A new study shows that only 26% of U.S. households are familiar with EVs but this is about to change. In the recent study by Parks Associates, it was noted that as Tesla became a household name, purchase intention for EVs has gone up 6%.
I wrote about this here, and Teslarati was invited to attend to the virtual session where Chris White, the senior analyst who conducted the study, led a virtual presentation.
According to the study,
“Only 26% of US broadband households report high familiarity with electric vehicles but that’s about to change. These sessions address the coming surge of EVs on the market, the potentially explosive EV growth in adoption, and the implications for consumers, the grid, and needed infrastructure.”
Electric Vehicles: A New Era for Consumers
During the virtual session, Chris White explained some of the findings of the study. Some of these include current EV owner demographics, EV owner interest in clean energy, EV owners’ high-tech affinity, lack of knowledge of EV features, and how other issues such as the chip shortage are affecting both EV and non-EV markets.
The report was based on data from Q4 2021.
Understanding Current EV Owners
Current EV owners are young affluent and have dual incomes. Many are from a multifamily environment and use their EVs for work and school.
They use their vehicles regularly. It’s important to highlight since EVs have the image of a rare or exotic car that doesn’t have enough range. This is changing.
As the EV market continues to grow, the demographics of the current EV owners will most likely change. For now, there’s a 16% high intention of purchasing EVs among non-owners. Previous that was 10%.
That number didn’t include the current EV owners who either want to add a new EV or replace an old one.
EV Owners 3x likely to use renewable energy
Chris White’s research showed that EV buyers are three times more likely to live in solar communities or have an interest in renewable energy powering their homes. They are also 2.5 to 5 times more willing to pay more for renewable energy.
The research shows that EV owners care about their carbon footprint and the impact on the environment.
EV owners are much more likely to own a security system or a smart home device than non-EV owners, according to the research
They xcare about technology and have a higher affinity for tech than non-EV owners.
Lack of familiarity with EV features.
One of the key points in the study shows that although EVs are more popular today, there is a lack of familiarity with their features.
Chris pointed out that 18% of the consumers polled indicated familiarity with EV features. That isn’t a lot.
Features that many aren’t familiar with include EV charging at home minimizing cost when automatically charging during off-peak hours, auto insurance savings for EV owners, second-life EV batteries reused as a power source in disaster areas, and available tax incentives.
Second-life EV batteries are expected to reach over $34 billion by 2027 according to Research and Markets. You can read more about this here.
EV Features that could persuade non-owners to buy an EV
The study included the top features that could persuade non-EV owners to switch to electricity. The number one feature was for an EV to run 400 miles or longer on a single charge.
During the session, Chris pointed out that this is still rare and that most EVs are in the 200-300 mile range.
Other features included widespread charging stations and electricity plans that make owning an EV more affordable than owning an ICE vehicle. These are coming and soon people will see for themselves that EVs meet the criteria they are looking for.
Purchase Inhibitors.
The number one purchase inhibitor that non-EV owners are concerned about are the cost of an EV and charging.
The research showed that 51% of the consumers who participated in the study cited charging-related issues.
Another issue was the lack of trust in the design of EVs,
Issues that impact both EV and non-EV purchases
We often see issues such as the semiconductor chip shortage and critical minerals for EV batteries impacting the EV market. However, something that impacts both markets includes the chip shortage, Putin invading Ukraine, and the national gas prices being on the rise.
The latter can create pain at the pump which is something that encourages people to make the switch to EVs. Last month, I wrote about Dobson who purchased a Tesla due to several factors but especially high gas prices.
EVs will be everywhere soon.
The research also revealed that soon, EVs will be everywhere.
Chris spoke about the Amazon and Rivian partnership, Walmart’s purchase of Canoo EVs, Revel’s fleet of Tesla taxis in New York, and the contract between NASA and Canoo.
And this is just on the commercial side. Other automakers are producing and marketing their own EVs to compete with Tesla.
Disclaimer: Johnna is long Tesla.
I’d love to hear from you! If you have any comments, concerns, or see a typo, you can email me at johnna@teslarati.com. You can also reach me on Twitter @JohnnaCrider1
Elon Musk
What is Digital Optimus? The new Tesla and xAI project explained
At its core, Digital Optimus operates through a dual-process architecture inspired by human cognition.
Tesla and xAI announced their groundbreaking joint project, Digital Optimus, also nicknamed “Macrohard” in a humorous jab at Microsoft, earlier this week.
This software-based AI agent is designed to automate complex office workflows by observing and replicating human interactions with computers. As the first major outcome of Tesla’s $2 billion investment in xAI, it represents a powerful fusion of hardware efficiency and advanced reasoning.
At its core, Digital Optimus operates through a dual-process architecture inspired by human cognition.
Macrohard or Digital Optimus is a joint xAI-Tesla project, coming as part of Tesla’s investment agreement with xAI.
Grok is the master conductor/navigator with deep understanding of the world to direct digital Optimus, which is processing and actioning the past 5 secs of…
— Elon Musk (@elonmusk) March 11, 2026
Tesla’s specialized AI acts as “System 1”—the fast, instinctive executor—processing the past five seconds of real-time computer screen video along with keyboard and mouse actions to perform immediate tasks.
xAI’s Grok model serves as “System 2,” the strategic “master conductor” or navigator, providing high-level reasoning, world understanding, and directional oversight, much like an advanced turn-by-turn navigation system.
When combined, the two can create a powerful AI-based assistant that can complete everything from accounting work to HR tasks.
Will Tesla join the fold? Predicting a triple merger with SpaceX and xAI
The system runs primarily on Tesla’s low-cost AI4 inference chip, minimizing expensive Nvidia resources from xAI for competitive, real-time performance.
Elon Musk described it as “the only real-time smart AI system” capable, in principle, of emulating the functions of entire companies, handling everything from accounting and HR to repetitive digital operations.
Timelines point to swift deployment. Announced just days ago, Musk expects Digital Optimus to be ready for user experience within about six months, targeting rollout around September 2026.
It will integrate into all AI4-equipped Tesla vehicles, enabling parked cars to handle office work during downtime. Millions of dedicated units are also planned for deployment at Supercharger stations, tapping into roughly 7 gigawatts of available power.
Oh and it works in all AI4-equipped cars, so your car can do office work for you when not driving.
We’re also deploying millions of dedicated Digital Optimus units in the field at Superchargers where we have ~7 gigawatts of available power.
— Elon Musk (@elonmusk) March 12, 2026
Digital Optimus directly supports Tesla’s broader autonomy strategy. It leverages the same end-to-end neural networks, computer vision, and real-time decision-making tech that power Full Self-Driving (FSD) software and the physical Optimus humanoid robot.
By repurposing idle vehicle compute and extending AI4 hardware beyond driving, the project scales Tesla’s autonomy ecosystem from roads to digital workspaces.
As a virtual counterpart to physical Optimus, it divides labor: software agents manage screen-based tasks while humanoid robots tackle physical ones, accelerating Tesla’s vision of general-purpose AI for productivity, Robotaxi fleets, and beyond.
In essence, Digital Optimus bridges Tesla’s vehicle and robotics autonomy with enterprise-scale AI, promising massive efficiency gains. No other company currently matches its real-time capabilities on such accessible hardware.
It really could be one of the most crucial developments Tesla and xAI begin to integrate, as it could revolutionize how people work and travel.
News
Tesla adds awesome new driving feature to Model Y
Tesla is rolling out a new “Comfort Braking” feature with Software Update 2026.8. The feature is exclusive to the new Model Y, and is currently unavailable for any other vehicle in the Tesla lineup.
Tesla is adding an awesome new driving feature to Model Y vehicles, effective on Juniper-updated models considered model year 2026 or newer.
Tesla is rolling out a new “Comfort Braking” feature with Software Update 2026.8. The feature is exclusive to the new Model Y, and is currently unavailable for any other vehicle in the Tesla lineup.
Tesla writes in the release notes for the feature:
“Your Tesla now provides a smoother feel as you come to a complete stop during routine braking.”
🚨 Tesla has added a new “Comfort Braking” update with 2026.8
“Your Tesla provides a smoother feel as you come to a complete stop during routine braking.” https://t.co/afqCpBSVeA pic.twitter.com/C6MRmzfzls
— TESLARATI (@Teslarati) March 13, 2026
Interestingly, we’re not too sure what catalyzed Tesla to try to improve braking smoothness, because it hasn’t seemed overly abrupt or rough from my perspective. Although the brake pedal in my Model Y is rarely used due to Regenerative Braking, it seems Tesla wanted to try to make the ride comfort even smoother for owners.
There is always room for improvement, though, and it seems that there is a way to make braking smoother for passengers while the vehicle is coming to a stop.
This is far from the first time Tesla has attempted to improve its ride comfort through Over-the-Air updates, as it has rolled out updates to improve regenerative braking performance, handling while using Full Self-Driving, improvements to Steer-by-Wire to Cybertruck, and even recent releases that have combatted Active Road Noise.
Tesla holds a unique ability to change the functionality of its vehicles through software updates, which have come in handy for many things, including remedying certain recalls and shipping new features to the Full Self-Driving suite.
Tesla seems to have the most seamless OTA processes, as many automakers have the ability to ship improvements through a simple software update.
We’re really excited to test the update, so when we get an opportunity to try out Comfort Braking when it makes it to our Model Y.
News
Tesla finally brings a Robotaxi update that Android users will love
The breakdown of the software version shows that Tesla is actively developing an Android-compatible version of the Robotaxi app, and the company is developing Live Activities for Android.
Tesla is finally bringing an update of its Robotaxi platform that Android users will love — mostly because it seems like they will finally be able to use the ride-hailing platform that the company has had active since last June.
Based on a decompile of software version 26.2.0 of the Robotaxi app, Tesla looks to be ready to roll out access to Android users.
According to the breakdown, performed by Tesla App Updates, the company is preparing to roll out an Android version of the app as it is developing several features for that operating system.
🚨 It looks like Tesla is preparing to launch the Robotaxi app for Android users at last!
A decompile of v26.2.0 of the Robotaxi app shows some progress on the Android side for Robotaxi 🤖 🚗 https://t.co/mThmoYuVLy
— TESLARATI (@Teslarati) March 13, 2026
The breakdown of the software version shows that Tesla is actively developing an Android-compatible version of the Robotaxi app, and the company is developing Live Activities for Android:
“Strings like notification_channel_robotaxid_trip_name and android_native_alicorn_eta_text show exactly how Tesla plans to replicate the iOS Live Activities experience. Instead of standard push alerts, Android users are getting a persistent, dynamically updating notification channel.”
This is a big step forward for several reasons. From a face-value perspective, Tesla is finally ready to offer Robotaxi to Android users.
The company has routinely prioritized Apple releases because there is a higher concentration of iPhone users in its ownership base. Additionally, the development process for Apple is simply less laborious.
Tesla is working to increase Android capabilities in its vehicles
Secondly, the Robotaxi rollout has been a typical example of “slowly then all at once.”
Tesla initially released Robotaxi access to a handful of media members and influencers. Eventually, it was expanded to more users, so that anyone using an iOS device could download the app and hail a semi-autonomous ride in Austin or the Bay Area.
Opening up the user base to Android users may show that Tesla is preparing to allow even more users to utilize its Robotaxi platform, and although it seems to be a few months away from only offering fully autonomous rides to anyone with app access, the expansion of the user base to an entirely different user base definitely seems like its a step in the right direction.
What is Digital Optimus? The new Tesla and xAI project explained
Tesla adds awesome new driving feature to Model Y
