Introduction
Food & Beverage brands run millions of tour & tasting experiences every year to capture new customers and deepen relationships with existing ones. Some of these experiences convert visitors into lifelong fans, others don’t.
What separates the best from the rest?
To find out, we analyzed the Net Promoter Scores (NPS) and feedback of 126,425 visitors to 3,376 experiences and 522 brands in 2025. We identified the factors that explain the 15-point NPS gap between top and bottom-tier experiences, and quantified their impact.
The results reveal nine factors that explain 73% of the gap and identify where brands should focus to convert more visitors to lifelong fans.
"This experience has made me a fan for life." - Top-tier experience, NPS 10
This is how the best experiences do it.
Summary of results
The factors that differentiate top experiences fall into three categories:
INVEST: What Top Experiences Do Better
"It is a gift to meet folks that are so knowledgeable and passionate about what they do, and have the ability to share that enthusiasm effectively." - NPS 10
About one-third of the NPS gap between top and bottom experiences comes from factors where top-tier experiences excel. Four factors explain the majority of positive differentiation - and all of them are about people.
AVOID: Mistakes That Create Detractors
"Too generic. Everything behind glass. Not enough interaction." - NPS 5
Nearly two-thirds of the NPS gap comes from mistakes that bottom-tier experiences make and top experiences avoid. Five factors drive most of the negative impact:
TAILOR: Adjust to Your Audience
"I want more specific facts, not just a lecture on how the product is made." - Gen Z, NPS 4
INVEST and AVOID factors apply universally, but some matter even more to specific audiences:
By purchase behavior:
- New customers are in evaluation mode. Guide expertise and enthusiasm drive conversion; shallow content turns them away.
- Occasional customers are deciding whether you’re “their place”. Venue aesthetics matter more to them than other segments.
- Loyal customers expect to be treated right. They’re more sensitive than other segments to operational failures - audibility, inventory, crowds.
By generation:
- Gen Z (21-28) cares deeply about learning something real. They penalize shallow content and hands-off experiences the most.
- Millennials (29-44) are most impacted by guide expertise and enthusiasm, and over-index on informative content.
- Boomers (61+) are most affected when audibility fails.
By gender:
- Gender doesn’t matter. Men and women respond the same.
The Bottom Line
Top experiences create more loyal customers because they have better staff and avoid the mistakes that disproportionately create detractors.
The lessons for brand managers running tours and tastings are:
- Invest in the tour guide. Hire for passion, and train for expertise. Ensure they pace tours properly and can be clearly heard and understood.
- Design the tour to be educational. Include interactive, sensory elements.
- Train tasting staff to teach product appreciation. Equip them with a variety of options to respond to visitor preferences and expectations.
- Make warmth consistent. Staff across every touchpoint - especially the front lines - should be welcoming.
- Adjust for your audience. Put your best guides on experiences that skew toward new customers and Millennials. Ramp up educational content for Gen Z. Address audibility for older audiences.
These factors are actionable and within reach of any brand. Focusing on them will deliver higher NPS, more loyal customers, and stronger conversion.
Why NPS Predicts Business Outcomes
We use NPS as our measure of experiential success because it predicts what matters most: whether visitors become loyal customers.
For New Customers: NPS Drives Conversion
Visitors new to your brand are evaluating whether to become customers. Their post-experience NPS directly predicts conversion:
Promoters are nearly 4x more likely to become loyal customers than detractors. Even single-point differences matter: the gap between an 8 and a 9 is 16 percentage points in conversion.
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For Existing Customers: NPS Protects Retention
For visitors who already buy your brand, experiences either deepen loyalty or erode it.
An existing customer who leaves as a detractor has a 41% chance of switching to another brand.
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Why This Matters
While other metrics tell you what happened - attendance, revenue, social posts - NPS tells you what happens next. It predicts real business outcomes and long-term loyalty, which is why we use it as the benchmark for experiential success.
Methodology note: These findings come from our own longitudinal studies across 41,721 customers surveyed months and years after their experiences. Results reported at 95% confidence (p < 0.001 significance).
How we conducted the research in this study
We analyzed feedback from 126,425 visitors to 3,376 experiences across 522 brands in 2025. Brands range from global Fortune 500 companies to up-and-comers across the consumer Food & Beverage industry. Experiences occurred globally and include many award-winning tours and tastings.
Each visitor provided:
- A Net Promoter Score rating post-experience
- Open-text feedback explaining their score
- Demographic and brand purchase history
From Feedback to Factors
We extracted topics from visitor feedback and categorized them into 190 distinct factors across 9 categories:
Each mention was tagged with sentiment (positive, negative, or neutral) and linked to the visitor’s NPS score.
Defining Performance Tiers
Experiences were divided into three tiers based on NPS performance:
NPS for experiences, especially Tours & Tastings, skews higher. This reflects the inherently emotional, high-engagement nature of these visits, which often have an outsized impact on loyalty, as well as the fact that this study includes many of the category’s leading brands.
The gap between top and bottom tiers is 15 NPS points. Our analysis identifies what explains that gap.
The Framework: Penalty-Reward Contrast Analysis
Not all factors work the same way. Some are linear - the more you invest, the more NPS improves. Others are asymmetric - visitors won't praise you for getting them right, but they'll punish you for getting them wrong.
To distinguish between these, we used Penalty-Reward Contrast Analysis (PRCA), a methodology validated in customer research over the past 40 years.
How It Works
For each factor, we calculated:
- Reward contribution: How much of the NPS gap comes from top-tier experiences earning more praise?
- Penalty contribution: How much comes from bottom-tier experiences generating more complaints?
We then computed an Impact Asymmetry score for each factor ranging from -1 to +1:
- +1 means entirely reward-driven (excellence creates value; absence doesn't hurt)
- 0 means balanced (excellence and failure matter equally)
- -1 means entirely penalty-driven (failure destroys value; excellence doesn't add much)
Finally, we calculated each factor's NPS impact by segment (purchase behavior, generation, gender), measuring the variance across segments, to determine how factors impacted audiences differently.
Experience Classification
Our analysis classifies factors into three categories based on how they behave in the data:
The Split between Invest and Avoid
About one-third of the NPS gap is driven by Invest factors - drivers of differentiation that top experiences do better. Nearly two-thirds comes from Avoid factors - mistakes lower-tier experiences make that top experiences don’t. The path to top-tier performance isn’t just investing in the differentiators. It’s eliminating the failures that create detractors.
Do Top Experiences Perform Better Because They Run Smaller, More Premium Tours?
A common question worth addressing first - and the answer is No.
Top-tier experiences do have smaller groups and charge slightly more:
But the correlation between these factors and NPS is essentially zero (group size: -0.04, ticket price: 0.02).
It’s about Execution, Not Structure
NPS drops as group size increases - but only for lower-tier experiences. Top-tier experiences maintain high NPS regardless of group size:
Large groups don't cause lower NPS - they expose issues that lower-tier experiences already have: audibility, pacing, lack of interaction. Top-tier experiences have solved for these.
Ticket pricing tells the same story. Top-tier experiences earn similar NPS across price points, as do lower-tier ones. NPS doesn’t increase or decrease by price point.
In short, top-tier experiences don’t get higher NPS because they run smaller, more expensive tours. And lower-tier experiences don’t get lower scores because they run bigger, cheaper tours.
What actually drives the difference are the factors outlined below.
INVEST: What Top Experiences Do Better
Factors with a linear relationship to NPS - top-tier experiences do these better, and every incremental improvement pays off.
Four factors account for 71% of what differentiates top-tier experiences in the INVEST category. Together, they contribute 4.0 NPS points to the gap between top and bottom performers.
The Pattern: It's All About People
Every top factor is staff related. They are not about the presence of these factors, but the mastery of them. Customers cite these factors more often on top-tier experiences because their staff do them better. It’s the primary reason these experiences earn higher NPS and convert more visitors to loyal customers.
The good news: these factors are actionable and within reach of any brand. They’re not about expensive facilities, premium products, or advanced technology - they’re about people.
1. Guide Expertise: Depth and Breadth of Knowledge
29% of positive differentiation | +1.6 NPS points
"His knowledge didn't come off as a lecture or a script but rather a conversation over a meal with friends. We loved having him show us around and can't sing his praises highly enough." - NPS 10
A tour guide's expertise - on the product, the process, and the brand's heritage - is the single largest factor separating top-tier experiences from the rest.
The gap isn't about the presence of knowledge. It's about the depth. Guides with deeper expertise go beyond the script - adapting to their audience, fielding unexpected questions, and weaving facts into brand narratives that create emotional connection.
On lower-tier experiences, visitors describe expertise as an attribute - a box that got checked:
"The guide was knowledgeable and informative. Enjoyed the tasting after the tour." - NPS 8
On top-tier experiences, visitors describe expertise as something that changed how they felt about the brand:
"Her knowledge of the process shines so strong in her storytelling. She made us fall in love with the brand." - NPS 10
What Top Guides Do Differently
They adapt to their audience instead of reciting a script
"Also appreciated that it was asked who's done other tours before so we didn't have to hear the same process again and again, and could focus on your unique story." - NPS 10
vs
"She was having to read off prompts for her description and they kind of went all over the place." - NPS 5
They Invite questions instead of deflecting them
"Gary was such a great tour guide and could not have been a better source of information for all of our random questions." - NPS 10
vs
"Tour guide could not answer questions outside of the canned speech." - NPS 6
They make it a conversation, not a lecture
"John was absolutely amazing… he encouraged us to ask questions and answered them without missing a beat. It felt like chatting with a friend who happened to know everything about whiskey." - NPS 10
vs
"We asked a few questions and since it was off script you could tell it threw him off." - NPS 5
They connect facts to meaning
"I've been taking this tour for 10 years and I still learned a lot of new information. She helped me understand why this matters, not just how it's made." - NPS 10
The Takeaway
Guide expertise is the single largest driver of differentiation for top experiences. Top guides have deeper knowledge, and that depth enables behaviors that drive stronger brand connection. They adapt to their audience, field questions naturally, and connect facts to meaning. In feedback, this shows up as stronger emotional language, higher NPS, and ultimately, more visitors who convert to loyal customers.
2. Guide Enthusiasm - Passion vs. Performance
23% of positive differentiation | +1.3 NPS points
"Evan was absolutely fantastic - you could tell how much passion he had for the distillery and that really made the tour very enjoyable." - NPS 10
The second largest differentiator between top-tier experiences and the rest is the authenticity of the guide’s enthusiasm.
Words like "passion" and “love” appear 2.7x more often in feedback about top-tier guides. Words like “scripted” appear 18x more often in lower-tier feedback. “Boring” appears 13x more often. “Memorized” appears only in lower-tier experiences, never in top-tier.
Enthusiasm also correlates with almost everything else a guide does well. In our analysis, it showed a strong correlation with pacing (0.86), humor (0.85), storytelling (0.82), friendliness (0.77), and expertise (0.72). Enthusiasm makes every other guide quality better.
What Passion Looks Like
"It is a gift to meet folks that are so knowledgeable and passionate about what they do, and have the ability to share that enthusiasm effectively." - NPS 10
"Trevor was, by far, the best guide we have ever had. He had a passion that was infectious." - NPS 10
Passion can also overcome other tour issues that would otherwise create detractors.
"The whisky's are very basic but Thomas's enthusiasm made it all worth it." - NPS 9
What Performance Looks Like
When visitors describe a guide who’s performing rather than connecting, their complaints cluster into distinct patterns:
The most common complaint is scripted delivery - visitors can tell when a guide is reciting rather than sharing.
"His discussion was more of a show/production of somebody who memorized lines for a play. Just talk to us and educate us like we're in a room having a discussion." - NPS 8
"The tour guide was not authentic. He had a script with corny jokes. It felt forced and overly corporate. It was a turn off." - NPS 2
The second most common is low energy - guides who seem disengaged or like they’d rather be elsewhere.
"The tour leader acted like his job was a bother to him. Very monotone and kind of boring. I saw another tour guide in a different group and they were having so much fun! Made me jealous." - NPS 1
"It was obvious this was just a job and she was checking a box for the day." - NPS 0
The Takeaway
The two largest drivers of differentiation are about the guide - and enthusiasm is the second. Passion is contagious and memorable - it creates brand connection that lasts long after the visit. It also amplifies everything else about the guide: humor, storytelling, pacing, expertise.
Visitors can tell the difference between someone who genuinely loves the product and someone going through the motions. Hire fans who genuinely love your product.
"For these tours, you guys need to hire people who are actually bourbon lovers. Those guys will do the job for enjoyment, not because they need to. They will not just go through the motions." - NPS 5
3. Product Perception: Framing, not Flavor
13% of positive differentiation | +0.7 NPS points
"I didn't have many expectations, especially since I've never tried your product before. But it was hands down a great experience, I learned so much and also liked the taste of it - which I never thought would happen." - NPS 10
Visitors come to taste your product, so it’s no surprise that product perception influences NPS. But the data reveals that it's less about what you serve and more about how you help visitors experience it. Top experiences teach product appreciation.
The most illustrative data point: what happens when the product doesn't resonate. On top-tier experiences, 82% of visitors who didn't like the product still left as promoters. On bottom-tier experiences, only 16% did.
The difference is what the guide brings: framing, education, and the ability to create appreciation rather than just consumption.
What Top Experiences Do Differently
They teach product appreciation, not just pour samples.
"I had no idea there were so many types, and the amount of wonderful work that goes into creating it. We ended up going home with almost everything we tasted!" - NPS 10
vs.
"The 'tasting' was as though we just pre-ordered a flight with a sheet explaining what we had vs being an experience." - NPS 2
They read the audience and adapt
"I didn't like either bourbon, but Rich did change my mind about trying gin and I loved it!" - NPS 9
Not everyone connects with the same product. Top guides notice and pivot - different flavors, different expressions, different products entirely.
They create meaning around the product
"I never understood why people paid more for small batch until this tour. Now I get it." - NPS 10
The best guides don't just describe what visitors are tasting - they explain why it matters. Visitors leave understanding why it’s special.
The Takeaway
Product perception is about how visitors experience the product. Top guides create appreciation - what makes it special, why these ingredients, how to notice the difference. They adapt to visitor tastes, making sure everyone finds something they connect with. Visitors leave not just having tasted the product, but having experienced what makes it unique.
That’s what turns a tasting into lasting brand loyalty.
4. Staff Warmth
7% of positive differentiation | +0.4 NPS points
"We felt like family from the moment we walked in. Everyone was so friendly and the experience was incredible." - NPS 10
While guides have the largest impact on brand perception, every employee affects the experience. Top-tier experiences exude warmth across the entire team - from check-in to the gift shop. Lower-tier experiences are inconsistent: the guide delivers, but someone else disappoints.
What separates top-tier from the rest isn’t being “friendly” - it’s making visitors feel like they belong.
Visitors on top-tier experiences use language like “personable” (40% vs 19%), “feel welcome” (14% vs 7%), and “like family” (10% vs 2%). The more welcoming the staff, the higher the NPS.
Where Warmth Fails
When warmth breaks down, it happens at the edges of the customer journey:
First impressions carry extra weight. 44% of complaints happen before the tour even starts - at check-in, with greeters, in the parking lot, at security.
"I would have given a 10 if only the ladies at the reception desk were a little more friendly. I had a group of about thirty-two people, and almost everyone complained about the faces of first impression. We did not feel welcomed at all." - NPS 8
Last impressions matter too. The gift shop and tasting room staff can undo what the guide built:
"The tour was great! Our guide Josh made the experience overall great. Everyone was very kind and welcoming UNTIL we got to the sampling at the end of the tour. The people serving us our last sample had a terrible attitude, they looked miserable and it was a terrible way to end the tour." - NPS 8
"The tour guide, Dusty, was great. The guy in the gift shop on the other hand was terrible. I was told I could not buy a glass because I was not a member. My friends all put the items back they were going to purchase. Turned a great day into disappointment." - NPS 0
How Staff Behaved
Nearly half (43%) of complaints describe negative behavior - staff were rude, abrupt, or impolite. The rest describe absence of warmth: staff who felt cold, flat, disengaged, or like they didn’t want to be there.
The Takeaway
The more welcoming your team, the more NPS increases. On top-tier experiences, visitors feel "like family," not like customers. But warmth has to be consistent. In the data, 44% of staff complaints happen before the tour starts, and another 33% happen after - at the gift shop, tasting room, or restaurant. One cold interaction at the edges of an experience can turn a promoter into a detractor.
On top-tier experiences, warmth extends beyond the guide to every touchpoint.
AVOID: Mistakes That Create Detractors
Factors that disproportionately create detractors on lower-tier experiences. Visitors won’t praise you for getting these right, but will penalize you when they go wrong.
Five factors account for 68% of what creates detractors on lower-tier experiences, contributing 6.8 NPS points to the gap between top and bottom performers.
The Pattern: Content and Delivery
The top factors cluster into two categories:
Tour Content (-4.4 pts combined): Visitors complain when tours feel shallow, non-interactive, or uninformative. They don't rave about "adequate depth" - but they become detractors when they feel like they "could have watched a video at home" or "didn't learn anything new."
Guide Delivery (-1.7 pts combined): Pacing and audibility are invisible when done right. You don’t hear "I could hear the guide perfectly!" in feedback. But rushed tours and inaudible guides create detractors.
The final factor, Limited Tasting Selection (-0.7 pts), is related to the Invest factor Product Perception - but has a different impact. Product Perception is about how guides frame the tasting - a differentiator that creates promoters. Limited Tasting Selection is about what you offer - it creates detractors when reality doesn’t meet visitor expectations.
The asymmetry is stark: 87-100% of the NPS impact comes from failure, not excellence. These aren't factors you win on. They're factors you lose on.
Top experiences have largely eliminated these mistakes. And when they do appear, they address them quickly. The path to top-tier performance isn’t just investing in differentiation. It’s eliminating the failures that disproportionately create detractors.
1. Shallow Content
27% of negative risk | -2.7 NPS points
"We did take the tour so we could LEARN more about the process... how it's made, what the different machines do. We felt like the tour was 'here's your high wine and your low wine. Here's the fermentation tanks,' and that's it." - NPS 5
The largest driver of negative feedback on lower-tier experiences is visitors feeling like they didn't learn anything meaningful - a combination of lack of content depth (-1.5 NPS pts) and lack of informative content (-1.2 NPS pts).
The gap between top and bottom experiences is the largest of any factor studied. Top-tier experiences have a 12% complaint rate. Bottom-tier: 62%.
What Visitors Want More of
Half of complaints are about the core product story - how it's made and where it came from. The other half is about what makes this brand special.
The production process (32%)
"For a 'Mastery' experience, there was anything but mastery presented. To better understand how you are a 'master', it would be nice to actually see the mastery at work." - NPS 3
History of the brand (21%)
"History and background was all surface level" - NPS 0
What makes this product unique (19%)
"We didn't need to just know how the product was made. We really wanted to know what made your brand unique." - NPS 6
A recurring complaint: the tour felt more like a commercial than an education.
"It was an OK experience. I'm not sure that I learned much. It was more of a 30 minute commercial for your brand that I paid for." - NPS 5
What Top Experiences Do Differently
Top-tier experiences rarely fail here - they deliver deep, informative content. And they deliver it in more compelling ways:
They explain the WHY, not just the WHAT
"Information on each stage of the process was clear and gave an in-depth view of why they decided on that path." - NPS 10
They make facts come alive through storytelling
"Helen takes you around telling stories and anecdotes behind the production, the people, and history. It was really a great time." - NPS 10
They teach something new, even to repeat visitors
"This was our 3rd tour of the facility and we have learned something new on each tour." - NPS 10
They make complexity accessible
"The tour was in depth and worth the trip up, but easy enough for someone with little to no knowledge of production to follow." - NPS 10
The Takeaway
Shallow content is the largest driver of detractors - and the gap between top and bottom-tier experiences is the widest of any factor (12% vs 62% complaint rate). Visitors come to learn. When they leave feeling like they watched a commercial or could have gotten the same information from a website, they become detractors.
Top experiences rarely fail here. The best ones deliver content in ways that create memorable connections with customers - explaining the why, and bringing the facts alive with stories.
2. Hands-off Experiences
17% of negative risk | -1.7 NPS points
"Too generic. Everything behind glass. Not enough interaction." - NPS 5
The second largest driver of negative feedback is customers feeling like they didn't get an interactive, hands-on experience. They expected to experience the product up close, but instead watched videos, looked through windows, or toured empty rooms.
What Went Wrong
Sterile Tour (30%)
"This is not a reflection of the tour guide, it's just a boring tour. I have been to other tours that were much better. They had more historic things to see, and we actually were exposed to the sounds and smells of the brewery." - NPS 3
Production Closed (20%)
"I brought my granddaughter to see them in process. Had I known the machines were shut down I would have booked a different day." - NPS 5
Not hands-on (18%)
"It was not hands-on as described. I was led to believe there were going to be interactive elements you couldn't get in any other tour." - NPS 2
Some of these issues can be solved by better tour design. But not always - safety restrictions and production schedules are real constraints.
Top-tier experiences face the exact same limitations. Why don’t they get the same complaints?
What Top Experiences Do Differently
Top-tier experiences have the same safety restrictions, the same insurance requirements, and silent seasons. But they receive 2x fewer complaints about hands-off experiences.
The difference: they build alternatives and set clear expectations.
They build alternatives that don't depend on production
Sensory engagement (smelling, touching, tasting the ingredients)
"Since it was a holiday, the operation wasn't running. Still we were able to cover the process fully, smell the casks, taste the grains, etc. Darren was amazing explaining everything well." - NPS 10
DIY activities (bottle dipping, waxing, filling, making, blending)
"Being able to dip bottles with my name etched on them was nothing short of magical." - NPS 10
Exclusive access (behind-the-scenes tours, warehouse walks)
"From there, we ventured deep into the distillery and beyond: barrel thieving in the rickhouse, cellar pours, a peek into the innovation warehouse, and a serene moment in the middle of the wheat field itself." - NPS 10
They set clear expectations upfront
"We had a great tour and Meghan was amazing explaining everything well adding her sense of humour. Since it was a weekend, we knew the operation wasn't running. Still we were able to cover the process, touch the grains, and smell the casks." - NPS 10
Compare this to a lower-tier response to a similar situation:
"Upon arrival it became clear that the distillery was not in full production. This was not made clear to us when booking. Had we known this we may not have gone through with the tour." - NPS 6
The Takeaway
Visitors expect an experience, and that includes hands-on and participatory activities. They come to get up close and personal. When the brand keeps them at a distance, they become detractors. Especially when they arrived with different expectations.
Restrictions are sometimes unavoidable - production lines close, machines need maintenance, regulations apply. Top experiences plan for this by building interactive, sensory activities that don’t depend on production: smelling and touching the ingredients, learning a new skill, creating something new, going behind-the-scenes. They also set clear expectations upfront so visitors know what they are getting.
Visitors came for an experience, not a viewing. Top experiences deliver one.
3. Tour Felt Rushed
9% of negative risk | -0.9 NPS points
"We felt rushed through the tour. We wanted to go back for photos but it was chained off. The tasting was also too rushed. We didn't get to really savor the tasting. As a result we didn't know what to buy. So we just decided not to buy anything." - NPS 6
The Myth: Shorter Tours Feel More Rushed
We analyzed whether tour length correlates with pacing complaints. It doesn’t.
The highest pacing complaint rate comes from 61-90 minute tours, not short ones. Top-tier experiences receive zero pacing complaints on 30-minute tours. Bottom-tier experiences get complaints at all durations.
Pacing is about execution, not design.
What Actually Goes Wrong
The feedback reveals this is almost entirely about guide behavior, and how they manage time.
Rushed delivery (36%)
"Tour guide seemed in a hurry. Just going through the motions." - NPS 6
Speaking too fast (28%)
"Drake talked very fast. Too fast and that felt rushed." - NPS 8
Tasting rushed (13%)
"The tasting was very rushed... My friend and I barely touched our tastings before the guide kicked us out." - NPS 5
End-of-day rush (7%)
"I felt all was in a rush because everyone wanted to be out by 5. We had the last tour and the factory was shutting down and the drinks had to be rushed." - NPS 6
What Top Guides Do Differently
Top-tier feedback uses "never rushed" at 3.5x the rate of bottom-tier, and "took time" at 1.7x the rate, regardless of tour length.
How do top guides manage a tour without feeling rushed?
They check in before moving on
"Our tour guide David was excellent in not only answering any questions my group had, but made sure to check if we did before moving on each section of the tour." - NPS 10
They make room for photos and pauses
"Christopher was a fantastic tour guide, so knowledgeable, personable, kept it going and on time but was also very gracious with questions and letting us stop to take pictures." - NPS 10
They leave room for questions and conversations
"He took the time to make sure we understood the answers and left plenty of conversational room for interesting dialogue." - NPS 10
"Everything was incredible... The tour was very well done, never rushed, every question I had was answered, sometimes before I knew I had it." - NPS 10
They wait for the whole group
"She was not only knowledgeable but also personable. She managed communicating with a large group with clarity…understanding that we all needed to be near her to hear. No one had to play catch up." - NPS 10
Compare to lower-tier:
"The tour guide was like running from one stop to the next and several people couldn't keep up with him and he was just leaving them behind." - NPS 5
The Takeaway
Pacing complaints are about guide behavior, not tour length. In fact, the highest complaint rate is on 61-90 minute tours, not 30-minute ones.
Top guides check in before moving on, make room for photos, leave space for questions, and wait for the whole group.
These behaviors make visitors feel like they have time to enjoy the experience - and they’re the difference between a promoter and a detractor.
4. Audibility Issues
8% of negative risk | -0.8 NPS points
"Tom was very nice but only gave a 6 because his tour was not as inclusive for my dad as I would have liked. My dad is older, doesn't hear as well. Tom spoke very softly so it was very hard for my dad to hear." - NPS 6
Guides have the greatest impact on visitor NPS - so when visitors can't hear them, they become detractors. Lower-tier experiences have audibility complaints at twice the rate of top-tier ones (63% vs 30%).
What Causes Audibility Issues?
Audibility complaints cluster into four categories - and often overlap:
Guide delivery (40%)
The most common complaints are about how the guide communicates: language articulation (40%), voice projection (35%), speaking too fast (25%)
"I could not understand the tour guide. I did not understand most of what was said as it was very mumbled, which was also the sentiments of our whole group/family." - NPS 5
Many articulation complaints come from international visitors who understand English but struggle when guides speak quickly or use technical vocabulary.
"The tasting experience was great, but a bit upset that he didn't spend time to speak English slowly, knowing that we were 4 French people out of 8." - NPS 8
Environmental factors (25%)
Facilities can be noisy and have poor acoustics. Complaints cluster around: machinery noise (40%), room acoustics (35%), and overlap with other tour groups (15%).
"Our guide couldn't really be heard above the machinery, and after our experience on arrival it made the whole experience deeply suboptimal." - NPS 0
"The pitch of her voice is EXACTLY WRONG for the echo-y rooms where the introduction and tastings occur. These rooms have ZERO damping and obscure half of what she says." - NPS 0
Equipment failures (20%)
"When there was amplified sound, the speakers were so distorted that we couldn't understand what the guide was saying." - NPS 2
"Our guide had the band around her neck with the microphone in front. Consequently, every time she moved her head, level and clarity dropped precipitously." - NPS 0
Group Size (15%)
"It was impossible to hear the speaker based on the quantity of people in the tour." - NPS 0
What Top Experiences Do Differently
Guides project and articulate
"Forrest was an astounding guide. He spoke clearly, loudly, and kept the information flowing even while having to serve two dozen samples at a time." - NPS 10
They use audio equipment proactively
"Enjoyed seeing the next gen approach. The use of the headphones was a great idea." - NPS 10
Guides adapt to audience language proficiency
"Our guide, Richard, explained everything very clearly and understandably. His pronunciation was very clear, so we, as non-English speakers, understood everything well." - NPS 10
The Takeaway
The top two drivers of differentiation - guide expertise and enthusiasm - depend on the guide being heard. When their message can’t be delivered, not only do you decrease brand conversion - you create detractors.
Audibility issues stem from multiple sources: the guide, the facility, the equipment, group size. Top experiences proactively address these by training guides to project, designing tours around room acoustics, investing in microphones, and scheduling tours that don’t overlap.
Monitoring feedback regularly can also help - audibility issues often go unnoticed until they surface in feedback.
5. Limited Tasting Selection
7% of negative risk | -0.7 NPS points
"The selections on tap were both limited and expected - it was all the low hanging, mass produced options. It wasn't a 'tasting'. Nothing new, small batch or even beta versions were offered." - NPS 3
Visitors come expecting to taste something they can't get elsewhere. When the tasting feels like something they could replicate at home, they become detractors.
This factor is related to the Invest factor Product Perception, but works differently. Product Perception is about how guides frame the tasting; it creates promoters. Limited Tasting Selection is about what you offer; it creates detractors when reality doesn’t meet expectations.
The tier gap is significant. Top-tier experiences have a 5% complaint rate on variety. Bottom-tier: 31%.
What Visitors Complain About
Nothing special (40%)
"3 of these are readily available at any local store. Visiting from Texas, I at least hoped to taste something exclusive." - NPS 2
Not enough variety (32%)
"The tasting samples were very small and there was just one available choice." - NPS 6
No choice offered (12%)
"We had a designated driver in our group and there was not much for them besides some water and a little chocolate. A mocktail would have been a nice touch." - NPS 4
What Top Experiences Do Differently
They include products visitors can't get elsewhere
"I appreciate the tour including specialty products that aren't generally offered in stores." - NPS 10
They let visitors choose, and offer multiple options
"The ability to choose 4 different products to try was great - it allowed everyone to tailor it to their particular tastes and try something new." - NPS 9
They exceed expectations
"We tasted way more than the expected selections! Found another bottle that we wouldn't have known about!" - NPS 10
The Takeaway
Visitors expect the tasting to justify the trip. When they could have the same experience at home, it doesn’t. The tier gap is stark: 5% complaint rate on top-tier experiences vs. 31% on bottom-tier.
Top experiences offer what visitors can’t get elsewhere, give them options, and often exceed expectations. Product Perception - the INVEST factor - drives differentiation through how guides frame the tasting. But without the right product selection, the differentiation never happens. You create detractors instead of promoters.
TAILOR: Adapt to your audience
Factors that vary in importance by audience segment. They don’t replace INVEST and AVOID factors - they amplify them for certain groups.
The factors outlined in the Invest and Avoid sections are universal - they matter to every visitor. Certain factors, however, matter even more to specific audiences. These don’t replace the other priorities, they add nuance.
Most of the factors in this section overlap with ones already discussed above. There are a few new ones that matter to certain segments: venue aesthetics for occasional customers, merchandise availability and crowd size for loyal customers. But the majority are about amplification, not substitution.
The primary message: focus on Invest and Avoid factors. They work across every segment. This section helps you understand where to add emphasis - not where to change strategy.
By Purchase Behavior
We captured every visitor’s brand purchase behavior prior to their experience. Each stage in the brand journey brings different priorities.
The Customer Journey
New Customers: The Guide Is the Brand
New customers - those who have never purchased your product - are deciding whether they like your brand. The guide is their primary window into that decision. Guide Expertise and Guide Enthusiasm have an outsized impact on this segment. So does content depth - they came to learn about the brand, and Shallow Content turns them off.
"The tour guide Jackson was so incredibly knowledgeable and his passion for the process was amazing to watch and learn from! He is going to be the reason I bring my whole entire family here again! Will be buying your product now wherever I go because of Jackson's passion!!" - New customer, NPS 10
Occasional Customers: Grounds Signal Quality
The factors that matter to occasional customers don’t differ significantly from universal factors, with one exception: Venue Aesthetics (+1.1 vs. average). Beautiful grounds signal to them that the brand is worth their commitment.
This is the only segment where aesthetics moves the needle.
"I was extremely surprised at how beautiful your grounds were... I can't wait to start buying and I think this visit is what tipped me over the edge." - Occasional customer, NPS 10
Loyal Customers: Failures Feel Like Betrayal
Loyal customers already love your brand. They're not evaluating - they're expecting. Operational failures make them feel like the brand let them down. Failures on Guide Audibility, Crowd Size, and Merchandise Availability affect them most.
"Bill, the tour guide was very nice but we were unable to understand 90% of what he was saying. This is my husband's favorite whiskey but this experience was terrible. He was very disappointed and didn't purchase anything in the gift shop after because he just wanted to leave." - Loyal customer, NPS 0
Purchase Behavior Variance Summary
The table shows how much a factor impacts NPS overall (regardless of experience tier) and how much each purchase behavior segment deviates from the overall impact. Higher numbers indicate a bigger gap from average, with green highlighting the largest deviation.
By Age Generation
Each generation brings different expectations shaped by their relationship with products and brands.
Gen Z (21-28): Learning and New Experiences
Gen Z wants substantive, hands-on experiences. They care deeply about actually learning something, and will punish Shallow Content the most.
"It was such an awesome experience! The tour with Josh was amazing and he explained things so well and so in depth. I never would have known half of the things I learned without the tour!" - Gen Z, NPS 10
Millennials (29-44): The Guide Makes the Experience
Great guides have the largest positive impact on Millennials. Guide Expertise and Guide Enthusiasm over-index for this generation more than any other.
"Chet gave us more information than I've ever received from a tour. Very knowledgeable, took his time, and could tell he is passionate about the brand. I learned so many new things about the brand, and this experience alone will cause me to reach for your product more often." - Millennial, NPS 10
Gen X (45-60): The Baseline
Gen X tracks closest to overall averages across nearly every factor. They have no outlier preferences - the universal INVEST and AVOID factors apply.
Boomers (61+): They Need to Hear You
Among all segments, Boomers are most affected by Audibility Issues. When they can’t hear the guide, they become detractors at a disproportionately higher rate.
"Very hard to hear and understand tour guide. Amplification system was awful." - Boomer, NPS 6
Generational Variance Summary
The table shows how much a factor impacts NPS overall (regardless of experience tier) and how much each generation deviates from the overall impact. Higher numbers indicate a bigger gap from average, with green highlighting the largest deviation.
By Gender
Gender shows minimal variance across factors. The one exception: women reward entertaining content 2.5x more than men (+1.99 vs +0.78 impact).
Otherwise, what works for one gender works for the other.
Conclusion: What Actually Creates Loyalty
Across 126,425 visitors and 3,376 experiences, the pattern is clear: top-tier experiences invest in people, and eliminate the mistakes that create detractors.
Great guides are the difference. Their expertise, enthusiasm, and ability to weave compelling brand narratives turn a visit into a relationship. Thoughtful framing teaches visitors to appreciate the product, long after they leave. And warm, consistent staff interactions make visitors feel like they belong.
At the same time, nearly two-thirds of the NPS gap between top and bottom experiences comes from avoidable failures: shallow content, hands-off tours, rushed pacing, poor audibility, and tastings that don’t feel special. Visitors rarely praise brands for getting these right, but they become detractors when they fail.
The implication is encouraging. None of the factors that separate the best experiences require expensive facilities, premium products, or higher prices. They are about people and process.
Brands that invest in their people and eliminate the most costly mistakes convert more first-time visitors, deepen existing relationships, and build loyalty that lasts.
Find out which factors drive your own business