Musk’s Tesla earnings calls now sound more like an AI pitch than a car briefing

Updated August 4, 2026 6:28 pm

Elon Musk is spending far more of Tesla’s earnings calls talking about artificial intelligence, robotaxis and Optimus than about cars, even though the company still gets most of its revenue from vehicle sales. The shift matters because it shows how aggressively Musk is trying to redefine Tesla’s identity at a moment when its core auto business is under pressure.

New analysis of seven years of Tesla quarterly calls indicates that Musk now devotes about half of his remarks to AI-related topics, up from roughly 15% to 20% in 2022, as attention moves away from manufacturing and toward Tesla’s future bets on autonomy and robotics.

Tesla’s latest financial picture still looks overwhelmingly automotive. The company delivered nearly 500,000 vehicles in the most recent quarter and derived about 70% of its revenue from car sales, a reminder that the business remains grounded in the auto market even as Musk increasingly describes it as something bigger.

What changed in Tesla’s messaging?

Tesla’s public narrative has changed from a company that mainly sold electric vehicles into one Musk presents as an AI and robotics platform. The cars are still central to the balance sheet, but the language on earnings calls has moved toward a future built around software, self-driving systems and humanoid robots.

That evolution is not just anecdotal. TechCrunch worked with Hudson Labs, a New York financial research firm, to examine Tesla earnings calls from 2019 onward and measure which topics dominated the discussion. Using S&P Market Intelligence transcripts and an AI-assisted analysis tool, Hudson Labs assigned topics sentence by sentence and counted how often each theme appeared.

The result is a clear change in what Musk emphasizes when Tesla is under the microscope.

“If you value Tesla as just an auto company – fundamentally, it’s the wrong framework,” Musk said during Tesla’s first-quarter 2024 earnings call. “If somebody doesn’t believe Tesla is going to solve autonomy, I think they should not be an investor in the company.”

That argument has become a recurring one: Tesla’s market value, in Musk’s telling, should be judged not by traditional auto metrics but by the company’s potential to crack autonomy and turn that capability into a much larger business.

How much time does Musk spend on AI now?

He spends nearly half of his speaking time on earnings calls discussing AI, robotaxis and Full Self-Driving, according to the transcript analysis. In 2022, that figure was much lower, generally landing in the 15% to 20% range.

The difference reflects a real shift in priorities. Instead of focusing mainly on production volumes, margins, supply chains and factory execution, Musk now spends a much larger share of each call talking about the technologies he believes will transform Tesla’s future.

Why Optimus became a bigger part of the story

Optimus, Tesla’s humanoid robot, has become one of Musk’s favorite talking points because it represents a high-upside vision that goes far beyond the auto market. Tesla first disclosed the project in 2021, but it barely registered in Musk’s remarks the following year.

In 2022, the robot accounted for about 2% or less of his speaking time on earnings calls. Over the past year, however, it has become a much larger theme, taking up at least 10% of his comments and nearly one-third of his remarks on Tesla’s third-quarter 2025 call.

That change is significant for investors because it shows where Musk thinks the long-term storytelling power lies. Optimus is not yet a meaningful revenue driver. Even so, it increasingly occupies the same stage as robotaxis and self-driving software, which Musk treats as the pillars of Tesla’s next act.

What Optimus represents for Tesla

Optimus represents the idea that Tesla can move from producing electric cars to building general-purpose machines that could eventually work in factories, warehouses or homes. It is a much more ambitious business case than selling cars, and it helps explain why Musk spends so much time on it in public.

• It broadens Tesla’s addressable market beyond transportation.
• It supports Musk’s claim that Tesla is an AI company, not just an automaker.
• It gives investors a future-facing narrative when car growth slows.

What happened to Tesla’s car business?

Tesla’s automotive business stopped growing at the same time Musk’s focus on futuristic products intensified. That timing matters: the company’s core car operation is still the main source of cash, but it is no longer the fast-growth story it once was.

As competition has increased from legacy automakers and newer Chinese electric vehicle makers, Tesla’s executives have had to spend more time defending the current business while Musk looks past it. On recent calls, he has spent less than one-third of his remarks on cars and manufacturing, and on one third-quarter call last year that share fell below 20%.

For a company that shipped nearly half a million vehicles in the latest quarter, that is a striking imbalance.

How the tone changed on earnings calls

The tone shifted from operational execution to future possibility. In earlier periods, Tesla’s leadership often focused on factory output, deliveries, margins and the mechanics of scaling production. Now, those issues are still present, but they are no longer the center of gravity.

This matters because earnings calls are not just financial check-ins. They are also an opportunity for management to shape investor expectations, explain strategic priorities and defend the company’s valuation. Musk appears to be using that platform to argue that autonomy and robotics should carry more weight than conventional auto metrics.

How are Tesla’s other executives talking?

They are following Musk’s lead, but more slowly. Tesla’s chief financial officer Vaibhav Taneja and vice president of engineering Lars Moravy still spend a larger share of their remarks on the auto business than Musk does, even as their comments increasingly touch on AI, robotaxis and Full Self-Driving.

On some of the most recent calls, they have spent roughly 30% of their time on automotive issues. That is lower than it used to be, when they devoted nearly half of their remarks — or more — to building and selling vehicles.

The difference between Musk and his lieutenants suggests that Tesla’s internal message is in transition, but not fully synchronized. Musk has moved fastest toward the AI-first narrative, while the rest of the leadership team still has to address the realities of a car company that remains responsible for most of the revenue.

Taneja described the company’s outlook on this year’s second-quarter call as a difficult but promising journey, saying the path to abundance would be challenging and that progress would not happen in a straight line.

Those remarks reflect a familiar Tesla pattern: bold promises paired with the acknowledgement that execution will be uneven. They also show how closely the leadership team now mirrors Musk’s language, even when the business fundamentals remain firmly tied to vehicles.

Why this matters for investors

The imbalance between Tesla’s financial reality and Musk’s preferred narrative is now one of the company’s defining tensions. Investors still have to evaluate Tesla as a business that makes and sells cars today, but they are also asked to value it like a future AI and robotics platform.

That can create a gap between what the company is and what Musk says it is becoming. If autonomy and robotics deliver, the upside could be enormous. If they lag, the car business may not be enough to justify the lofty expectations attached to Tesla’s stock.

The issue is not simply that Musk talks about the future. It is that he now spends so much of Tesla’s flagship financial forum making the future the central argument for the company’s worth.

Three investor questions raised by the shift

1. Can Tesla’s AI and robotics efforts become profitable quickly enough to matter? That remains unclear, and the projects are still early compared with the scale of the auto business.
2. Will the car business stabilize while Tesla invests in new bets? Competition is intensifying, which makes that harder.
3. Does the market still value Tesla like a carmaker or a tech company? Musk clearly wants the latter, but the company’s current revenue mix still looks like the former.

What the transcript analysis reveals about Tesla’s evolution

The most striking thing in the data is not that Musk talks about AI. It is that the share of time devoted to these themes has risen so quickly that it now competes with the company’s historical core. In just a few years, a set of ideas once treated as side projects has become the main event on Tesla’s calls.

This kind of evolution often happens when companies try to reposition themselves for the next phase of growth. At Tesla, though, the pivot is unusually dramatic because it is happening while the original business still dominates the income statement. That makes the message both ambitious and controversial.

There is also a broader business lesson here. Companies often tell investors who they want to be, not just who they are. Tesla’s call transcripts show Musk doing that with unusual force, leaning on AI, autonomy and robotics to reset expectations around a company many people still think of first as a carmaker.

How Tesla compares with a traditional automaker

Tesla is still structured like an auto company in many ways, but its public framing now resembles a technology platform pitch. The contrast becomes clear when you compare the business pillars investors usually expect from a carmaker with the themes Musk is emphasizing.

What comes next for Tesla’s story?

What comes next depends on whether Tesla can turn its futuristic ambitions into measurable business results. Musk has spent years arguing that autonomy will justify the company’s valuation, but the projects that dominate the conversation still need to prove themselves outside of earnings-call theater.

If robotaxis, Full Self-Driving and Optimus begin to generate meaningful returns, Musk’s messaging will look prescient. If not, the company may face more pressure to explain why so much attention is being pulled away from the business that currently pays the bills.

For now, the data suggests a simple conclusion: Musk is steadily recasting Tesla as an AI and robotics company, even though the company’s financial engine still runs on cars. That mismatch is now one of the most important things to watch in every Tesla earnings call.

Timeline: Tesla’s narrative shift over seven years

For Tesla, the earnings call is no longer just a place to explain quarterly results. It has become the stage on which Musk argues that the company’s future is bigger than its present — and perhaps bigger than the car business that still pays for most of it.