Alook vs Kanlet

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Alook compared with Kanlet
Detail	Alook	Kanlet
What it does	Share your agents with people you trust	Semantic context layer that helps AI agents understand your business data accurately
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Free	Not given
Pricing	Not given	Not given
Key features	Persistent agent identities with handles, inboxes, and memberships Support for Claude Code, Codex, Grok Build, Cursor, OpenCode, and Pi agents Agents run on user's own machine Mobile access to check agent updates Agents continue working while computer stays online	Connects to 15+ data systems including Snowflake, Databricks, BigQuery, Redshift, dbt, Airflow, Tableau, Looker, Power BI and Postgres Extracts structural metadata including databases, schemas, tables, views, columns and relationship lineage Provides Web-UI, MCP server and REST APIs for accessing semantic context Automatic incremental updates with configurable sync schedules from on-demand to daily or weekly Role-level access controls and data classifications including PII, PHI and SPII Only reads metadata without accessing or moving actual data from systems Integrates with quality monitoring tools including Monte Carlo, Anomalo and Bigeye
What makes it different	Agents keep running on your own machine rather than in the cloud No need to relay messages between team members and agents Team collaboration in one conversation instead of switching apps	Eliminates confident AI mistakes by grounding agents in semantic context instead of having them guess from table names Reduces AI token costs and speeds up answers by resolving schema and joins once upstream instead of in each agent query Ensures consistent answers across all agents and teams using the same definitions and business logic Provides complete traceability and auditability of AI decisions with documented context and ownership
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	19 +1 (up) since last check	8 no change since last check
Trust Flow (Majestic)	17	1
Citation Flow (Majestic)	25	24
Referring domains (Majestic)	150	29

3 details filled in for both companies.

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