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Market/Categories/Developer & AI Platform/CVAT

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

CVATcvat.ai

No product description has been published for this domain yet. Everything below is measured directly.

Developer & AI Platformcvat.aiTracked since 2026-08-192 discovery sources
9.3KBacklinks
1.4KReferring domains
26Domain authority
+8.9%Referring domains · 90 days

Authority & distribution

How strong is CVAT’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

9.3KCurrent snapshot

Referring domains

1.4KCurrent snapshot

Authority

26Domain authority · category median 22

90-day move

+8.9%Referring domains, last 90 days
At 26, CVAT 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 CVAT 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 CVAT 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 CVAT is selling.

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

“CVAT”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

Developer & AI PlatformSeen 2026-08-19 → 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://cvat.ai/

Observed across 2 discovery sources.

Research questions

What the evidence answers about CVAT.

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 CVAT do and what problem does it solve?

CVAT is a data annotation platform for vision AI that turns raw images, videos, and 3D data into model-ready datasets. It provides a complete data labeling suite for teams building real-world AI, offering tools for manual and automated annotation, quality control, and team management.

What key features and capabilities does CVAT offer?

CVAT offers an all-in-one data annotation platform with features for images, videos, and 3D point clouds. Core capabilities include importing data from cloud storage, managing projects and team access, labeling with manual tools and AI models like SAM 2 and SAM 3, validating annotations for quality control, and monitoring team progress.

How can CVAT be deployed and what versions are available?

CVAT is available in three versions: CVAT Online is a fully managed cloud platform with free, solo, and team plans. CVAT Enterprise is a self-hosted solution for private infrastructure with SSO, RBAC, and enterprise support. CVAT Community is an open-source, self-hosted edition that is free forever.

Who is CVAT designed for?

CVAT is designed for teams and individuals building vision AI projects. The platform is categorized as a Developer & AI Platform, indicating its core audience is developers and data science teams working on model training and data preparation.

What is CVAT?

CVAT is a complete data labeling suite and data annotation platform for vision AI teams, designed to turn raw visual data into model-ready datasets for training artificial intelligence models.

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 CVAT intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 5 of them do it, and the 23 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