A tour operator I spoke with last year runs small-group historical walks across four European cities. They were bundling a third-party audio product into each ticket, paying the vendor a fixed fee per booking, and watching their margin shrink every time the vendor raised rates. They asked a simple question: could they own the app instead? Put their own brand on it, control the content, keep the visitor relationship, and change the economics so the cost scaled with the business rather than compounding against it?
That question is the white-label audio guide question. It comes up most often from three audiences: tour operators like the one above, regional museum networks trying to unify an experience across member sites, and destination marketing organisations launching city-wide heritage trails under the DMO's own brand. The mechanics differ in each case. The commercial traps are roughly the same.
What white-label actually means
"White-label" gets thrown around loosely. In practice, a real white-label museum audio guide deal involves four things.
Branding. Your logo, your typography, your voice. No "Powered by [Vendor]" lurking in a footer. The visitor sees your brand from the QR code through to the end of the tour.
Domain. The app runs on your domain — tours.yourcompany.com or similar — not the vendor's. This matters for SEO, for visitor trust, and for analytics attribution.
Analytics ownership. You see every visitor interaction. Completion rates, drop-off points, language preferences, revenue per visit. The vendor does not get to hoard this data or sell it back to you as a "premium insights package."
Content control. You decide what tours exist, who writes them, who voices them, and when they change. The vendor provides the platform, not the editorial direction.
A deal missing any of these isn't really white-label. It's a co-branded arrangement, which is a different conversation with different economics. The distinction matters because co-branded deals rarely survive a renewal negotiation — the vendor's brand is doing half the trust-building work, which means you're locked in on their terms when the contract comes up again. A true white-label deal lets you switch platforms without your visitors ever noticing.
One useful test when reading a draft agreement: search it for the vendor's company name. If their name appears anywhere a visitor can see it — the loading screen, the privacy policy, the app store listing — that's not white-label. Push back until it's gone.
The three partnership models
Most white-label deals fall into one of three commercial structures. Each has distinct implications for cash flow, risk, and long-term margin.
Per-site license. You pay a fixed annual fee per museum or venue. Predictable, easy to budget, bad for networks with variable traffic. If one site underperforms, you're still paying for it. Works for DMOs with stable, publicly funded programmes. Painful for tour operators with seasonal peaks.
Per-visitor revenue share. The platform takes a percentage of each paid audio guide interaction — usually 15% to 35%, sometimes with a floor. Your cost scales directly with your revenue. This is the model that has genuinely changed what's possible for smaller operators, and I'll come back to it.
Flat SaaS per-network. A single fee for up to N sites and M interactions per year. Good middle ground for established networks who know their volume within a reasonable band. Watch the overage clauses — a surprisingly good quarter can turn into a surprisingly large invoice.
In practice, most modern deals blend these. A small platform fee to cover hosting and support, plus a revenue share above a certain volume, with per-site setup costs bundled or waived depending on commitment length.
Which model fits depends on who you are. A tour operator with predictable ticket volume and tight unit economics almost always wants revenue share — it keeps variable cost variable. A DMO funded through tourist taxes or regional grants typically wants a flat fee because the budget is fixed by committee a year in advance. A regional museum network with ten member sites, each with different visitor profiles, usually wants a hybrid: flat fee at the network level, with a small revenue share on any premium interactions sold on top.
Content sourcing and who actually writes it
This is where most white-label conversations break down, and where most of the hidden costs live.
Someone has to write the tours. Record them. Keep them current. That work doesn't disappear just because you're launching a branded product. There are roughly four options, in descending order of control and ascending order of cost.
You write it yourself with in-house staff. Best for museum networks with existing curatorial teams. Worst for tour operators who don't have a writer on payroll.
You commission it from freelancers, briefed by you. Middle ground. You own the output. Budget roughly 200 to 600 euros per tour stop for good bilingual scripting, more with professional voice talent.
The platform vendor writes it as part of the deal. Feels convenient until you try to leave the vendor and discover the scripts are theirs. Every one of these deals should specify that commissioned content produced during the term belongs to you.
You license existing content from the vendor's library. Fastest launch. Lowest control. The scripts will be generic, because they have to serve multiple clients, and you'll be competing against other operators using the same words.
For AI-powered platforms, the content question shifts. Instead of recorded scripts, you're writing prompts, uploading reference documents, and curating the model's knowledge. It's cheaper to maintain and easier to localise, but you still need someone driving the editorial. The platform doesn't do taste for you.
The trap: vendors who also sell direct
A specific warning, because I've watched operators walk into this one more than once.
If your white-label platform vendor also sells direct to museums and tour operators in your territory, they are your competitor. They will always have more information than you do — they see your numbers, your pricing, your customer base. And when a potential customer of yours approaches them directly, they have every incentive to undercut you.
White-label deals where the underlying vendor also competes for your customers are a bad idea. Either negotiate territorial exclusivity in writing, or pick a platform whose business model is genuinely wholesale-only. "We don't compete with our partners" should be provable in the contract, not a handshake.
If exclusivity isn't available, at least negotiate a non-solicitation clause: the vendor cannot approach any customer who came in through your channel, for the term of the agreement and a reasonable tail period afterwards.
Pricing structures worth negotiating
Beyond the headline rate, a few clauses make an outsized difference to the economics.
Setup fees. Often quoted at 10,000 to 50,000 for a network. Push for this to be waived or credited against future revenue share. Vendors know they need to land you; the setup fee is usually negotiable if you're signing for two or three years.
Minimum volume commitments. Revenue-share deals sometimes include a floor — you owe X thousand per year regardless of interactions. Reasonable for the vendor, risky for you. If you accept a minimum, tie it to the vendor's own performance: if uptime drops below 99.5%, or if content updates exceed their SLA, the minimum is waived.
Territorial exclusivity. If you're a DMO or a tour operator focused on a city, push hard for exclusivity within that geography. Vendors will often grant it for specific use cases (city walking tours in Porto, for example) without blocking themselves from unrelated museum deals in the same region.
Content portability on exit. Every deal should specify what happens when it ends. Can you export your scripts, audio files, translations, and visitor data? In what format? Within what timeframe? A vendor who gets cagey about exit clauses is telling you something important.
Price escalation. Annual increases capped at inflation or a fixed percentage. Without this, a three-year deal can turn into a different deal by year three.
The zero-capex shift
Here's the part that's actually changed the market.
Five years ago, a white-label audio guide deal meant a six-figure license payment upfront, plus content production, plus hardware if you went that route. You amortised the cost across expected ticket sales over two or three years, and you had to be fairly confident in your volume to justify the commitment. This ruled out almost every small tour operator and most regional networks. The maths only worked for DMOs with public funding or large commercial operators with proven scale.
Modern platforms priced on per-interaction or revenue share have removed the upfront barrier. You launch for low thousands rather than low hundreds of thousands. If the product doesn't convert, you don't have a stranded asset on your balance sheet. If it does convert, your cost grows in line with your revenue — which, structurally, is what a partnership should look like.
This is the quiet reason white-label has become viable for audiences who were locked out of the category before. A four-person tour operator can now run a branded audio guide across their cities with launch costs that fit on a single invoice. A regional museum association with fifteen member sites can centralise a guide network without anyone needing to raise capital. The commercial model finally matches the size of the operators who actually need it.
What good partnership terms look like
When the deal is structured well, both sides have aligned incentives. The platform wants your interactions to grow because their revenue grows with yours. You want the platform to keep improving because you're not locked into a depreciating upfront investment. Content ownership sits with whoever created it. Data flows to you. Exit is possible without a legal fight.
The platform wants your interactions to grow because their revenue grows with yours. You want the platform to keep improving because you're not locked into a depreciating upfront investment.
If you're evaluating options, a few adjacent reads worth your time: our breakdown of multi-site organisation needs covers the operational side, revenue share models goes deeper on the commercial mechanics, pricing models compares the main structures, and system integrations matters more than most operators expect when you're connecting a white-label guide to an existing ticketing stack.
If you're weighing this up
White-label museum audio guides used to be a category for big organisations with capital to spend. They aren't anymore. If you're a tour operator bundling someone else's product and watching your margin erode, a regional network whose member museums are each running a different guide platform, or a DMO trying to launch a city-wide heritage trail under your own brand, the economics now support it.
Musa offers white-label and revenue-share partnerships for exactly these cases, and we're happy to walk through how the numbers work for your specific shape of operation. Whatever platform you end up with, negotiate the content ownership, negotiate the territorial terms, and read the exit clause before you read the pricing page.