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Market/Categories/Developer & AI Platform/Dagster

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

Dagsterdagster.io

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

Developer & AI Platformdagster.ioTracked since 2026-08-211 discovery source
19KBacklinks
3.1KReferring domains
35Domain authority
+17.2%Referring domains · 90 days

Authority & distribution

How strong is Dagster’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

19KCurrent snapshot

Referring domains

3.1KCurrent snapshot

Authority

35Domain authority · category median 22

90-day move

+17.2%Referring domains, last 90 days
At 35, Dagster sits above 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 Dagster 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 Dagster traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What Dagster is selling.

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

“Dagster”

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

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://dagster.io

Observed across 1 discovery source.

Research questions

What the evidence answers about Dagster.

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

Who is the target audience for Dagster?

Dagster is designed for data engineers and teams that build and manage data platforms. The product description explicitly states it is for data engineers to build and manage data platforms. The homepage mentions it helps teams and AI agents rely on data.

What are the core features or capabilities of the Dagster platform?

The Dagster platform offers four core capabilities: Orchestrate (building asset-based pipelines), Observe (seeing lineage and data health), Activate (using Dagster+AI to build data agents), and Scale (using reusable components and guardrails). The homepage states it enables rapid development, testing, and confident deployment of data pipelines.

In what situations or for what use cases is Dagster used?

Dagster is used for building, scheduling, and monitoring data pipelines, which is a core data engineering task. It is used to ensure data quality and freshness, automate data operations, and provide operational context for both human teams and AI agents. Measured data shows it has been used to automate over 1000 dbt models with zero downtime.

What is Dagster and what problem does it solve?

Dagster is a data orchestrator platform that helps data engineers build, schedule, and monitor reliable data pipelines. It solves the problem of bad data breaking decisions by providing a trust layer for an entire data stack. Measured product data shows it enables features like 14x fresher data and 90x faster developer onboarding.

What is Dagster?

Dagster is a modern data orchestrator platform described as the 'operational layer' for building, observing, and delivering data. It is a Developer & AI Platform tool focused on data orchestration, as categorized in the directory. The platform emphasizes AI-native DataOps capabilities.

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 Dagster intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 4 of them do it, and the 10 pages they land on.
  • 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