Scribble Data vs Character.AI

Character.AI has a disclosed valuation of $2.7B, while Scribble Data's valuation is not publicly available, making a direct size comparison difficult. Character.AI employs 100 people.

Character.AI has raised more in total funding at $150M, compared to Scribble Data's $3.5M — a gap of $146.5M. Combined, the two companies have completed 2 known funding rounds.

Character.AI leads with an Awaira Score of 70/100, while Scribble Data sits at 35/100. That 35-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Scribble Data was founded by Arun Iyengar in 2019. Character.AI was founded by Noam Shazeer in 2021. Visit each company's profile on Awaira for a full founder biography.

Scribble Data: Scribble Data builds a feature store and ML data pipeline platform that enables data science teams to define, compute, store, and serve machine learning features in a unified platform, addressing the significant engineering overhead of building and maintaining feature infrastructure for production ML systems. The platform reduces the time data teams spend on data wrangling and feature engineering by providing reusable feature definitions and automated pipeline orchestration.\n\nThe company is in early Seed stage with limited disclosed funding and targets data science teams at financial services companies, digital consumer businesses, and enterprise analytics organizations that run large-scale ML operations. Scribble Data positions its platform as infrastructure that shortens the path from model ideation to production deployment.\n\nFeature stores have emerged as a recognized production ML infrastructure category, with vendors including Tecton, Feast, and Hopsworks competing for enterprise adoption. Scribble Data's India-based team and pricing model target a segment of the market that cannot justify the cost of US-headquartered enterprise ML platform vendors, while still requiring production-grade feature management capabilities. Character.AI: Character.AI is an AI platform founded in 2021 that specializes in creating and interacting with AI-powered conversational characters. The platform enables users to design custom chatbots with distinct personalities, knowledge bases, and behavioral traits, then engage in realistic dialogue with these characters. The core technology utilizes large language models to generate contextually appropriate responses while maintaining character consistency across conversations. The platform serves multiple use cases including entertainment, education, creative writing, language learning, and customer service applications. Users can create characters for storytelling, roleplay, educational tutoring, or simulating expert consultants. Character.AI has positioned itself as an accessible interface for character-driven AI interactions, distinguishing itself from general-purpose chatbots through its emphasis on personality and narrative depth. The company has secured $150 million in total funding with a current valuation of $2.7 billion, operating at Series A stage. This funding reflects significant investor confidence in the conversational AI and character simulation market. Character.AI competes within the broader generative AI landscape alongside platforms like OpenAI's ChatGPT and other large language model applications, though with specific focus on character-driven interactions rather than general assistance. The company's growth trajectory reflects increasing consumer interest in personalized AI experiences and conversational applications, positioning it within the expanding market for interactive AI tools. Character.AI differentiates itself by prioritizing personality-driven interactions and character customization rather than general-purpose assistance, creating a distinct niche in the conversational AI market.

Scribble Data got there first, launching in 2019 — that's 2 years of extra runway. Character.AI didn't arrive until 2021. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Scribble Data has about 10-50 employees; Character.AI has about 100. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Scribble Data and Character.AI compete in ML Platform, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.