By Max Liao, founder of OwnQR · Original research · Updated July 2026

What People Actually Use QR Codes For: 237 Real QR Codes Analyzed

We classified every QR code created on our platform between December 2025 and July 7, 2026 — 237 codes after excluding test and gifted accounts — by where each one points. The result does not match the story most QR articles tell. By share of codes, the number one use is music and video at 54.9%: YouTube channels, Spotify pages, and similar destinations. Count by people instead of codes and the picture flips: 61.5% of account holders primarily make QR codes for a business website. And the use cases everyone assumes dominate? Exactly zero of 237 codes pointed to a restaurant menu, and one (0.4%) was wedding-related. Here is the full breakdown, an honest note on the sample, and what the real pattern means if you are choosing what to put behind a code.

About this data

The dataset is every QR code created on OwnQR (ownqrcode.com) between December 2025 and July 7, 2026 — 280 codes in total, of which 237 remained after excluding internal test accounts and gifted accounts (43 codes excluded), across 64 distinct account holders. Each code was classified by its destination: vCard and WiFi payloads directly, and URL destinations bucketed by keyword rules (music and video platforms, social and bio platforms, app stores, document hosts, maps and review pages, with "business website" as the fallback). Keyword classification can miss edge cases, so category floors are conservative. We report two views — share of codes and share of users — because a small number of prolific creator accounts materially shape code-level totals; we disclose that concentration rather than hide it. Scan figures come from 977 scan events with device and OS derived from the user agent at scan time. This is real behavioral data, not a survey. It is a single-platform sample that likely skews toward individuals, creators, and small businesses, so treat percentages as directional. Analysis used aggregate counts only; no individual destinations, names, or emails appear here. Written by Max Liao, founder of OwnQR.

Music and video is the number one use of QR codes — 54.9% of all codes

130 of the 237 codes we analyzed pointed to a music or video destination — YouTube, Spotify, and similar platforms. That is not a narrow lead; at 54.9%, music and video is bigger than every other category combined. Business websites came second at 29.5%, social and link-in-bio pages third at 7.2%, and digital business cards (vCards) fourth at 5.9%. When you stop assuming and actually look at where codes go, the everyday QR code is a bridge from something physical to someone's music or video, not a menu.

The reason makes sense once you see it. A musician or video creator has physical surfaces — posters, t-shirts, stickers, business cards — and a digital home on a streaming platform, and a QR code is the cheapest bridge between the two. One tap takes a fan from the object in their hand to a follow, a play, or the newest upload. We dug into this specific use, including how to keep a music code pointing at the latest release, in our guide on music QR codes.

Count people instead of codes, and business wins

Here is where the data gets genuinely interesting. Measure by unique users instead of raw codes and the ranking flips: 61.5% of account holders primarily make QR codes for a business website, versus 16.9% for social and bio links and just 6.2% for music and video. The music category's code-level dominance comes from a small number of extremely prolific creators, not from a majority of people. Both views are true at the same time, which is the finding: QR usage has two distinct populations.

The first population is small but prolific — creators who mint codes in bulk as a distribution channel, one code per release or upload. The second is broad but light — business owners who make one or a few codes for a flyer, a card, a package, or a sign that opens their site. Any article that quotes a single "top QR use case" without saying which way it counted is hiding half the story. We publish both columns in the table below.

The QR power users of 2026 are independent creators, not brands

The most active accounts in the dataset belong to independent video and music creators who mint QR codes in bulk across their catalogs — not restaurant chains or big brands. These few prolific accounts materially shape the code-level totals, which is exactly why we report the user-level view alongside them: by people rather than codes, business websites lead at 61.5%.

So the pattern holds from both angles: business links are the broad base, music and video the concentrated spike. We disclose the concentration rather than smooth it away, because the concentration itself says something real about who has figured out what QR codes are for. (We keep individual account details private, including for our heaviest users, so the concentration is described only in aggregate.)

The use cases everyone assumes: zero menus, one wedding

Here is the part that contradicts most QR marketing. Of 237 codes, zero destinations were identified as restaurant menus. One code — 0.4% — was wedding-related. In our broader May analysis of verticals, restaurant-related destinations peaked at roughly 2%, still a rounding error. The stock photo of a QR code on a restaurant table simply does not match how people use the technology, and the wedding QR code that fills Pinterest boards barely exists in real data.

Part of this is timing. Menus became the public face of QR codes during the pandemic, when restaurants switched to contactless ordering, and that image stuck. But the menu moment was a specific situation, not the permanent center of how people use codes. When the special case fades, what remains is the broad, unglamorous reality: people link their music, their videos, their site, and their contact details. If you have ever read that QR codes are mostly for restaurants and assumed your own use was unusual, the data says the opposite. Your music or website link is the mainstream; the menu is the outlier.

The digital business card quietly beats the famous use cases

vCard QR codes — scan once to save someone's name, phone, and email — made up 5.9% of all codes. That is more than restaurant menus, weddings, app-store links, and PDF documents combined. The paper business card replacement is a real, growing use case that gets almost no coverage, probably because it is the least photogenic QR story imaginable. It shows up on business cards and in email signatures, does its job in one tap, and never makes it into a trend piece.

Who scans: 84.7% mobile, and an iOS/Android dead heat

Across 977 real scan events, 84.7% came from mobile devices and 15.3% from desktop. By operating system, iOS took 43.1% of scans and Android 41.7%— a statistical tie — with Windows (5.3%) and macOS (4.6%) trailing. Whatever platform war narrative you have read, QR scanning is not one side's habit: it is an even split across the two phone ecosystems, which means a destination page has to work equally well on both.

The dataset is also growing fast: scans went from 176 in May 2026 to 563 in June 2026 — a 3.2x jump in a single month— alongside the platform's fastest month of code creation, with 143 new codes in June. We publish the full device, weekday, and hour-of-day breakdowns separately in our QR code scan statistics.

What each of the top three uses needs to get right

Because the same three categories cover most real codes, it is worth saying what each one needs in practice. For a music or video code, link the web URL of your artist page, channel, or a smart link, not a single track, so the code keeps pointing at your newest release rather than going stale — and use a code you can repoint when the next single drops. For a website code, the page it opens is the whole game: it has to load fast on a phone and put the main action in front of the visitor, because a code that opens a slow or cluttered page wastes the scan.

For a contact card, keep the vCard small and test that it saves cleanly on both iPhone and Android, since the two handle the save prompt a little differently — and our scan data says the audience really is split almost exactly down the middle. Across all three, the same two rules decide success: design the destination for mobile, because 84.7% of scans happen on a phone, and be honest with yourself about whether the link might change later. If it might, a code you can edit after printing is worth far more than the few dollars it saves to lock the destination in.

Why QR marketing and QR reality drifted apart

It is worth asking why the gap exists at all. Restaurant menus and weddings make for vivid marketing examples: they are easy to picture, they have a clear before-and-after story, and they peaked at a moment when QR codes were suddenly everywhere. A creator minting a code per upload, or a plumber putting a code on a van, is harder to dramatize — so it gets written about less, even though it is what people actually do. The result is a feedback loop: articles describe the photogenic use cases, readers assume those are the norm, and the quiet majority use — linking a video catalog, a business site, or a contact card — goes unmentioned. Looking at real destinations breaks that loop, and the picture it leaves is simpler and more useful than the marketing one.

QR code use cases: share of codes vs share of users

Use caseShare of all codesShare of users (primary use)
Music / video (YouTube, Spotify, and similar)54.9%6.2%
Business website29.5%61.5%
Social / link-in-bio7.2%16.9%
Digital business card (vCard)5.9%6.2%
App store link1.3%4.6%
PDF / documents1.3%4.6%
Restaurant menus0%0%

Based on 237 anonymized QR code destinations across 64 account holders on OwnQR's platform, December 2025 – July 7, 2026. Percentages are rounded; a small number of prolific creator accounts shape the code-level column, which is why both views are shown.

What the real pattern means for you

If you are deciding what to put behind a QR code, the data is freeing: the common uses are simple and they work. Linking your music, your videos, your website, or your contact card is exactly what most people do, so you are on solid ground. The thing that separates a code that works from one that does not is not the use case — it is two practical choices: make sure the destination is built for a phone, since 84.7% of scans happen on mobile, and decide whether you need to change the link later.

That second choice is where most regret comes from. A traditional static code encodes the destination directly into the image, so if the link changes, every printed copy is wrong forever. A dynamic (redirect) code lets you repoint the same printed code to a new destination without reprinting — which is why every code on OwnQR, including the free ones, is redirect-based: you can print a free code today and unlock editing on the same code later, with no reprint. For anything tied to a release, a campaign, or a business that evolves, that editability is the safer call. We cover the decision in do QR codes expire and the full timing data in our QR code scan statistics.

The short version

  1. Music and video is the number one use by share of codes, at 54.9% — not menus.
  2. By share of users, business websites win: 61.5% of account holders primarily link a business site.
  3. Restaurant menus scored exactly 0% and weddings 0.4%, despite dominating QR marketing.
  4. The heaviest users are independent creators minting codes in bulk — they treat QR codes as a distribution channel.
  5. vCard business cards (5.9%) beat menus, weddings, app links, and PDFs combined.
  6. Scanning is 84.7% mobile, with iOS (43.1%) and Android (41.7%) in a dead heat.
  7. Scan volume tripled month-over-month: 176 in May to 563 in June 2026.

Frequently asked questions

What do people use QR codes for the most?

It depends on how you count, and both answers are interesting. By share of codes, music and video leads: 130 of 237 real QR codes (54.9%) pointed to a music or video destination such as YouTube or Spotify. By share of people, business wins: 61.5% of account holders primarily make QR codes for a business website. The difference comes from a small number of prolific creators who mint codes in bulk. Either way, the use cases people assume dominate — restaurant menus and weddings — scored 0% and 0.4%.

Are QR codes mostly used for restaurant menus?

No. Out of 237 real QR codes in our July 2026 analysis, exactly zero pointed to a restaurant menu, and our broader May analysis peaked at roughly 2% for restaurant-related destinations — a rounding error either way. Menus became the public face of QR codes during the pandemic, but across a general pool of codes the everyday use is music, video, a business website, or a contact card, not a menu.

What do musicians and video creators use QR codes for?

As a distribution channel for their catalog. Music and video was the single biggest destination category at 54.9% of all codes, with the most prolific creator accounts minting codes in bulk across their catalogs. Artists and creators put a code on merch, posters, stickers, and cards so a scan lands on a channel, an artist page, or the latest release in one tap.

Why do 'share of codes' and 'share of users' tell different stories?

Because QR usage has two distinct populations. A small number of creator accounts make codes in bulk, which pushes music and video to 54.9% of codes. Most people, though, make a handful of codes for their business: 61.5% of account holders primarily link a business website. We report both views and disclose the concentration rather than hide it, because the concentration is itself a finding.

What devices do people scan QR codes with?

Phones, overwhelmingly. Across 977 real scan events, 84.7% came from mobile devices and 15.3% from desktop. By operating system, iOS and Android are in a statistical dead heat — 43.1% versus 41.7% — with Windows (5.3%) and macOS (4.6%) trailing. The practical takeaway: design the destination page for a phone first, and test it on both platforms.

Are vCard (digital business card) QR codes actually used?

Yes, more than the famous use cases. vCard QR codes — scan to save contact details — made up 5.9% of all codes in our data, which is more than restaurant menus, weddings, app-store links, and PDF documents combined. The paper business card replacement is a real, quietly growing use case that gets almost no coverage in QR marketing.

Is this data representative of all QR codes everywhere?

No, and we want to be clear about it. This is every code created on OwnQR's own platform — 237 codes after excluding internal test and gifted accounts — not a representative global survey. Our user base of one-time-payment dynamic QR codes likely skews toward individuals, creators, and small businesses rather than enterprise campaigns. Treat the percentages as directional; the headline pattern, that music and business links dwarf the assumed menu-and-wedding uses, is the robust part.

Did QR code use change after the pandemic menu boom?

What our data suggests is that the menu boom was a moment, not the lasting center. Contactless menus made QR codes a household sight around 2020 and 2021, but in a general pool of codes in 2026, menus scored exactly zero while music, video, and business websites lead. The technology outlived the specific situation that made it famous, and settled into everyday uses that look nothing like the menu image most people still carry.

Sources and further reading

Journalists may reuse any statistic in this study with attribution to OwnQR (ownqrcode.com). Want a specific cut of the data for an article? Email hello@ownqrcode.com.