MCP简体中文Upgrade
Market/Categories/Data & Analytics/Kumo AI

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

Kumo AIkumo.ai

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. Leverage Relational Deep Learning and Graph Transformers for faster, more impactful AI applications.

Data & Analyticskumo.aiTracked since 2026-08-211 discovery source
2.9KBacklinks
940Referring domains
29Domain authority
+14.8%Referring domains · 90 days

Authority & distribution

How strong is Kumo AI’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

2.9KCurrent snapshot

Referring domains

940Current snapshot

Authority

29Domain authority · category median 22

90-day move

+14.8%Referring domains, last 90 days
At 29, Kumo AI 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.

See the trajectoryOpen the full profile

Traffic & engagement

Where Kumo AI ranks

Measured · Pro

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

Unlock this profileOpen the full profile

AI referral visibility

Which AI assistants are already sending Kumo AI traffic?

Measured · Pro

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

Unlock this profileOpen the full profile

Product profile

What Kumo AI is selling.

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

“Kumo AI”

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. Leverage Relational Deep Learning and Graph Transformers for faster, more impactful AI applications.

Data & AnalyticsSeen 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://kumo.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Kumo AI.

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 Kumo AI do and what problem does it solve?

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. It leverages Relational Deep Learning and Graph Transformers to create faster, more impactful AI applications. This is described on its homepage.

What is Kumo AI used for and in what situations?

Kumo AI is used for training AI models for predictive and embedding tasks directly on relational data. The platform is designed for situations where developers want to build AI applications without the traditional feature engineering process. This is stated in its product description.

What is Kumo AI?

Kumo AI is a platform that enables the training of AI models for predictions and embeddings directly on relational data, using techniques like Relational Deep Learning and Graph Transformers. It aims to eliminate the need for feature engineering in AI application development.

3 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 Kumo AI intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 2 of them do it, and the 4 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