
Data catalog and AI context layer that keeps enterprise data trustworthy

AI answers for your data stack, grounded in governance, lineage and metadata
Estimated monthly website visits
Similarweb estimates for this domain, not active users. Only available observation months are shown; collection date is separate from the traffic period.
Collected Nov 11, 2026

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, Secoda (secoda.co) is an AI platform indexed under AI Knowledge Management generating 35.84K monthly visits with a month-over-month traffic delta of -3.96K (-9.9%). Its primary geographic market is United States (37.2% traffic share), and it operates on a Freemium, Free Trial, Contact for Pricing pricing model. Top competing alternatives by monthly volume include Dawiso (16.82K visits/mo), Coda (337.17K visits/mo), Bruin (43.94K visits/mo).
The automated data lineage feature saved our analytics team weeks of manual mapping.
AI data assistant actually understands our table schemas and gives clean SQL.
A 24/7 AI analyst built on your governance and metadata context that answers questions and produces dashboards and insights in seconds.
A searchable catalog for data assets with automated documentation and an AI-powered Chrome extension for in-browser discovery and metadata editing.
End-to-end column and table lineage so you can trace how data flows, spot dependencies and understand impact before making changes.
Monitors, quality scores and query monitoring detect anomalies, cost spikes and slow queries early to protect analytics and ML outputs.
Policies, access requests and role-based access control enforce compliance and secure data at scale, with self-hosting and SSO options on Enterprise.
Secoda markets itself as the AI platform for data and analytics, built on what it calls a metadata control plane. Rather than treating AI as a bolt-on chat window, Secoda connects directly to your warehouses, BI tools and other data sources to understand lineage, documentation and metadata first. That governance and context layer is what grounds its AI answers, which is the core of its pitch: trusted answers, fast and at scale.
Side-by-side telemetry comparison of competing AI tools in the same primary category
Initial sync across legacy warehouses took a couple of days to stabilize.
Best metadata governance tool we have integrated into our data stack.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
The product is organized into five areas — AI, search, catalog, monitoring and governance. Secoda AI acts as a 24/7 data analyst and a set of specialized AI agents covering analysis, automation, search, memory, observability, governance, documentation and visualization. The catalog provides a single source of truth with automated documentation and an AI Chrome extension, while automated lineage maps dependencies end to end. Monitoring adds quality scores, query monitoring and proactive alerts, and governance brings policies, access requests and RBAC.
Secoda highlights both technical and non-technical roles, listing value for data leads, engineers, analysts, consumers, governance managers, business operations and product managers. Customer stories emphasize replacing manual table and column documentation and steering people toward AI answers over dashboards for complex questions. The site also notes that Atlassian has acquired Secoda, while the product itself continues to operate with regular monthly updates.
Secoda uses a freemium model with a free trial, so teams can start before committing. Paid plans and an Enterprise tier are available; Enterprise adds self-hosting, SAML/SSO and MFA, SSH tunneling, data encryption and advanced controls. Specific subscription prices are provided by contacting Secoda's team.
| 2 |
| Coda |
| 337.17K |
| -2.9% |
| 38% direct |
| Freemium |
| vs Coda |
| 3 | Bruin | 43.94K | -1.7% | 41% direct | Freemium, Contact for Pricing | vs Bruin |
| 4 | Dagster | 105.56K | -18.5% | 24% direct | Free Trial, Paid, Contact for Pricing | vs Dagster |
| 5 | Credal.ai | 20.88K | -12.7% | 50% direct | Contact for Pricing | vs Credal.ai |
| 6 | Squirro | 12.75K | +12.1% | 40% direct | Contact for Pricing | vs Squirro |

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The enterprise GenAI platform that's proven
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
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Multiplayer AI where people and agents work side by side
Decision infrastructure for governed enterprise AI agents
Give your AI agents live business data they can trust
Zero-ETL data integration with a governed semantic layer for AI