Written by: Bryan Grobstein, Vice President, Global Revenue, AnyRoad
Key Takeaways For Distillery Guest Data
- Flaviar is a D2C marketplace and membership club, not a guest data platform, so it cannot capture or deliver first-party visitor records from your distillery.
- Distillery guest data falls into three categories: audience access (Flaviar model), first-party data you own (AnyRoad model), and third-party market research, each with different ownership and value.
- First-party data captured directly from tour and tasting guests converts visits into recurring revenue, with second-time visitors 512% more likely to join a paid loyalty program.
- AnyRoad combines white-labeled booking, FullView attendee capture, ID scanning, and managed CRM to collect, own, and activate guest data at every touchpoint.
- AnyRoad turns tasting-room visits into lifetime revenue through Bottle Clubs, Premium Memberships, and compliant lifecycle marketing that many distilleries lack in-house resources to run themselves.
See how AnyRoad captures guest data at every touchpoint.
What Flaviar Actually Does For Spirits Brands
Flaviar is a D2C marketplace and membership club that gives brands access to its consumer audience and buyer insights. It does not capture data on your distillery's own visitors.
Flaviar's market role is classified as "Retailer & Marketplace," and its technology categories include logistics and retail systems, loyalty management, and e-commerce. None of these functions focus on distillery visitor data capture or guest management. Flaviar's stated use cases are spirits discovery, whiskey collection building, tasting party hosting, and premium spirits gifting, which are consumer activities rather than distillery venue operations.
Flaviar processes over 500,000 orders annually and maintains a database of over 20,000 distinct bottle profiles, but that database belongs to Flaviar. When a consumer buys a bottle of Tamdhu or Eagle Rare through Flaviar's marketplace, the transaction-level data such as cart, account login, shipping state, and order history stays with Flaviar, not with the distillery. As White Label Loyalty's 2026 research notes, distributor and marketplace reports are not first-party data: they are someone else's data about your product, and they disappear if the relationship changes.
Flaviar for Business gives brands a channel to reach Flaviar's audience, which supports awareness and trial. It does not give you a CRM record for the guest who just finished your barrel-char tour and asked your guide three questions about mash bills. To understand why that distinction matters, it helps to separate the three different things people mean when they say "distillery guest data."
The Three Meanings Of Distillery Guest Data
Access To An Existing Audience (The Flaviar Model)
Flaviar aggregates spirits enthusiasts through its own consumer experience and sells them curated bottles and memberships. Flaviar's audience-access model aggregates and serves spirits enthusiasts through its own consumer experience, whereas a distillery's first-party visitor data must be collected directly from that distillery's own guests. The audience belongs to Flaviar. This model supports reach and trial but does not replace owning the guest relationship.
First-Party Data You Collect Yourself (The AnyRoad Model)
First-party data is information a business collects directly from its own customers or audience through its owned channels such as websites, mobile apps, sign-in tablets at company events, surveys, purchases, and CRM records, generally with consent. For a distillery, this means data captured during your tours, tastings, events, and on-site enrollment. You own it and you know how it was collected, and you do not pay anyone else for access. This category turns a visit into a recurring revenue relationship.
Third-Party Market Research For Category Insight
Third-party data is aggregated and sold by an outside provider; it offers scale and reach but is the least accurate, is shared with competitors, and is the hardest to justify under privacy law. Acquia notes that third-party data can be static, meaning organizations may pay a lot for customer data that's frozen in time. Market research from providers like Euromonitor or NielsenIQ tells you about category trends. It does not tell you that the guest in lane three visited twice last quarter and scored a 9 on your NPS survey.
How Distilleries Capture Guest Data From Tours And Tastings
The mechanics of first-party data capture at a distillery start with the booking flow and extend through every on-site touchpoint. AnyRoad embeds a fully white-labeled booking and registration experience directly on a brand's website. This keeps the guest in the brand's environment instead of redirecting to a third-party platform.

For distilleries managing group bookings, only the organizer typically provides contact details. AnyRoad's FullView feature captures data from every single attendee, not just the booker. Proximo Spirits, for example, found they were missing contact information for over 66% of their guests before implementing FullView, after which they immediately began collecting 69% more guest data and 34% more NPS responses.
Integrated ID scanning handles age verification and compliance at the door, which matters for regulated environments. But capturing data also means capturing consent. Privacy disclosures are built into the registration flow, so the notice a guest sees at the tour, tasting, ticketing, QR-code, or on-site enrollment point explains categories of data collected, purposes, recipients or vendors, retention principles, and available rights.

For a detailed comparison of tasting room booking and operations software, see AnyRoad's Tasting Room Software for Distilleries: 2026 Comparison and Guest Experience Software for Craft Distilleries.
Leiper's Fork Distillery previously hosted 24,000 tour and tasting guests annually with no data on their identities. After adopting AnyRoad, their general manager described the previous platform this way: "We were using another tour booking platform. It wasn't fit for our purpose, was hard to use and disorganized, and offered no metrics or way of tracking who was taking our tours." With AnyRoad, they achieved a 97 post-event NPS and raised tour prices by 33% from $18 to $24, recording their third-highest grossing month ever despite conducting fewer tours.
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How AnyRoad Turns Guest Data Into Recurring Revenue
First-party data only creates value when it drives action. AnyRoad's Lifetime Loyalty suite is built to convert guest records into recurring revenue. It includes Bottle Clubs, Premium Memberships, and managed CRM services.
The revenue case is straightforward. A single retail bottle purchase is worth roughly $100 to a brand. A club member who stays through six releases is worth roughly $600. The entire program focuses on moving a consumer from the first number to the second.

The conversion signal is the second visit. AnyRoad's data shows that a consumer who visits a distillery twice is 512% more likely to convert into a paid loyalty enrollment. A second visit represents the moment to make the enrollment pitch. AnyRoad coaches tour guides, retail managers, and mixologists to make that pitch, typically paired with a discount for enrolling the same day as the visit.
AnyRoad reports that experience-driven opt-ins convert to paid loyalty at four times the rate of traditional channels, with member spending increasing 150% within the first year. Heritage distilleries including Heaven Hill Distillery, Nearest Green Distillery, and Lux Row Distillers, alongside craft brands such as Castle & Key, Catoctin Creek Distilling, and Tarnished Truth Distilling, have adopted the Lifetime Loyalty platform.

Churn concentrates around the six-release mark, and the underlying cause is usually depletion. Members who have not finished what they already own do not want more. To address that, AnyRoad builds retention programming around the product itself, including virtual and on-site cocktail-making classes with master distillers that move members through their current allocation and prime them for the next release.
AnyRoad acts as the brand's agent and maintains a licensed ecommerce retail partner that handles the transaction and compliant delivery. This keeps the club within federal and state alcohol regulation without requiring the brand to become a licensed retailer. But even the best compliance infrastructure only works if someone actually runs the program, which is where many distilleries hit a wall.
Why Distilleries Without A Marketing Team Need Managed Execution
Software alone does not get a tour guide to confidently pitch a club-only expression at the end of a tasting. White Label Loyalty's 2026 research found that 72% of B2B manufacturers claimed first-party access to end-customer data while only 9.7% could act on it in real time, which shows that owning data and operationalizing it are separate capabilities.
AnyRoad's managed CRM services exist because many alcohol brands lack in-house email and lifecycle marketing expertise. The alternative, outsourcing to a generalist agency, often produces a team that does not understand alcohol compliance, release calendars, or club mechanics. AnyRoad's CRM sits on top of the same first-party experiential data the platform already collects. NPS, spend, visit frequency, and club status all live in the same system, so segmentation does not require manual exports.
The white-glove service layer includes spirits industry operators who work directly with brand teams on site. They coach staff on enrollment timing and help structure the experience tiers and value-adds that make the club worth joining. A team of roughly ten people supports fulfillment and best-practice strategy across accounts. For a distillery with a busy tasting room and no dedicated lifecycle marketer, this support often makes the difference between a channel that runs and a license that goes unused.
Comparing Your Options For Distillery Guest Data
The table below compares platforms that appear in searches for distillery guest data tools. The key takeaway: only AnyRoad gives you first-party data from your own guests, while the others either give you access to someone else's audience or capture only transactional booking data.
| Platform | What It Actually Does | Whose Data You Get |
|---|---|---|
| AnyRoad | First-party visitor data capture for brand-owned experiences such as tours, tastings, events, and on-site enrollment, with an integrated Lifetime Loyalty suite including Bottle Clubs, Premium Memberships, and managed CRM that converts guest records into recurring revenue. Delivered as technology plus white-glove managed service. | Your data. Captured from your guests, with consent, through your branded booking and registration flow. You own every record. |
| Flaviar for Business | A D2C marketplace and membership club that gives brands access to Flaviar's consumer audience for product placement, curated sales, and audience reach. Flaviar's model does not establish that a distillery receives a software system for collecting and managing the distillery's own tour, tasting-room, or visitor records. | Flaviar's audience data. The consumer relationship belongs to Flaviar. |
| SpiritSight | SpiritSight is a vision-based, end-to-end GUI agent that excels in GUI navigation tasks across various GUI platforms, using a large-scale GUI dataset and Universal Block Parsing to improve grounding of GUI objects. | Not applicable to distillery guest data. SpiritSight is a GUI navigation agent, not a spirits industry analytics platform, and does not produce visitor-level first-party records from your tasting room. |
| Booking Ninjas | Booking Ninjas is a Salesforce-native property management and booking system used across hospitality and other booking-based verticals including hotels, vacation rentals, event venues, and coworking spaces for reservation management and guest scheduling. | Booking and reservation data. Guest records are captured at the transaction level, and deep experiential data capture and loyalty conversion are not core features. |
| TourSyncer | TourSyncer is all-in-one tour operator software that manages direct bookings, itineraries, pricing, staff scheduling, invoicing, and customer groups, with direct online booking via embeds, links, and QR codes. Native OTA synchronization is not a verified current capability, and external marketplace inventory requires a channel manager, allocation, or manual reconciliation process. | Booking data from direct bookings and any manually reconciled external channels. Data ownership depends on the channel, and OTA-sourced bookings typically remain with the OTA. |
| Generic POS or CRM Tools (e.g., Square, HubSpot) | General-purpose point-of-sale or customer relationship management tools not built for alcohol compliance, experiential data capture, or spirits club mechanics. They require significant configuration and do not include managed execution or alcohol-native lifecycle marketing. | Transaction or contact data you configure yourself. No alcohol-native segmentation, release calendar logic, or club compliance built in. |
Compare platforms and see why AnyRoad is built for distillery guest data.
What To Do After You Have Distillery Guest Data
Collected guest data becomes revenue through segmentation, targeted outreach, and enrollment. AnyRoad's platform lets brands stratify their audience at a micro level by NPS score, spend, and visit frequency to surface the guests most likely to enroll in a Bottle Club or Premium Membership. Staff can then focus enrollment conversations on the guests the data identifies as high-value.

For club enrollment, the compliance reality of shipping to members requires a licensed retailer in the transaction path. AnyRoad acts as the brand's agent and routes compliant transactions through its licensed ecommerce retail partner, with a Shopify-integrated purchase experience for the consumer. The TTB advises industry members to verify destination-specific alcohol laws, licensing, age requirements, carrier rules, tax obligations, and permitted products before fulfilling an order. AnyRoad's compliant transactional path is structured to satisfy those requirements.
Between releases, managed CRM services keep members engaged through segmented email campaigns, release announcements, and programming like virtual cocktail classes. Campari Group's partnership with AnyRoad delivered a 3x increase in marketing opt-in registrations and identified 4,500 brand champions through a unified platform consolidating event management for brand homes, pop-ups, and festivals. That level of segmentation is only possible when the guest data, NPS scores, and visit history all live in the same platform.
Conclusion: Choosing The Right Distillery Guest Data Partner
Flaviar is a D2C marketplace and membership club that gives brands access to its consumer audience. It does not capture data on your distillery's own visitors or function as a guest data platform. The confusion is understandable because both involve spirits, memberships, and recurring revenue, yet the category distinction matters since the tools that solve each problem differ completely.
First-party guest data, collected directly from your own visitors with consent, is the asset that converts a tasting room into a recurring revenue channel. As noted earlier, a second visit makes a guest 512% more likely to enroll in a paid loyalty program. That gap between a single bottle and a six-release member, the $100 vs. $600 difference mentioned earlier, is what a first-party data platform combined with managed execution is built to close.
AnyRoad captures that data, converts it into enrollments, and runs the club end to end, including the compliant transactional path, the retention programming, and the lifecycle marketing that keeps members engaged between releases. As Diageo's Head of Johnnie Walker Princes Street put it: "With AnyRoad, we are able to measure NPS, Brand Conversion, and more, providing us with solid data that shows the positive impact the experience is having on our guests. We can then follow up with them to create a lifelong relationship with our brand."
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Frequently Asked Questions
Is Flaviar A Competitor To Distillery Guest Data Platforms Like AnyRoad?
No. Flaviar and AnyRoad operate in different categories. Flaviar is a D2C marketplace and membership club that gives brands access to its consumer audience. AnyRoad is a first-party guest data platform that captures data from a distillery's own visitors. The two tools solve different problems: Flaviar helps you reach an audience you do not own; AnyRoad helps you own the relationship with the guests you already attract. For a deeper comparison, see the table above.
What Data Does A Distillery Actually Own After A Tasting Room Visit?
A distillery owns any data it collects directly from its own guests through its own channels, with appropriate consent. This includes guest names, contact information, visit history, survey responses, NPS scores, purchase behavior, and marketing opt-in status. This is first-party data because the distillery collected it, knows how it was collected, and does not pay a third party for access to it.
Data that flows through a third-party marketplace, OTA booking channel, or distributor report belongs to the intermediary and may disappear if the relationship ends. Platforms like AnyRoad are designed to maximize first-party data capture at every touchpoint such as booking, check-in, during the experience, and post-visit, including from every attendee in a group booking, not just the person who made the reservation.
How Does A Distillery Bottle Club Stay Compliant With Alcohol Shipping Laws?
A distillery that is not a licensed retailer cannot ship spirits directly to consumers in most U.S. states. A compliant Bottle Club model requires a licensed retailer in the transaction path. AnyRoad acts as the brand's agent and maintains a strategic partnership with a licensed ecommerce retailer that handles the transaction and compliant delivery.
The consumer receives a Shopify-integrated purchase experience, and the brand receives a club that stays within federal and state alcohol regulation. AnyRoad does not sell, ship, or distribute alcohol itself. The TTB requires that any pre-sale arrangement involving future delivery of distilled spirits be structured appropriately, and AnyRoad's model is built around that compliance requirement.
What Is The Revenue Difference Between A One-Time Tasting Room Visitor And A Bottle Club Member?
A single retail bottle purchase is worth roughly $100 to a brand, while a Bottle Club member who stays through six releases is worth roughly $600. The conversion signal that separates a one-time visitor from a likely enrollee is the second visit. AnyRoad's data shows that a consumer who visits a distillery twice is 512% more likely to convert into a paid loyalty enrollment.
As mentioned earlier, experience-driven opt-ins convert at four times the rate of traditional channels, and member spending grows 150% in the first year. The Bottle Club model focuses on moving consumers from the single-bottle value to the six-release member value and retaining them long enough to reach that point.
What Should A Distillery Without An In-House Marketing Team Look For In A Guest Data Platform?
A distillery without dedicated lifecycle marketing staff needs a platform that includes managed execution, not just software. The most common failure mode is purchasing a CRM or email tool and lacking the internal expertise to run it. The channel then goes unused or gets handed to a generalist agency that does not understand alcohol compliance, release calendars, or club mechanics.
The right platform for this situation combines first-party data capture, loyalty enrollment tools, and a managed service layer staffed by people who understand the spirits industry. AnyRoad's managed CRM services and white-glove service team, including on-site staff coaching and ongoing club maintenance, exist specifically for brands that want a channel that runs rather than a license that sits idle. The data advantage is that guest NPS, spend, visit frequency, and club status all live in the same platform, so segmentation does not require stitching together multiple tools.