Visitor's real questionInstead ofTryWhat the next page must deliver
What exactly do you offer?Learn MoreCompare website packagesScope and inclusions laid out side by side
Can I afford this?Learn MoreSee pricingClear pricing information, not a contact form
Are you free when I need you?Learn MoreCheck availabilityDates, slots or a booking form, not a brochure
Is my current website the problem?Learn MoreRequest a website assessmentA short form and a plain list of what the assessment covers
Do you serve my area?Find out moreSee areas we coverA clear list or map of locations

Notice that the last column matters as much as the label. If cost is a buyer's first worry, “See pricing” should go straight to a pricing page and not to a general enquiry form. A specific button that lands on a vague page breaks trust faster than a vague button.

An Oman example: seasonal demand

Think of a hotel or tour operator in Salalah ahead of Khareef season. A visitor browsing from Muscat or Riyadh has already picked the destination. What they want to know is whether rooms or tours are free on their dates. “Learn More” sends them to a page about a region they have already chosen. “Check Khareef availability” answers the real question in one tap, which matters most on a phone.

Bilingual sites need two good labels

If your site runs in Arabic and English, check that both versions describe the same action. A sharp English button paired with a generic Arabic one gives half your audience the vague version.

Six checks before any button goes live

Run each button on a key page through these questions.

  • Read the label alone. Does it still make sense without the card or section around it?
  • Does it name an action or a destination, not just an invitation?
  • Is it different from every other button on the same page?
  • Does the page it opens deliver exactly what the label promised?
  • Does the commitment fit the stage? A first visit may be too early for “Book a call”, but “See pricing” is a fair ask.
  • Do the Arabic and English versions describe the same next step?

When “Learn More” is acceptable

The phrase isn't banned. Nielsen Norman Group suggests two workable options. You can add a qualifier, such as “Learn more about our services”, though that makes the label longer and pushes the useful words to the end. Or you can make the heading itself the link, so a separate “Learn More” isn't needed (Nielsen Norman Group).

It can also work for truly secondary content, such as background reading under a detailed article, where no buying decision is at stake. On service, pricing and landing pages, where people are deciding, specific labels nearly always do more work.

A good button finishes the sentence “I want to...” in the visitor's own words.

The label is a promise the page has to keep

Rewriting button text is the cheap part. The harder part is making sure each destination page pre-sells the step the button named. If “Check availability” opens a generic contact form, the vague moment has just moved one page further along.

That makes it a structural question, not a copywriting one. Which pages exist? Which decision does each page help with? What does each button promise, and does the next page keep that promise? Sites that answer these questions page by page usually need fewer buttons, and the buttons they keep do more.

A practical next step

Pick your three most visited pages and run every button through the six checks above. To see how the same thinking works across a whole site, see how the Growth System structures pages that pre-sell the next step, from the first service card to the final enquiry.

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Calls to ActionConversionUX WritingLead GenerationDecision Pages