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How Tesla capitalizes on four components of great consumer experience
Tesla may have the edge over other automakers as they make the transition to autonomous vehicles, machine learning, and cloud-based engineering. That’s because Tesla doesn’t sacrifice the thrill of driving for the ease and entertainment of mobility technology.
A new study by Group XP indicates that automakers may be failing to maintain relevance as consumer expectations turn to constant influxes of fresh engagement moments. The report, which was produced by a partnership among Brand Union, FITCH, SET, and SET Live, explores innovations in design, connectivity, and service as the key imperatives that prompt success for mobility brands. The consulting group says that consumers today feel that their lives are defined by experiences, and now, more than ever in our consumer-driven society, people are as demanding of an experience as they are of a purchase.
Businesses that have responded to this shift in expectation are flourishing, and automakers who fail to produce a vehicle that helps consumers “completely re-imagine the process of how we get from A to B” may fall significantly behind in the industry. With cars projected to transform “from being single-serving modes of transport into hyper-customizable, seamless extensions of living space,” an automaker like Tesla has been well ahead of others with its all-electric car’s visual appeal, the company’s fervent fanbase, the records for performance and quality, and for technology innovations like the Autopilot function.
How does Tesla perform according to four components of great experience brands?
The Group XP Experience Index ranks what has been called the most important marketing metric going forward: Share of Experience. Let’s see how Tesla performs.
They must stand for something unique. Tesla has never been just a carmaker, and its broad business goals make it stand apart from other automakers. The company will “build the machines that build the machine” through Gigafactory 1 in Nevada. It is a company that also builds Supercharger networks, solar roofs, battery packs for residences and businesses, and maybe even tunnel boring. No other automaker has the extensive business outreach of Tesla.
Aerial photos of Gigafactory 1 from March, 2017 reveal newly completed sections
They must deliver on our most important needs. In our high tech and often stress-filled society, people crave reliability and simplicity alongside careful construction and design. Consumers want to turn to a company that has mastered faultless execution to become a default platform brand that inspires and returns trust. Tesla knows and respects the needs of its customers and creates relationships that are amazingly personal for such a huge company. Part of that relationship-building comes from delivering a product that is exceptional in the marketplace and assertively visionary. It also offers a car that retains the traditional desired elements of suspension, acceleration, and torque.
They must provide us with exemplary content. Tesla’s user interface revolutionized the way that drivers interact with an automobile. Instead of a traditional reliance on analog buttons and switches, Tesla has provided its customers with an incredibly different interior design. Their approach has had a disruptive influence on the auto industry. The 17″ center stack touchscreen, “Easter eggs” that spark curiosity, an operating system that gets frequent wireless updates, frequently upgraded Autopilot system: all provide Tesla customers with a level of content they’ve come to expect from their smartphones.
Tesla Easter Egg transforms the vehicle into the James Bond 007 Submarine
They must utilize a higher brand purpose to make all of our future lives better. The overarching purpose of Tesla has always been to “help expedite the move from a mine-and-burn hydrocarbon economy towards a solar electric economy” as a primary sustainable solution to the planet’s warming. A Tesla driver who travels less than 350 miles per week is “energy positive” with respect to personal transportation, actually putting more energy back into the system than is consumed in transportation. Tesla co-markets sustainable energy products from other companies along with their car. All of these and more create a company who business model exceeds profitability and will have a lasting impact on our world.
As transportation becomes less intrusive, some automotive brands risk innovating themselves out of the brand equity due to their inability to meet the four elements of shared experience that today’s customers expect. Tesla, instead of adapting a metal exterior to a series of tech applications, has integrated sustainability into performance and identity. It’s an equation that other automakers are hurrying to emulate.
Tesla has reached a notable benchmark in its autonomous driving program after its Robotaxi fleet surpassed one million miles of unsupervised operation. The company made the announcement during its Cybercab event in Austin on September 3.
Tesla Vice President of AI Ashok Elluswamy told attendees he was happy to report the fleet had achieved one million miles of unsupervised Robotaxi operation as a testament to safety.
The new total marked a sharp increase from the 380,000 unsupervised miles Tesla disclosed during its second-quarter 2026 earnings update in late July.
In roughly six weeks, the company added about 620,000 miles. That acceleration followed Tesla’s decision to remove in-vehicle safety monitors from most of its operations outside the San Francisco Bay Area.
Credit: Tesla
Tesla first launched Robotaxi service in Austin in June 2025 with safety drivers present. It later began fully unsupervised rides and expanded into Dallas, Houston, Miami, Orlando, and Tampa. The San Francisco Bay Area remains the exception, where a safety monitor still rides in the vehicle under California permitting rules.
The company has not released a city-by-city breakdown of the one million unsupervised miles.
The milestone arrived as Tesla began offering public Cybercab rides in Austin. The purpose-built vehicle has no steering wheel or pedals and is designed only for autonomous ride-hailing. Production versions joined the existing fleet of modified Tesla vehicles already operating in the service.
Tesla’s unsupervised mileage is growing at a double-digit weekly rate according to earlier company comments, yet its fleet size remains modest compared with established competitors. Waymo has accumulated more than 200 million fully autonomous rider-only miles. Tesla has described its own unsupervised operations as having recorded zero notable incidents in the period leading up to the July update.
The one-million-mile figure reflects Tesla’s shift from supervised testing to broader driverless service in multiple states. It also highlights the company’s strategy of using both existing Model Y vehicles and the new Cybercab to scale its network.
Credit: Tesla
Whether the rapid recent growth continues will depend on further city expansions, regulatory approvals, and the performance of the purpose-built Cybercab in everyday paid rides. Tesla has not specified how many of the latest miles involved the new vehicle versus the rest of the fleet.
The announcement underscores Tesla’s progress toward a larger robotaxi network while illustrating the remaining gap in total autonomous experience relative to longer-operating rivals.
Tesla AI lead Ashok Elluswamy said this week that 24-hour Robotaxi service is close. Replying on X to a rider who wanted Cybercab trips all night, he wrote that the capability would arrive “next month or so” once “the next tech to merge on the v15 plan” is ready.
The comment landed on September 4, one day after Tesla opened public Cybercab rides in Austin. It is the clearest near-term timeline yet for overnight unsupervised operation. Tesla’s paid Robotaxi network currently runs from 6 a.m. to 10 p.m. seven days a week across Austin, Dallas, Houston, Miami, Orlando, and Tampa.
next month or so. the next tech to merge on the v15 plan will enable it.
— Ashok Elluswamy (@aelluswamy) September 4, 2026
That 16-hour window is shorter than the 6 a.m. to 2 a.m. schedule the company used for much of the prior year.
Elluswamy did not name the specific feature or say whether the change would apply first to purpose-built Cybercabs, the existing Model Y fleet, or both. He also offered no city-by-city rollout list. The link to Full Self-Driving v15 is nevertheless significant.
Tesla has described v15 as a step-change architecture with seven parallel improvement tracks and roughly ten times more parameters than earlier builds. Early versions of that software already operate on the Robotaxi fleet and contain about 40 percent of the planned gains.
By July 2026, the unsupervised fleet had logged more than 380,000 miles across six cities in two states with what the company called an impeccable safety record and no notable incidents caused by the vehicles themselves. Tesla has repeatedly argued that camera-based end-to-end neural networks, rather than extra sensors, are the core of the solution.
Overnight service would test that claim in lower-light conditions and would also raise vehicle utilization, a key variable for Robotaxi unit economics. The company has already begun using public Superchargers at night and is building dedicated Robotaxi charging sites.
Riders have asked why software must change if the cars already drive in the dark. The practical answer appears to be reliability and scale: Tesla has held back mass expansion until more of the v15 stack is merged, citing the need for higher confidence before putting thousands of unoccupied vehicles on streets around the clock.
If the next module arrives on the timetable Elluswamy sketched, 24-hour service could begin in October 2026 in at least some markets.
That would mark a shift from a daytime-bounded pilot to a service that can run whenever demand exists, including the late-night hours that have so far remained out of reach.
Tesla is beginning to roll out Full Self-Driving Supervised v14.3.9 with a new active safety layer that can take control even when the driver is operating the car manually.
Tesla AI said the software can activate FSD on the driver’s behalf when an imminent collision is detected and Automatic Emergency Braking may not be enough. It may also engage if the system detects heavy distraction or an accidental FSD disengagement.
FSD Supervised v14.3.9 starting to roll out shortly
This release includes a new active safety feature set: FSD Supervised can now activate on your behalf when an imminent collision is detected and Automatic Emergency Braking (AEB) may not be enough.
It may also engage if we…
— Tesla AI (@Tesla_AI) September 4, 2026
The capability is essentially Automatic Collision Evasion. However, unlike conventional AEB, which mainly applies the brakes in a straight line, this feature can use steering, braking, and acceleration together if the car calculates that stopping alone will not prevent impact and a safer path exists. The system may change lanes or move toward a shoulder when conditions allow, then continue driving after the immediate threat is handled rather than simply coming to a stop.
The intervention is meant as a last-resort safety net, not a replacement for attentive driving.
Tesla Full Self-Driving v14.3.7 early review: FSD saved me from an accident
Tesla’s own description still frames FSD as supervised assistance. Secondary reports on internal release notes say the feature can fire while the car is being driven manually if cabin-camera monitoring suggests the driver is not sufficiently attentive, such as reaching toward the back seat, or if FSD appears to have been turned off unintentionally.
After the emergency maneuver, the car is expected to alert the driver and request a return to manual control.
The safety case is straightforward. Many collisions happen in the last second because a driver is looking away, fumbles a control, or faces an obstacle that braking cannot fully solve. A system that can both recognize that AEB is insufficient and execute a coordinated evasive path can reduce those remaining high-severity events.
Re-engaging after accidental disengagement also addresses a practical failure mode: a small steering nudge that drops FSD at the worst moment. The advantage is a background safety net that uses the same vision stack already running in v14, instead of leaving the car solely to emergency braking once the driver is no longer in command.
The feature still depends on FSD being enabled and, according to reports, an active FSD purchase or subscription. It does not make the vehicle unsupervised. Drivers remain responsible, and Tesla has not published how often the system is expected to intervene or how it will handle false positives.
If the rollout is conservative and the false-alarm rate stays low, the update is a meaningful step: FSD is no longer only a feature the driver turns on. In the rare moments when disaster is already forming, it can step in.
Tesla crosses major Unsupervised Self-Driving milestone
Tesla Robotaxi will be a 24/7 service: here’s when
