AI startup Rocket offers vibe McKinsey-style reports at a fraction of the cost

Rocket co-founder and CEO Vishal Virani

Indian startup Rocket is betting that the next big opportunity is the pre-vibe coding part: getting AI to help people decide what to build. It has launched a platform that produces consultancy-style product strategies.

The startup, based in Surat, India, on Tuesday launched its platform, Rocket 1.0, which connects research, product development and competitive intelligence in a single workflow. The platform generates detailed product strategy documents – including pricing, unit economics and go-to-market recommendations.

As AI-powered coding tools proliferate—from platforms like Cursor, Replit, and Lovable to features like Claude Code and Codex—writing code has gotten significantly easier and faster. “Anyone can generate the code now… it’s become a commodity. But what needs to be built is something that everyone lacks,” said Rocket co-founder and CEO Vishal Virani (pictured above), adding that “running a business and just building a code base are two different things.”

TechCrunch briefly tested Rocket’s platform ahead of its launch and found that it generated product requirements documents in PDF format from simple prompts. These documents resemble consulting-style reports rather than vibe coding tools or chatbots, which focus heavily on features and execution.

But some of the analysis appeared to be synthesized from existing data—combining known pricing models, user behavior patterns, and competitive insights—rather than based on independently verifiable information. This suggests that users may still need to validate the output before making business decisions. Virani said the platform can offer human support when users encounter problems.

Rocket’s platform generates consultant-style reports based on text messages provided by usersImage credit:Rocket

The product can also track competitors, including changes to their websites and traffic trends. Rocket draws on more than 1,000 data sources for its analysis, including Meta’s ad libraries, Similarweb’s API and its own crawlers, Virani said.

Rocket’s subscription plans range from $25 per month to build applications to $250 for strategy and research capabilities and up to $350 for the full platform, including competitive intelligence.

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The $250 plan can generate two to three “McKinsey-grade” research reports alongside product builds, Virani told TechCrunch, positioning his higher-end offerings as a cheaper alternative to traditional consulting, which often costs thousands of dollars for similar strategy work.

Rocket raised a $15 million seed round in September from Accel, Salesforce Ventures and Together Fund. Since then, the startup says it has grown from 400,000 to over 1.5 million users in 180 countries. It also reported an annual average revenue per user in the ~$4,000 range, although it did not disclose detailed paying customer numbers. The startup said it operates at a gross margin of over 50%, with 20-30% of its customers being SMEs.

Rocket has a team of 57 employees and is headquartered in Surat with operations in Palo Alto.

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