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Market/Categories/Developer & AI Platform/DBmarlin

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

DBmarlindbmarlin.com

DBmarlin is an AI-powered database observability platform designed to monitor performance, track changes, and provide actionable insights for optimizing various database systems.

Developer & AI Platformdbmarlin.comTracked since 2026-08-211 discovery source
365Backlinks
95Referring domains
16Domain authority
-9.4%Referring domains · 90 days

Authority & distribution

How strong is DBmarlin’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

365Current snapshot

Referring domains

95Current snapshot

Authority

16Domain authority · category median 22

90-day move

-9.4%Referring domains, last 90 days
At 16, DBmarlin sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where DBmarlin ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending DBmarlin traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What DBmarlin is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“DBmarlin”

DBmarlin is an AI-powered database observability platform designed to monitor performance, track changes, and provide actionable insights for optimizing various database systems.

Developer & AI PlatformSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://www.dbmarlin.com

Observed across 1 discovery source.

Research questions

What the evidence answers about DBmarlin.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does DBmarlin do?

DBmarlin is an AI-powered database observability platform that monitors performance and tracks changes across various database systems. It provides actionable insights and an AI Co-pilot to help users understand and optimize database performance without needing expert knowledge.

What key features does DBmarlin offer?

DBmarlin provides a single product for monitoring multiple database platforms, capturing SQL statement text and wait states, auto-detecting changes to schema objects and parameters, registering events like code releases, and offering AI insights for tuning. It features a modern user interface designed for both experts and non-experts.

Which database platforms does DBmarlin support?

DBmarlin supports monitoring for over 12 database platforms, including MySQL, PostgreSQL, MariaDB, Oracle, SQL Server, CockroachDB, IBM DB2, Informix, SAP HANA, and SAP ASE. It works with databases deployed both on-premises and in the cloud.

What is the pricing or packaging model for DBmarlin?

DBmarlin offers a free license that includes monitoring for one database instance. It requires no agents and can be deployed as self-hosted or in the cloud.

Who is DBmarlin designed for?

DBmarlin is designed for anyone needing to ensure database performance, from developers to DBAs. It aims to democratize database performance management, making it accessible to users without specialist tuning expertise.

5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full DBmarlin intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured