What a viral breakout on TikTok can be worth to your business

1. In short: every video gets its own chance, however big the account.

Going viral means a video reaches far beyond its account’s own followers, within days. TikTok has no official threshold, but a common rule of thumb is about a million views in one to three days [1]. What makes this interesting for a business is how TikTok chooses. The feed judges each video on its own, by how viewers react to that video. TikTok wrote in 2020 that “neither follower count nor whether the account has had previous high-performing videos are direct factors” [2]. The video competes, not the account.

That is why it is open to every kind of business: a nightclub, a gym, a hair salon or a web shop. You don’t need a big account of your own. You need creators who make videos people want to watch to the end, and a path from the video to a purchase, a booking or a place on the guest list.

Figure 1 shows four numbers that frame the rest. According to IAB Sverige, the Swedish influencer marketing market passed SEK 1.1 billion in 2025, after growth of just over 19%, and was the fastest-growing media category [3]. TikTok now takes 44% of the money, against 21.5% in 2022, according to IRM’s measurements for IAB Sverige [3, 4]. Among women born in the 2000s, 79% have used TikTok in the past year, according to Internetstiftelsen’s Swedes and the Internet 2026 [5]. And in the largest peer-reviewed study of sales, by Beichert and colleagues in the Journal of Marketing in 2024, small creators returned on average about 3.8 times as much net of cost as large ones [6].

The rest goes deeper. Section 2 explains how viral works. Sections 3 and 4 cover how the market has grown and what it can return. Sections 5 to 7 describe how you can pay creators and what a campaign can look like in different businesses, with a nightclub as a worked example. Section 8 goes through the rules in Sweden.

2. How viral works: more videos, more chances.

For every video, TikTok predicts how likely this particular viewer is to watch to the end, like, share, save or swipe past. The predictions are combined into one score, and the highest-scoring videos are shown [7]. Watch time is the signal TikTok itself puts most clearly. It can’t be bought, because it only exists if the video holds on to the person watching.

Followers give a head start, but they don’t decide. In a study of more than 600 users, a video’s views closely tracked its likes (ρ = 0.86) but its account’s followers only moderately (ρ = 0.48). One account with fewer than 20,000 followers had a video played more than two million times [8].

A few videos take almost everything

Views are spread very unevenly. In a peer-reviewed study of about two million videos, by Guinaudeau, Munger and Votta in 2022, a typical account’s best video got 64 times the views of its median video, and the top 20% of videos took about 76% of the views [9]. Figure 2 shows how skewed that is. So “average views times number of videos” is the wrong sum. The result is a few breakouts and a long tail of small videos.

That is why many attempts win

Nobody has measured what happens when hundreds of creators post about the same thing. But each video is ranked on its own, and no described mechanism adds them up into one shared score [2, 7]. Two hundred videos are therefore two hundred separate attempts. If each video has a 1% chance of breaking out and the videos are independent, the chance that at least one of 20 succeeds is about 18%. With 200 videos it is about 87%. In Figure 3 you can change the assumption.

The numbers are a worked example, not a measurement, and videos in one campaign are probably less independent than the formula assumes. Two things hold all the same. Different creators avoid the throttle that would hit one account posting two hundred times, because TikTok generally won’t show two videos in a row by the same creator [2]. And videos that merely repeat the same material risk being shut out of the feed [10]. More attempts only help if they differ.

3. The market has grown, and in Sweden the money has moved to TikTok.

The Swedish influencer marketing market grew from SEK 458 million in 2016 to just over SEK 1.1 billion in 2025, about 2.4 times, according to IRM’s measurements for IAB Sverige [3, 4]. It is the best measurement of the Swedish market. IRM, the Swedish institute for advertising and media statistics, surveys the networks, agencies and creators that sell influencer marketing on behalf of IAB Sverige. Figure 4 shows the series.

The curve is not straight. IRM describes influencer marketing as sensitive to the economy, more so than internet advertising as a whole, and in 2023 expected a fall of about 10% as the ad market turned [4]. 2025 instead became the strongest year so far, with growth of just over 19%. A further 9% is expected for 2026 [3].

The money moved, the audience stayed put

The most striking thing is where the money goes. TikTok took 44% of creator sponsorship in Sweden in 2025, against Instagram’s 41.9%, according to IAB Sverige [3]. In 2022, 21.5% went to TikTok and 60.8% to Instagram, according to IRM [4]. Over the same years, the share of Swedes who used TikTok in the past year stayed around 22%, according to Internetstiftelsen [5, 11]. Figure 5 sets the two side by side.

The explanation is who is there. Among those born in the 2000s, 79% of women and 60% of men used TikTok in the past year [5]. The money is also moving to smaller accounts. Creators with fewer than 10,000 followers took 13% of the revenue in 2025, against 8.2% in 2022 [3, 4].

Globally: one direction, different measures

Global figures exist, but they measure different things and come from companies that sell in the market themselves. The most quoted series, from Influencer Marketing Hub, runs from about $1.7 billion in 2016 to $24 billion in 2024 [12]. Statista puts 2025 at about $33 billion [13]. That is payments to creators. The trade body IAB also counts paid boosting of creators’ content and arrives at $37 billion in 2025 for the US alone [14]. The media agency WPP Media counts all advertising on platforms where creators publish and arrives at over $325 billion [15]. Figure 6 shows the series and the three measures separately, because they don’t belong on one axis.

TikTok is growing in Europe too. According to TikTok’s own reports under the EU Digital Services Act, monthly users in the EU went from 134 million in February–July 2023 to about 189 million in the first half of 2026 [16, 17, 18, 19]. Across Europe TikTok reports over 200 million [18]. Figure 7 shows the curve. The Swedish audience stands still while the European one grows, which matters for anyone selling outside Sweden.

Two more things frame the market. The industry expects further growth: 87% of respondents to Influencer Marketing Hub’s 2026 survey expect bigger budgets, but those are expectations, not outcomes [20]. And here the buying rarely happens in the app. TikTok Shop sold an estimated $64.3 billion worldwide in 2025 [21], but only about €4.1 billion in Europe, 65% of it in the UK. The shop is live in ten European countries, but not in Sweden [22].

4. What it can return: the most per krona from small creators.

The most widely quoted return figure, that every dollar in influencer marketing brings back $5.78, is wrong as a return. The figure comes from Influencer Marketing Hub’s 2020 report and measured earned media value, meaning what the attention would have cost as ads, not what it sold. The older $6.50 figure comes from a 2015 survey in which 125 marketers estimated their own returns [23].

Better evidence exists, and it says something more useful. Figure 8 grades it. A study of 5,835 sponsored posts, by Leung and colleagues in the Journal of Marketing in 2022, found that 1% more budget brought about 0.5% more engagement: it works, but each krona brings a little less than the one before [24]. The only return figure for creator ads on TikTok comes from a study TikTok itself commissioned from Nielsen in 2024: $2.0 back in the short term per dollar spent on creator ads, against $1.5 for the brand’s own ads, for ten grocery brands in Indonesia and Thailand [25].

Small creators give the most for the money

Small creators return more per krona than large ones, and the strongest evidence comes from Beichert and colleagues in the Journal of Marketing in 2024. They followed 1.88 million purchases and several field studies, and counted the return after what the creators cost. Choosing creators with few followers gave on average about 3.8 times the return net of cost of choosing those with many, 17.85 against 4.67, and the study calls the gap an order of magnitude [6]. In a summary of the study, the large creators had 32 times the followers of the smallest, but brought in only about four times as much [26]. Figure 9 shows the gap.

That fits how TikTok works. Measured per view, engagement is almost as high for small accounts as for large ones: 4.40% for accounts with 1,000–5,000 followers and 3.95% for those with 100,000 to a million, according to Socialinsider’s review of about two million videos [27]. Paying for followers means paying for something the feed doesn’t reward.

What a view costs

Creator prices vary widely. A Swedish quote-matching service quotes SEK 1,000–5,000 per post for creators with 1,000–10,000 followers and SEK 5,000–25,000 for those with 10,000–100,000 [28]. Data from a payout platform gave a median of SEK 1,104 per published post [29]. Another vendor quotes €109 on average for a 30-second video in Sweden [30]. A paid TikTok ad in Europe costs about €5–10 per thousand views, according to a third vendor [31]. A €109 creator video that gets 10,000 views costs about €11 per thousand, and gets cheaper with every further view (Figure 10).

The worked example shows why the uneven outcome matters. A video that breaks out makes the cost per view almost nothing, and one that doesn’t gets expensive. The video that does well can also run as an ad. TikTok reports that such Spark Ads got a 30% higher completion rate and 142% higher engagement than ordinary ads, in its own data from 2020–21 [32]. That needs the creator’s permission, and it belongs in the agreement from the start.

What sold, and what lasted

The best-documented cases show what a breakout can bring (Figure 11). Little Moons’ sales at Tesco rose 700% after ordinary users filmed themselves buying the mochi [33]. Sol de Janeiro grew 174% to $454M in six months, after a wave of unpaid creators and 50-plus paid ones [34]. Maybelline’s mascara sold out four times in about two weeks [35], and the Swedish candy maker Bubs got 120 million views on #SwedishCandy from one creator’s video [36].

What happened next differs (Figure 12). Little Moons grew from £25.5M to £68.5M [37]. Stanley went from about $73M to about $750M [38], but tracked online sales then fell 52% [39]. Prime’s UK turnover fell from £112.2M to £32.8M [40]. Bubs had nothing to sell. The company closed to new customers abroad and got US-made candy onto shelves only in August 2025 [36, 41].

The lesson is to be ready to sell. Growth stayed where the product was one click or one shelf away, could be bought again and was in stock. A breakout that isn’t met by stock, free slots or places on the guest list stays nothing but views.

5. Five ways to pay creators, and who carries the risk.

How you pay decides what you get. A flat fee buys a video. Commission buys sales. Between them are models that share the risk between you and the creator. No source shows how the market splits between the models, but the norms for each can be described. Five of them are a flat fee, a product or experience, a shared pot, commission and pay per guest. Figure 13 compares them.

A flat fee gives certain delivery but uncertain sales, and the business carries all the risk. A Swedish quote-matching service quotes SEK 1,000–5,000 per post for creators with 1,000–10,000 followers and SEK 5,000–25,000 for those with 10,000–100,000 followers [28]. A product or an experience instead of money is cheaper, but far from everyone delivers. The industry benchmark is that 20–40% of recipients post something, according to a vendor of product seeding [42].

Commission moves the risk to the creator, who is only paid when something sells. Swedish affiliate programmes pay 10–15% on average, according to a Swedish guide [43]. A shared pot sits in between: the business fixes the budget up front, and the creators split it by results, for example views. Pay per guest is the nightclubs’ old model. In the US, promoters often get $8–12 per guest who comes in and pays, and nothing for those who don’t show [44]. That is the model the nightclub playbook in section 7 builds on.

6. Strategy: many voices, a free hand and measuring from day one.

Many creators instead of one

Both the feed and the research argue for breadth. Each video is an attempt of its own (Figure 3), and small creators give the most return per krona (Figure 9). Swedish companies already work this way. Björn Borg’s CEO has said the company works with about 1,000 influencers and puts 15% of its marketing budget into them [45].

Give a free hand, not a script

In a Stanford field experiment, 1,495 creators were offered a contract with a cosmetics brand, and half were randomly given looser terms. The looser posts got 53 clicks on average, against 14 for the more controlled ones [46]. Figure 14 shows the gap. TikTok gives the same advice: don’t write the creator’s lines, because “viewers can tell” [32]. According to TikTok, over 63% of the videos with the highest click-through rates put their message or product forward within the first three seconds [47].

Lock what has to be there, and leave the rest. What has to be there is the labelling, the legal limits (such as no alcohol in frame for a nightclub), the offer or code, the place and what the viewer should do. The hook, the script and the format belong to the creator.

Time it for the peak

Views come early. According to one vendor’s data, about 72% of a video’s views arrive on the first day, and it takes about 35 days on average to reach 95% [48]. For something with a date, like a club night or a launch weekend, the videos should therefore come a few days before, not on the night. For a business that is always open, creators can be spread over several weeks.

Amplify the winners

Let the creators post as usual, see after a couple of days which videos take off, and put ad money only behind those. That is cheaper than guessing in advance, because most videos stay at low numbers (Figure 2). TikTok’s own tools for local businesses, such as the Nearby feed and the TikTok GO creator programme, are not yet available in Sweden [49, 50], so local reach has to come from the creators themselves.

Measure from day one

Give each creator their own code, their own name on the guest list or their own link. Discount codes are the most common tool: 45.9% of respondents to Influencer Marketing Hub’s survey use them, and 26.0% use affiliate links [20]. Also ask at the till or the door where the guest heard about you, and compare how many search for your name before and after. Codes undercount, because many people come without using them. Treat them as a floor, not the whole result.

7. Playbooks by business type: pay for what comes through the door.

The models become concrete when they meet a business. This section starts with a nightclub, worked through in detail, and then sums up seven other business types. All amounts in kronor include VAT. Everything without a source is an assumption you can swap for your own figures.

The nightclub: creators film their night

The idea is simple. A nightclub invites creators to film their night: the music, the queue, the crowd and the DJ. Each creator gets free entry and their own name or link on the club’s guest list for the night. For every guest who signs up through the creator and then comes in, the creator earns a commission. It is the same set-up nightclub promoters have long worked with: paid per guest who is checked in, not per name on the list [44]. The creator becomes a promoter whose list comes from a video.

The original idea also had a drink ticket. It is left out here. The Swedish Alcohol Act only allows alcohol to be given away as product samples to licence holders, and the Consumer Agency has stopped a wine company from giving wine to influencers as gifts [51, 52]. Whether a drink ticket given to a creator as payment counts as such a gift has never been tested. Replace it with food or something non-alcoholic, or ask a lawyer before you include it.

What the creator films, and what the club measures

The video should sell the night, not the bar: music, DJ, venue, crowd and the feeling of being there. Drinks stay out of frame. Creators are at least 25, and nobody in shot should look younger, because alcohol marketing may not depict anyone under 25 [51]. TikTok also doesn’t allow alcohol to be promoted in paid creator content [53]. The video is labelled as advertising, tags the venue and goes out a few days before the night.

The club measures three things per creator: how many signed up, how many were checked in at the door and what they spent. Commission is paid only for checked-in guests. No-shows then take care of themselves, because someone who doesn’t come costs nothing.

Do the sums

Figure 15 is a worked example. The starting point is ten creators who get 10,000 views each. 0.2% of viewers sign up, and 72% of them come. The show-up rate rests on one vendor’s data from just over a thousand events, where the median no-show at free events was 28%. That isn’t nightclubs, so the figure is uncertain [54]. Guest-list entry is SEK 100, as at one Stockholm club where the list costs SEK 100 and the door SEK 180 [55]. Ordinary entry in Stockholm runs at SEK 100–200 [56]. The creator’s free entry is counted at the door price, SEK 180.

The rest are assumptions. No Swedish source gives a commission per guest, so SEK 50 is an assumption; in the US, $8–12 is common [44]. Nor does any source say what a guest spends at the bar. SEK 200 is an assumption; in Stockholm a beer costs SEK 60–90 and a cocktail SEK 120–150 [56]. The bar is counted at an 85% gross margin, an industry rule of thumb [57].

With ten creators at 10,000 views each, 0.2% signing up, 72% showing up, SEK 100 entry, SEK 200 at the bar and SEK 50 commission per guest, that makes 200 sign-ups and 144 guests. They pay SEK 14,400 in entry and spend SEK 28,800 at the bar. The creators get SEK 7,200 in commission, SEK 720 each on average plus free entry. The club keeps SEK 29,880 after commission, the creators’ entries and the bar’s cost of goods, but before staff and premises. Each new guest costs about SEK 63.

Two caveats. Everyone who comes via the list is counted as a new guest, but some might have come anyway. And the sign-up rate is the biggest uncertainty: halve it, and the guests halve too. Move the sliders and see where the sums stop working for your club.

Seven other business types

The same logic works in more places: a perk for the creator, a payment per customer who actually comes, and a way to measure it. Figure 16 sums up seven playbooks with a small worked example for each. The numbers in the examples are assumptions unless stated otherwise.

Restaurants and cafés

The standard set-up is a dinner for a video, with a booking code. Margins are squeezed: since February 2022, restaurants’ input prices have risen 37% and menu prices 19% [62]. That argues for paying per booked guest rather than a flat fee. The dinner costs the restaurant less than its menu price, since ingredients usually make up 25–35% of the price [57]. One Swedish example has no figures: the chef KöttSara posted her first TikTok when her restaurant was two weeks from closing, and relaunched it with a single dish [63].

Gyms and studios

The creator gets a free membership and a bonus per new member. The bonus is paid only once the member has stayed a couple of months, because most who cancel do so in months two to four [64]. An annual card costs from about SEK 5,000 at Friskis & Svettis to about SEK 9,300 at SATS in Stockholm [59]. According to one vendor, 30–50% of people on a trial become members [58]. No documented Swedish case could be found.

Hotels and experiences

A night for content, plus a booking code and commission on direct bookings. For comparison, Booking.com pays its affiliates 4% per completed stay through the CJ network [65]. A night in Stockholm cost about SEK 1,681 in one booking site’s snapshot [60]. Agencies report 8–9 times the money back for UK hotels, but those are their own figures [66].

Salons and local services

A treatment for a video, a first-visit discount code and a payment per new client. A haircut costs SEK 350–450 at one salon in the Stockholm area [61]. The value lies in the client coming back. No documented case with figures exists, so every step of the sums except the price is an assumption.

Events and festivals

This is where the best-documented numbers are, if from a vendor. At the Riot Fest festival in 2024, over 1,800 attendees sold about 2,800 tickets through their own links, 6% of net ticket revenue. Across the whole platform, each dollar in rewards brought $32 in ticket sales [67]. Ticket programmes often pay 3–12% per ticket sold [68], and the reward can just as well be free tickets or upgrades.

E-commerce

Product plus commission on an own code, or a flat fee. With a fee of SEK 5,000, an average order of SEK 500 and a 50% gross margin, 20 orders break even (assumptions). Swedish cases exist, but with TikTok as the source: the web shop Dupes SE reported a 1,056% return on ad spend [69], and Clas Ohlson ran a 20% discount code only for TikTok, which brought 210,000 clicks [70].

Apps and subscriptions

Pay per qualified event, such as a paid month or a verified user, never per download. According to an affiliate directory, Revolut pays £2–20 per new personal account that has been verified and topped up [71]. The sums rest on what a paying user is worth in the first year, and only you have that number.

8. Swedish rules: label everything, and keep the alcohol out of frame.

Labelling

Section 9 of the Swedish Marketing Practices Act requires advertising to be clearly recognisable as advertising, and the party behind it to be clear [72]. The Consumer Agency accepts “Reklam” (advertising), “Annons” (advert) or “I betalt samarbete med …” (in paid partnership with) if the label is clearly visible, while “I samarbete med …” (in partnership with) has been challenged as too vague [73]. The industry’s own recommendation of January 2026, from Sveriges Kommunikationsbyråer, Sveriges Annonsörer (now Brand Marketing Sweden) and IAB Sverige, suggests “Reklam från X” (advertising from X), “Marknadsföring från X” (marketing from X) or “Betalt samarbete med X” (paid partnership with X) and says that “I samarbete med” should not be used. If the label is in the caption it should open the text, and when the whole video is advertising, one way to make it extra clear is to keep the label on screen for the whole video [74]. The requirement covers all marketing, including when the payment is a dinner, a product or free entry [74].

Responsibility is shared. In 2025 the government told the Consumer Agency to step up its work on marketing through influencers [75]. The agency then found that influencer marketing is still “very problematic”, sent supervisory letters to about 40 influencers and advertisers, and wrote that both advertisers and the creators’ own companies risk legal action [76]. Labelling costs no reach: TikTok writes that the commercial content setting doesn’t affect how the video is recommended [77].

Alcohol: what shapes the club model

Chapter 7 of the Swedish Alcohol Act requires special restraint when alcohol is marketed to consumers. Advertising may not be intrusive, encourage drinking, or target or depict people under 25. Images in advertising may show only the product, its ingredients, the package or the trademark. Alcohol may only be given away as product samples to licence holders [51]. The Consumer Agency has applied the picture rule on social media, when a brewery showed its beer with food and nature [78], and has stopped gifts of wine to influencers [52].

For a nightclub this means four things. The video is about the night, the music and the crowd, not the drinks. Creators are at least 25, nobody in shot looks younger, and the safest choice is creators whose audience is mostly 25 or older. TikTok doesn’t allow alcohol to be promoted in paid creator content [53]. And the law bans alcohol advertising before, during and after videos that users have uploaded [51], so a video with drinks in focus can’t be boosted as an ad either. Where the line runs between marketing a club and marketing alcohol has not been tested by any court in the sources found. That is why the drink ticket is left out of the playbook.

Tax on benefits

There are no special tax rules for influencers. Products and services a creator receives as payment are taxable, just like money [79]. Free entry, a dinner or a hotel night are not named specifically, but on the same principle they count at market value, meaning the ordinary price. If the creator has F-tax (is self-employed), they report it themselves. If the creator has A-tax (as an employee), the business is the payer: benefits worth at least SEK 100 in a year must be reported in the employer declaration, and once they reach SEK 1,000 the business pays employer contributions. Cash payments of SEK 1,000 or more a year require tax to be withheld [79].

No shop in the app

TikTok Shop is live in ten European countries, but not in Sweden [22]. The purchase therefore has to land somewhere else: in a booking, on a guest list, in a web shop or in a store. Content from accounts under 16 is not recommended in the For You feed [7], which also decides which creators can take part.

9. About the evidence: strong on the market, thin on Swedish campaign results.

Collabify compiled this analysis in October 2026 from published sources. Every source is tagged by how much weight it can carry. “Independent” marks research, authorities, law, official statistics and the press reporting on them. “TikTok” marks TikTok’s own figures and studies TikTok commissioned. “Estimate” marks figures from vendors, agencies, analytics firms and the brands themselves. Most of what is said about costs and business types belongs to the last group.

What is computed or assumed

Everything computed here, like the odds in Figure 3, the cost per view in Figure 10 and the sums in Figure 15 and Figure 16, is labelled as a worked example. Where there is no source it says “Assumption”, and you can swap the value for your own. That covers, for example, how many people sign up to a guest list, what a guest spends at the bar and the commission per guest. The global market figures are never drawn on one axis, because they measure different things.

What was left out

The $5.78-per-dollar figure is used only to explain why it isn’t a return [23]. Figures that could not be traced to any source are left out, such as claims about how often product seeding leads to a purchase or what share of all accounts are fraudulent. Commissioned estimates of what small businesses on TikTok add to the economy, and Swedish figures that could only be produced by scaling foreign ones, are left out too. So is the drink ticket in the club model, for the reasons in section 8.

Gaps in the evidence

No public Swedish source says what creator campaigns bring local businesses in visits or bookings, what promoters earn per guest, how many people fail to turn up from a guest list or what a club guest spends. There is no independent study of the return on TikTok creator campaigns. And no court has tested where the line runs between marketing a nightclub and marketing alcohol. The sums are therefore built so you can fill in your own numbers.