Anthropic has made a move that once looked unlikely: it has cut Claude's mobile app response time from five or six seconds to roughly one second.
On its own, that sounds like routine engineering work. In Anthropic's case, it sends a clearer signal: a company long identified with enterprise AI is now taking the consumer market seriously.
The numbers make the shift hard to miss
Claude has climbed to No. 2 among free apps in the U.S. App Store. ChatGPT is first, while Google Gemini sits third. Two years ago, Anthropic was still worrying about whether ordinary consumers knew the brand at all. Now it is wedged between OpenAI and Google.
Daily new registrations have topped one million. Since the beginning of the year, daily sign-ups have quadrupled.
Two factors are driving the surge. The first is speed. Opening the Claude app used to mean waiting five or six seconds before asking a question; now the wait is about one second. For consumer software, that kind of latency cut matters because casual users leave quickly when an app feels slow.
The second is the Super Bowl ad. Anthropic framed Claude directly as an ad-free alternative to ChatGPT, a simple message aimed at a weak spot created by OpenAI's recent push toward advertising and monetization.
The internal turn has already started
Bloomberg reported one key detail: since the second half of 2025, Anthropic has had staff specifically improve Claude's answers to personal questions, including health advice, travel planning and recipe recommendations.
That is a meaningful change. Claude has traditionally been strongest in coding, long-document analysis and enterprise knowledge work. For questions like what to cook tonight or how to plan five days in Tokyo, ChatGPT has often felt smoother. Anthropic did not need to care as much when its buyers were Goldman Sachs and JPMorgan rather than everyday users.
That is no longer the case.
The reason is simple: consumer data is fuel for model iteration. ChatGPT's hundreds of millions of monthly users give OpenAI a constant stream of feedback. Anthropic has lacked that channel, relying more heavily on enterprise customers. Over the past year, it appears to have recognized the gap as strategic.
Can the compute keep up?
Yes. Anthropic has just signed a major deal with SpaceX to use the full compute capacity of the Colossus 1 data center: 300 megawatts and 220,000 NVIDIA GPUs, expected to come online within weeks. Claude Code's five-hour rate limit has also doubled.
That comes on top of earlier Anthropic commitments:
- AWS: a 5 GW compute agreement, including 1 GW of new capacity by the end of 2026
- Google and Broadcom: 5 GW beginning in 2027
- Microsoft and NVIDIA: $30 billion in Azure capacity
- Fluidstack: $50 billion in U.S. AI infrastructure
The logic behind those bets ultimately depends on whether user growth can absorb the capacity. A one-second Claude app and a No. 2 App Store ranking are Anthropic's first consumer-market answer to investors.
The harder question
Claude is already OpenAI's toughest rival in the enterprise market. Anthropic has recently landed a broad Wall Street customer roster, including JPMorgan, Goldman Sachs, Citi, AIG and Visa. Now it is coming for consumers as well.
That means OpenAI can no longer lean on the simple story that ChatGPT is the mass-market brand while Claude is a niche enterprise option. Both fronts are now live.
Sam Altman has been talking in recent months about a Q4 IPO and a trillion-dollar valuation. If Anthropic keeps this growth pace, OpenAI may need to explain to investors, more carefully than before, why it should be worth more.
For Anthropic, the test is different: after starting in the enterprise market, can it make ordinary users remember "ad-free" as a Claude brand promise within half a year? That depends on how long the Super Bowl message keeps carrying momentum.
Sources: CocoLoop, Anthropic Is Making Its Claude Chatbot More Appealing to Consumers (Bloomberg); Anthropic's Claude shifts to consumers with faster personal answers (NewsBytes)