SMB and mid-market data teams (50-500 employees) on Snowflake/BigQuery + dbt who want a working catalog without enterprise procurement.
Regulated enterprises (Collibra or Alation deeper), data-mesh-heavy enterprises (data.world fits paradigm), or teams that require on-prem governance.
Is Secoda a trustworthy vendor?
- 2022-08-30$6M seed round (Y Combinator alumni)
- 2023-10-04$14M Series A led by Craft VenturesRound positions Secoda as the SMB and mid-market modern catalog leader.
- 2024-11-19AI assistant GA across all tiers
- 2025-09-22Column-level lineage GA with dbt parser
What 110 reviews actually say
Synthesized from G2, Capterra, Reddit, Trustpilot. Patterns >15% prevalence shown.
Praise patterns
- Genuine time-to-value, working catalog within days87% →
- AI auto-documentation actually useful on real metadata78% ↑
- Public pricing rare in this category and appreciated64% →
- Modern stack defaults work out of the box51% →
Complaint patterns
- Enterprise governance depth trails Collibra and Atlan47% →
- Smaller installed base, fewer upper-mid-market references41% →
- Connector ecosystem narrower than the leaders38% →
- AI assistant quality variable on metadata-light environments31% ↓
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“We replaced a Confluence-as-catalog mess with Secoda in two weeks. The AI documentation cut our backlog more than the discovery surface did.”
Analytics Engineering Lead, SaaS· G2 · 2026-04-02
What buyers actually pay
92 anonymized deal disclosures · last updated 2026-05-01
| Company size | Median annual |
|---|---|
| 10-50 employees | $7,200 |
| 50-200 employees | $24,000 |
| 200-500 employees | $60,000 |
Auto-verified certifications
Editorial: Strengths
- Clear public pricing (rare in this category)
- Genuine time-to-value, days not months
- AI assistant for auto-documentation and discovery
- Modern stack defaults (Snowflake, BigQuery, dbt, Looker)
- Slack-first collaboration
- Strong SMB and mid-market fit
- Active product velocity
Editorial: Weaknesses
- Enterprise governance depth trails Collibra and Atlan
- Smaller installed base, fewer upper-mid-market references
- Series A stage creates some renewal anchoring concerns at small accounts
- Connector ecosystem narrower than the leaders
- Less mature on regulated and on-prem deployment requirements
Key features & integrations
- +AI-assisted auto-documentation
- +Column-level lineage (warehouse + dbt)
- +Slack-first collaboration
- +Business glossary
- +Metadata search and discovery
- +Question and answer module for analyst self-serve
- +Modern stack-native integrations
- +Public pricing with self-serve onboarding
Read our full ranking of Data Catalog Software
Secoda ranks #5 in our editorial review of 10 data catalog software platforms. The deep-dive covers methodology, comparison tables, decision matrix, migration scoring, and FAQs.
Read the full rankingClosest alternatives in Data Catalog Software
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