Findsight AI vs Glean

Findsight AI is a search engine for comparing core claims pulled from thousands of non-fiction books, articles, and papers. You filter by literal mentions, named entities, topics, stated claims, or natural-language questions, then follow related claims with the explore arrow to build a syntopical reading path. Each result links back to the original source so you can go deeper than the excerpt.

Google finds pages; Findsight indexes individual claims and shows how different authors answer the same question side by side. The state and answer filters use embeddings to match meaning, while mention and references filters handle keyword and entity precision that pure semantic search often misses.

Students, researchers, and curious readers use Findsight AI when they want to compare perspectives across sources without reading every book cover to cover. The site is free with no signup, and the state and answer filters allow 50 searches per day before you need to drop those filters to keep searching.

Glean connects your company's apps, documents, and permissions into one enterprise search and Work AI platform. Employees ask questions in natural language, get answers grounded in Slack, Google Drive, Jira, Confluence, Salesforce, and hundreds of other sources, then automate follow-up work with assistants and agents. The system respects existing access controls so people only see what they are already allowed to view.

Generic AI chat tools send broad prompts to models without your org chart, ticket history, or doc permissions baked in. Glean indexes enterprise context once, maps relationships in an Enterprise Graph, and claims a 30% reduction in token usage compared with off-the-shelf MCP tools because less irrelevant text reaches the model. That matters when every department is spinning up agents on the same data.

IT, engineering, sales, support, and HR teams at companies like Booking.com, Zillow, and Samsung use Glean to find answers faster, build no-code agents, and cut internal support tickets. Deployment is demo-led: you request access through Glean's sales flow rather than self-serve signup.