TL;DR: NPS and customer satisfaction benchmarks statistics in 2026
Most founders think they are doing fine when they are only average.
NPS and customer satisfaction benchmarks statistics in 2026 show that the all-industry average NPS is 32, while Amazon hits 73, which means a positive score is not enough if you want real word-of-mouth growth. B2C also beats B2B 49 to 38, and e-commerce sits near 45, showing that buyer expectations keep rising.
- A good NPS is 30+, excellent is 50+, and 70+ is world-class.
- NPS measures recommendation intent, while CSAT and CES help you spot service or effort problems; this guide pairs well with a short read on NPS vs CSAT vs CES.
- If you run a startup, freelance business, or small team, the payoff is simple: benchmark by industry, tag detractor comments by cause, and fix one high-friction step before spending more on acquisition. You can also compare this with a practical retention metrics guide if you want a fuller view of what to track next.
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NPS and customer satisfaction benchmarks statistics in 2026 tell a blunt story: the ALL-INDUSTRY AVERAGE NPS IS 32, while brands like AMAZON REACH 73. I am Violetta Bonenkamp, also known as Mean CEO, and I read that gap the way a founder should read any hard number: as a signal of who built a business people tolerate versus a business people actively recommend. For bootstrapped founders, EU startups, freelancers, and small business owners, that spread matters because referral energy can reduce paid acquisition pressure, protect cash, and expose operational weaknesses before they turn into churn.
“A score above 30 is good, above 50 is excellent, and 70 or higher is world-class.” That single benchmark line captures the mood of 2026 better than most glossy CX decks. Many founders still confuse satisfaction with loyalty, and they also confuse vanity survey collection with actual market love. Here is why this matters right now: buyers are less patient, support expectations are higher, and smaller companies cannot afford invisible service friction.
How were these NPS and customer satisfaction benchmark statistics selected?
This article combines numbers from recent 2026 benchmark publications and benchmark summaries, including industry reporting cited by 2026 NPS benchmark analysis from Retently, company and industry comparisons from 2026 NPS scores by industry from Sybill, benchmark interpretation from updated 2026 NPS benchmarks and trends from Merren CX, and benchmark summaries from 2026 net promoter score statistics from Ringly. I also used contextual reporting on B2B service sentiment from customer experience statistics for 2026 from ClearlyRated and industry benchmark references from 2026 NPS benchmarks by industry for customer success teams.
The time frame is mainly 2025 to 2026. Most figures are global or heavily US-weighted, and I call that out because European founders often copy US benchmark language without adjusting for market size, language fragmentation, and support expectations across countries. Statistics are directional, not promises. Your business model, price point, category, and survey timing can push your score up or down very fast.
Also, let’s define terms clearly. NPS, or Net Promoter Score, measures recommendation intent on a scale from -100 to +100. It is not the same as CSAT, which usually measures satisfaction with a specific interaction and is often shown as a percentage. Founders who mix those two metrics usually end up fixing the wrong thing.
What are the headline NPS and customer satisfaction benchmark statistics founders should know in 2026?
- ALL-INDUSTRY AVERAGE NPS: 32. Founder takeaway: if your score is near 30, you are not a legend. You are roughly near the broad market center, and that means there is room to improve before bragging.
- GOOD NPS: ABOVE 30. Founder takeaway: crossing 30 is a healthy sign, but it should trigger diagnosis and not self-congratulation.
- EXCELLENT NPS: ABOVE 50. Founder takeaway: if you are above 50, your operation likely removes friction well, not just markets well.
- WORLD-CLASS NPS: 70 OR HIGHER. Founder takeaway: very few companies live here consistently, and they usually earn it through product reliability, support speed, and trust.
- E-COMMERCE AVERAGE NPS: 45. Founder takeaway: online buyers reward convenience fast, and they punish delivery or returns friction just as fast.
- B2C AVERAGE NPS: 49 VS B2B AVERAGE NPS: 38. Founder takeaway: if you sell to businesses, do not benchmark yourself against the emotional simplicity of consumer brands.
- TOP 25% OF COMPANIES SCORE 72 OR HIGHER. Founder takeaway: top-quartile recommendation energy is a growth asset, especially when paid channels get expensive.
- BOTTOM 25% SCORE 0 OR LOWER. Founder takeaway: if your score is negative, your detractors outnumber promoters, and the market is warning you loudly.
- AMAZON SCORES 73. Founder takeaway: buyers reward predictable delivery, low-friction returns, and trust in the post-purchase moment.
- ONLY 31% OF EXECUTIVES STRONGLY AGREE THAT THEIR CUSTOMERS ARE SATISFIED MOST OF THE TIME, WHILE ONLY 25% OF CUSTOMERS SAID THEY WERE VERY SATISFIED WITH THEIR MOST RECENT SERVICE INTERACTION. Founder takeaway: executive perception and lived buyer reality are often badly misaligned.
If you are bootstrapping, each of those numbers should shape cash decisions. If referrals are weak, acquisition gets more expensive. If detractors pile up, your team spends more time apologizing than selling. And if you are a solo founder, a low score often means your process has become too founder-dependent.
What does a good NPS score really mean in 2026?
Let’s break it down. A lot of online content still says that any positive NPS is good because it means you have more promoters than detractors. That is technically true and strategically lazy. In 2026, the more useful founder reading is this:
- 0 to 19: acceptable, but fragile
- 20 to 29: good, with visible room for repair
- 30 to 49: strong or great by many benchmark sets
- 50 to 69: excellent
- 70+: world-class
My founder view is simple. A positive score means survival. A 30+ score means market proof. A 50+ score means your business model is buying itself some breathing room. That distinction matters for cash-poor startups. I have built ventures across deeptech, edtech, and founder tooling, and one pattern repeats: founders love collecting praise while ignoring complaint patterns that kill renewals, referrals, and upsells.
In Europe, the benchmark question gets trickier because categories behave differently across countries, languages, and service norms. Dutch buyers, German buyers, Nordic buyers, and Southern European buyers may answer recommendation questions with different levels of cultural generosity. So use global benchmark ranges as a map, not as religion.
What founders should do in the next 90 days
- Tag every detractor response by cause: delivery, support delay, pricing mismatch, broken expectation, poor onboarding, or product defect.
- Separate relationship NPS from transaction-level CSAT so you stop mixing loyalty with one-off service emotions.
- Compare your score against your category first, and only then against global all-industry averages.
How wide is the gap between average brands and top performers?
The gap is brutal. The ALL-INDUSTRY AVERAGE IS 32. AMAZON IS AT 73. COSTCO SITS AROUND 79 in some benchmark references. APPLE LANDS ROUGHLY IN THE HIGH 60s TO LOW 70s. This is not a cosmetic difference. It is a structural difference in how these companies remove post-purchase anxiety.
That is where many founders get seduced by product mythology. They assume top scores come from being loved as a brand. Sometimes yes, but often the answer is less romantic: faster delivery, fewer surprises, easier returns, and less effort to get help. Buyers do not worship friction. They escape from it.
I have a strong bias here. Through CADChain and Fe/male Switch, I have spent years building systems where hard things must feel usable by non-experts. My operating rule is that protection, compliance, and process discipline should be almost invisible inside the workflow. The same logic applies to NPS. People recommend businesses that make the right behavior easy. They punish businesses that outsource their internal mess to the customer.
Why this matters more for bootstrapped founders
VC-backed companies can sometimes buy time with ad spend, discounts, and headcount. Bootstrapped founders cannot. If your recommendation engine is weak, your cost of acquiring the next customer rises while your tolerance for mistakes falls. This is why I tell founders, especially women founders with less access to external capital, that they do not need more hype. They need better service architecture and cleaner customer communication.
What founders should do in the next 90 days
- Audit your top 10 complaint moments after purchase and rank them by frequency.
- Fix one high-volume friction point before launching another campaign.
- Track referral rate and repeat purchase next to NPS so you see whether recommendation intent turns into money.
Which industries have stronger NPS benchmarks in 2026?
Industry context changes everything. Recent 2026 benchmark reporting suggests these rough ranges:
- SaaS: about 30 to 40
- B2B Software and SaaS: around 30
- Technology: around 39
- Cloud and Hosting: around 45
- E-commerce: about 45 to 55, with some summaries placing the average at 45
- Healthcare: about 38 to 58
- Financial Services: about 35 to 45 in some benchmark sets, while some B2B benchmark summaries place top financial services much higher
- Consumer Electronics: about 50 to 65
- Consulting: around the low 60s to high 60s in some reports
- Digital Marketing: around the high 50s in benchmark references
Read those numbers carefully. They do NOT mean SaaS founders are failing while consulting founders are superior humans. They often mean the product journey is harder, the setup burden is heavier, the buying committee is larger, and the time to value is longer. B2B software lives inside training gaps, switching costs, messy data, and internal politics. That drags scores down.
This is why I get suspicious when early-stage SaaS startups expect consumer-grade love from enterprise users after shipping a confusing product with weak documentation. If setup feels like homework, your NPS will remind you.
What founders should do in the next 90 days
- Benchmark against your exact business model, not a random admired brand from another category.
- If you sell B2B software, measure time to first value and handoff quality, because they often explain a low score better than feature count.
- If you sell e-commerce, measure returns friction, delivery trust, and support reachability before redesigning your homepage.
Why do B2C companies usually score higher than B2B companies?
One 2026 benchmark summary puts B2C AVERAGE NPS AT 49 and B2B AT 38. That 11-POINT GAP is one of the clearest signals in the market. Consumer experiences are often simpler. The buyer gets the item, uses the item, and forms an opinion fast. In B2B, one person buys, another uses, another approves budget, and another complains about setup.
Also, B2B buyers often evaluate risk more harshly. If your software breaks, they may look incompetent in front of their team. If your dashboard is confusing, they lose time at work. If your support response is vague, they cannot hide the problem. Recommendation intent gets lower when personal or career risk feels higher.
From my European founder point of view, there is another layer. EU-based B2B startups often operate across more languages, smaller fragmented markets, and stricter procurement or compliance expectations. That creates more room for friction. A US founder with one large language market may hit smoother scale earlier. A European founder may need to earn recommendation in a messier operating context.
What this means for solo founders and small teams
If you are doing sales, support, and product yourself, B2B dissatisfaction can become invisible because your calendar hides the pattern. You think clients want more features. They may actually want faster setup, cleaner communication, and fewer moments of uncertainty.
What founders should do in the next 90 days
- For B2B, survey three moments separately: after onboarding, after first result, and after 90 days.
- Ask one open follow-up question after the NPS score so you can classify the emotional reason behind the number.
- Document the top five phrases detractors use. That wording usually exposes positioning problems and expectation gaps.
What do NPS and customer satisfaction benchmark statistics say about e-commerce in 2026?
E-COMMERCE AVERAGES 45, which puts it above the all-industry average. Some reporting also shows a huge spread between leaders and laggards, with top-quartile e-commerce stores at 72 or higher and the bottom quartile at 18 or lower. That spread should terrify every founder who thinks all online stores compete on ads alone.
The winners often dominate the dull stuff. Delivery reliability. Returns. Clear policies. Reachable support. Post-purchase confidence. The loser pattern is also boring and predictable: hidden policies, support dead ends, chat-only walls, delayed refunds, and poor order communication.
There is a hard founder lesson here. If your business relies on repeat orders, service friction is not a support issue. It is a margin issue. In my work, I often say that systems should produce the right behavior without forcing users to become experts. Buyers should not need detective skills to return a product or understand where an order is.
What founders should do in the next 90 days
- Measure refund speed and returns completion rate next to NPS.
- Put support contact details where buyers can actually find them.
- Review every post-purchase email and remove ambiguity, because ambiguity creates detractors faster than most founders admit.
Are executives overestimating customer satisfaction in 2026?
Yes, and the gap is ugly. One 2026 summary reports that only 31% OF EXECUTIVES strongly agree their customers are satisfied most of the time, while only 25% OF CUSTOMERS said they were very satisfied with their most recent service interaction. Even in the boardroom-friendly version of reality, confidence looks weak.
This matters because founders often inherit the same bias on a smaller scale. They hear praise from loyal buyers and undercount silence, drop-off, and unresolved frustration. If you only talk to your warmest users, your score may lag the real sentiment shift by months.
As someone who builds educational systems and startup tooling, I care a lot about behavior, not self-image. Safe theory rarely changes founder behavior. The same applies here. A survey dashboard is useless if it does not trigger uncomfortable action. Education must be experiential and slightly uncomfortable. So should CX review.
What founders should do in the next 90 days
- Listen to five support calls or read 50 raw support tickets yourself.
- Compare what your team thinks the top complaint is versus what detractor comments actually say.
- Set one rule: every NPS review meeting must end with one process change, not just one chart.
How should founders interpret NPS versus CSAT and CES?
Founders often throw three metrics into one bucket: NPS, CSAT, and CES. They measure different things. NPS tracks recommendation intent and long-term brand sentiment. CSAT tracks satisfaction with a single interaction or transaction. CES, or Customer Effort Score, measures how hard it was for the buyer to get something done.
These differences matter. You can have decent CSAT after a support call and still have weak NPS because the product keeps causing the same problem. You can also have a good product and poor CSAT because support response times are slow. CES is often the hidden killer. If buyers have to work too hard, recommendation intent drops even when the final outcome is acceptable.
My blunt advice is this: if you are early-stage, do not worship one score. Build a small metric trio. NPS tells you whether people would advocate. CSAT tells you whether the interaction felt okay. CES tells you whether your process is annoyingly heavy.
- Use NPS quarterly or after a meaningful relationship period.
- Use CSAT after support, onboarding, delivery, or training moments.
- Use CES when buyers must complete tasks like setup, cancellation, returns, or account changes.
This metric trio is especially useful for startups with no room for guesswork. When cash is tight, you need to know whether the problem is perception, one bad interaction, or process burden.
What are the most quotable insights and predictions for 2027?
Here are my founder predictions, grounded in the 2026 benchmark patterns.
“By 2027, bootstrapped EU startups with NPS ABOVE 40 and a documented detractor-recovery process will outperform louder competitors in referrals, because trust compounds when ad budgets do not.”
“By 2027, B2B SaaS founders who measure time-to-first-value next to NPS will spot churn earlier than teams that track feature requests alone.”
“By 2027, e-commerce brands below NPS 30 will find paid acquisition harder to justify, because post-purchase friction will eat repeat purchase faster than discounts can save it.”
“By 2027, women-led startups that build referral systems around trust, clarity, and community proof will beat underfunded spray-and-pray acquisition tactics.”
“By 2027, the small teams that win will not be the teams with the prettiest dashboards. They will be the teams that turn detractor comments into product and process changes within 30 days.”
That last point matters to me personally. I build around the idea that small teams can behave like larger ones if they convert signals into action fast. Founders should treat feedback as a game board, not as decoration.
Where is the data inconsistent or under-researched?
This topic has real data gaps, and honest articles should admit that.
- Benchmark ranges vary by source. One source may call 30 good, another may call any positive score good, and another may use 50 as the line for strong performance.
- Some reports are pooled across industries, while others split B2B and B2C. That can change interpretation fast.
- Geography is often blurry. Many benchmark sets are global or US-heavy, yet they get repeated as if they were universal.
- Women-led startup segmentation is weak. There is still too little public benchmark data showing whether NPS patterns differ by founder gender, funding access, or support team size.
- Bootstrapped versus VC-backed segmentation is often missing. That matters because the service architecture, staffing model, and margin pressure can be very different.
- Solo founder journeys are under-documented. Most benchmark discussion assumes teams with dedicated support or customer success roles.
For EU founders, there is another blind spot. Regulations, labor norms, multilingual support demands, and delivery expectations vary across member states. A benchmark from one large English-speaking market can distort expectations for a founder selling across smaller European segments.
I care about these gaps because I have worked across Europe in multilingual, cross-border, interdisciplinary contexts. Reality gets messy fast. That is why I prefer contextual playbooks over startup folklore. Founders need systems, not slogans.
How can bootstrapped startups, women-led startups, solopreneurs, and EU founders use these numbers?
Bootstrapped startups
If the average NPS is 32 and excellent starts above 50, your target should be process repair before ad expansion. Bootstrapped companies do not have the luxury of buying over weak recommendation energy for long.
- Prioritize channels that benefit from trust, such as email, content, referrals, and founder-led sales.
- Map detractor themes to money leaks like refunds, churn, delays, and extra support load.
- Review whether your next euro should go to acquisition or to fixing the step that creates repeat complaints.
Women-led startups
I say this often: women do not need more inspiration; they need infrastructure. If external capital is harder to get, then recommendation and trust become even more important. NPS is useful here when it helps you build proof loops, not when it becomes another vanity badge.
- Turn promoter comments into testimonials, case studies, and referral asks.
- Build a lightweight follow-up system for warm advocates instead of waiting for luck.
- Use customer language from promoters and detractors to sharpen positioning and reduce misunderstood offers.
Solopreneurs
If you are a one-person business, low scores usually point to process burden and communication gaps, not to your worth as a founder. You need fewer manual steps, clearer expectations, and less invisible labor.
- Automate follow-up surveys after delivery or onboarding.
- Create a weekly 30-minute review ritual for all negative comments.
- Fix repeat confusion with templates, FAQ blocks, and clearer client instructions.
EU startups
European founders should benchmark with caution. Cross-border support, language variance, and country-specific expectations can distort raw comparisons with US-heavy reports. Still, the directional lesson holds: low effort, clear communication, and trust after purchase lift recommendation intent.
- Segment NPS by country or language if you sell across Europe.
- Check whether low-scoring segments correlate with shipping speed, support hours, or translation quality.
- Use grants, incubators, and public support programs to fund process improvement, not just product development.
What mistakes should founders avoid when using NPS and customer satisfaction statistics?
- Do not compare yourself to Amazon if your category has built-in friction. Compare within your industry first.
- Do not run surveys and ignore comments. The comments explain the number.
- Do not survey at the wrong moment. Asking too early or too late distorts the signal.
- Do not bribe people into high scores. That poisons your data.
- Do not worship averages. Distribution matters. A score can hide polarized sentiment.
- Do not treat NPS as a support metric only. Product, promise, pricing, and delivery all shape the result.
- Do not copy US assumptions blindly into Europe. Context changes response patterns and service expectations.
The biggest mistake of all is using the survey as theater. Founders ask buyers to rate them, feel briefly anxious, and then change nothing. That behavior deserves the bad score it gets.
What practical checklist can founders use right now?
Next steps. Keep this simple and uncomfortable enough to matter.
- Pick ONE benchmark from this article that challenges your current belief. Example: 32 is average, not amazing.
- Write down your current NPS, CSAT, or repeat purchase rate.
- Read your last 20 negative comments and classify them into themes.
- Choose one process fix you can make in the next two weeks.
- Track the effect for 90 DAYS.
- Review whether the change improved recommendation intent, satisfaction, or effort reduction.
- Repeat quarterly.
A simple founder framework
- Observe: gather your NPS, CSAT, CES, and repeat complaint patterns.
- Interpret: decide whether the issue is loyalty, one interaction, or buyer effort.
- Act: fix one friction point with the highest complaint volume.
- Adapt: compare scores again after 90 days and keep what changes behavior.
If you want the short version, here it is. In 2026, a GOOD NPS IS ABOVE 30, EXCELLENT IS ABOVE 50, and WORLD-CLASS IS 70+. The ALL-INDUSTRY AVERAGE IS 32, E-COMMERCE SITS AROUND 45, and top brands like AMAZON REACH 73. Those numbers are not trivia. They are a warning and an opportunity. If people are not recommending you, the market is telling you where your system is still making customers work too hard.
People Also Ask:
What is the NPS score used to measure?
Net Promoter Score, or NPS, measures how likely people are to recommend a company, product, or service to others. It is mainly used as a sign of brand advocacy and repeat-business potential, rather than a full measure of every part of the customer experience.
What is a good benchmark for NPS?
A good NPS benchmark depends on the industry, audience, and company size. Many benchmark reports place the overall average around 32, while scores of 50 or more are often seen as very strong, and 70+ is usually considered exceptional.
Is 70% NPS good?
Yes, an NPS of 70 is widely viewed as excellent. Most companies never reach that level, and benchmark data often places scores in the 70s among top-performing brands rather than average performers.
How is NPS different from customer satisfaction?
NPS focuses on recommendation intent, while customer satisfaction measures how happy someone was with a product, service, or interaction. A company can have good satisfaction scores but a lower NPS if people are satisfied yet not enthusiastic enough to recommend it.
What is the average NPS score?
Average NPS scores differ by source, though several benchmark pages in the search results cite an overall average near 32. Industry averages can be much lower or higher, so the best comparison is against companies in the same sector.
What industries tend to have the highest NPS scores?
Benchmark reports often show hospitality, banking, credit unions, automotive, and some consumer electronics brands among the stronger NPS categories. Even so, rankings change by study, sample size, and year.
What is Chick-fil-A’s NPS score?
Chick-fil-A is often mentioned as having one of the strongest NPS scores in fast food, though the exact number can change by report and year. The search results suggest people compare it as a high-performing brand rather than using one fixed public score everywhere.
How is NPS calculated?
NPS is calculated by asking customers to rate from 0 to 10 how likely they are to recommend a brand. Respondents who give 9 or 10 are promoters, 7 or 8 are passives, and 0 to 6 are detractors; the final score is the percentage of promoters minus the percentage of detractors.
Why do NPS benchmarks vary by industry?
NPS benchmarks vary because buyer expectations are not the same across industries. A score that is strong in healthcare, banking, or B2B software may look average in hospitality or retail, so context matters more than one universal number.
Is NPS enough by itself to judge business performance?
No, NPS should not be used alone. It is most useful when paired with other measures like CSAT, retention, churn, repeat purchase rate, and direct survey comments to show a fuller picture of how customers feel and behave.
FAQ on NPS and Customer Satisfaction Benchmarks Statistics in 2026
How often should startups measure NPS without causing survey fatigue?
Most early-stage teams should run relationship NPS quarterly and use CSAT or CES after key interactions like onboarding, support, or delivery. That keeps the signal useful without exhausting customers. Pair this with traffic and behavior tracking in Google Analytics for startups and review retention metrics that explain customer health.
What is the biggest mistake founders make when benchmarking NPS?
The biggest mistake is comparing a young startup to iconic consumer brands instead of category peers, customer segment, and journey stage. A “good NPS score for SaaS” differs from e-commerce or consulting. Use industry-specific NPS benchmarks and compare against average NPS by industry implications.
Can a company have high CSAT but still struggle with loyalty?
Yes. Customers may feel satisfied after a support interaction yet still hesitate to recommend the brand because the product, onboarding, or pricing creates recurring friction. That is why loyalty metrics and satisfaction metrics should be separated. Review how NPS, CSAT, and CES serve different jobs and which retention metrics to track together.
Which customer segments should founders analyze separately in NPS surveys?
Segment by plan type, acquisition channel, country, language, tenure, and lifecycle stage. This reveals hidden weak points that a single blended score can hide, especially for EU startups and multilingual products. For practical segmentation logic, see retention metrics by cohort for startups and NPS and CSAT benchmarks by industry.
How can NPS help reduce paid acquisition pressure?
A stronger NPS usually means more referrals, better reviews, lower churn, and higher repeat purchase intent, which lowers dependence on expensive ads over time. Founders should treat advocacy as a growth channel, not just a survey result. Tie this into the Bootstrapping Startup Playbook and study CX benchmarks linked to retention outcomes.
What should founders ask after the standard NPS question?
Add one open-ended follow-up like, “What is the main reason for your score?” This uncovers expectation gaps, broken workflows, and emotional triggers behind promoter or detractor behavior. The comments often matter more than the number itself. Use customer satisfaction metrics selection guidance and research on NPS and customer satisfaction relationships.
When is CES more useful than NPS for startup teams?
CES is more useful when customers must complete effort-heavy actions like setup, cancellation, returns, integrations, or account changes. If users say your product works but still feels exhausting, CES will expose it faster than NPS. Compare CSAT vs NPS for support operations with how NPS, CSAT, and CES should be combined.
How should e-commerce founders interpret a decent NPS with weak repeat purchase?
That usually means the brand experience is acceptable, but delivery trust, returns handling, pricing, or product-market fit may still be limiting reorder behavior. NPS alone is not enough; track repeat purchase, refund speed, and complaint themes together. Review e-commerce NPS statistics for 2026 alongside startup retention metrics that reveal repeat behavior.
Do top NPS brands succeed because of branding or operations?
Usually both, but operations often create the trust that branding later amplifies. Fast resolution, predictable fulfillment, low-friction returns, and empowered frontline teams repeatedly show up behind elite scores. Compare highest NPS brands and what drives their scores with 2026 company benchmark examples like Amazon and Costco.
What is a practical way to turn NPS feedback into action within 30 days?
Create a simple loop: tag responses by issue type, assign one owner, fix the highest-volume friction point, and re-check scores after the change. Speed matters more than dashboard polish. For founders operating across markets, use the European Startup Playbook and benchmark against 2026 customer experience statistics and executive blind spots.
