Sequoia and China Renaissance invested in the "Meituan-Dianping for AI products"; we spoke with its founder, born in 2002.

Background

The article highlights a disparity within China's AI startup ecosystem: visibility and resources are overwhelmingly concentrated in a small number of well-funded, high-valuation projects backed by teams with prestigious backgrounds. This leaves a vast majority of potentially good but under-resourced early-stage projects invisible to the public. "观猹" emerged from the observation that the industry's most authentic ecosystem consists of ordinary designers, product managers, and even retirees, not just elite founders. Founded in July 2025 by Zhong Tai, a 23-year-old entrepreneur with six years of startup experience, the platform was conceived as a counterbalance to this imbalance, creating a new evaluation framework distinct from investor-centric lists.

Key Points

• Core Mission: "Re-establishing an evaluation system." The platform's fundamental goal is to provide early, equitable exposure for startups by evaluating applications beyond financing amounts and team backgrounds. It positions itself as a "super node" for discovering frontier AI products.
• Authenticity as a Core Value: A critical insight is that "real" reviews have become a scarce resource in an ecosystem filled with fake engagement and paid promotions. To ensure credibility, "观猹" implements a strict mechanism: reviewers ("观猹员") must be invited or pass a 50-question exam, their comments are verified by machines and humans, and a weight system based on activity and likes assigns different influence to their reviews.
• A Multi-Layered Support System, Not Just a Listing: Unlike a simple discovery platform like Product Hunt, "观猹" provides crucial operational infrastructure for inexperienced founders (especially OPCs). This includes:
  • Technical SDKs: Unified login and payment systems to lower the technical and time costs of building a product.
  • Token Subsidies: Through its model API aggregation platform, TokenDance, it offers low-cost AI tokens, explicitly willing to operate at a loss on this service to support early developers.
  • Marketing and GTM Guidance: Provides hands-on help with content creation and go-to-market strategies for technical founders.
• Focus on the Long Tail: The platform deliberately focuses on the "long tail" of AI applications—startups and OPCs that represent the majority of innovation but the minority of visibility. It embraces niche and even "copycat" projects, believing the community will ultimately judge their merit.
• Reflecting Rapid Market Dynamics: The analysis reveals the brutal pace of the AI market: the survival window for an AI product has shortened from 6 months to just 3 months. "观猹" plans to document this with an "AI Graveyard" section, valuing failure as a record. The high speed of product pivots is seen positively as a sign of reduced trial-and-error costs.
• "Robbing the Rich to Aid the Poor" Business Model: The platform generates revenue through advertising and channel fees from more mature projects and larger companies. This income cross-subsidizes its loss-making Token support for early-stage builders, creating a sustainable ecosystem model.

Significance

• Ecosystem Rebalancing: "观猹" represents a significant attempt to restructure the AI startup ecosystem's value chain by creating a user-centric, merit-based discovery channel that operates independently of capital. It challenges the "rich get richer" dynamic by directly addressing the "cold start" problem for seed-stage projects.
• Evolution of Builder Support: It moves beyond being a passive listing to becoming an active "builder platform." By bundling discovery with essential SaaS tools and resources, it lowers the entire barrier to entry for turning an idea into a viable product, reflecting the rise of the "one-person company" trend powered by AI.
• Platform Value through Connection: Investors like Sequoia China and China Renaissance value "观猹" for its unique position standing between AI builders and real users.