Character.AI vs Glean

Character.AI is a consumer chat app where users talk with AI characters created by the community or by themselves. It was founded in 2021 by former Google researchers Noam Shazeer and Daniel De Freitas, who had worked on Google's conversational models. In 2024 Google signed a licensing agreement with the company and rehired both founders, while Character.AI continued as an independent product.

Characters range from fictional and historical figures to tutors, language partners, game masters and original personas. Anyone can create a character by writing a description, a greeting and example dialogue, and users can hold one-to-one or group chats, talk to characters by voice, and share their creations. The core service is free, and the c.ai+ subscription adds priority access, faster responses and extra features for a monthly fee.

The audience is large and young, which has made safety the central issue. After lawsuits and criticism over interactions with minors, the company introduced a separate model for teenagers, parental insight features and time-spent notifications, and in late 2025 it announced it would end open-ended chats for users under 18. Character.AI is an entertainment and role-play product rather than a productivity tool: for work, research or writing, general assistants such as ChatGPT, Claude or Gemini are far better suited, and for companion-style chat, Replika and Talkie are the closest alternatives. Parents should treat it as a social platform and review its age policies.

Glean is an enterprise work AI platform that indexes a company's apps, documents and conversations and lets employees search, ask questions and run agents over that knowledge. It was founded in 2019 in Palo Alto by former Google search engineer Arvind Jain, who previously co-founded Rubrik, and it raised a $150 million Series F at a $7.2 billion valuation in June 2025.

The platform has three layers: Glean Search, a ranked enterprise search; Glean Assistant, a chat assistant grounded in company data; and Glean Agents, which automate multi-step work from natural-language instructions. Underneath sit 275+ connectors, an Enterprise Graph that maps people, content and activity, and permission enforcement that mirrors each source system in near real time. It also offers APIs and MCP support. Pricing is not published; it is sold per seat through sales, with demos instead of a self-serve trial.

Glean fits large organizations with knowledge scattered across Slack, Google Drive, Confluence, Jira, Salesforce and code hosts. It is overkill and likely too costly for small companies, and results depend on clean permissions in source systems. Microsoft 365 Copilot is the natural rival for Microsoft-centric firms, ChatGPT Enterprise offers broader general AI with connectors, and Notion AI covers search well if Notion is already your wiki.

Glean announced in December 2025 that its annual recurring revenue had passed $200 million, doubling in nine months. When evaluating, run a pilot on your messiest knowledge sources and test permission boundaries with a few restricted documents.