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Market/Categories/Developer & AI Platform/Liminal

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

Liminalliminal.ai

Liminal is a platform enabling enterprises to securely deploy and manage generative AI across their workflows, ensuring data security, governance, and observability.

Developer & AI Platformliminal.aiTracked since 2026-08-211 discovery source
929Backlinks
272Referring domains
20Domain authority
+17.9%Referring domains · 90 days

Authority & distribution

How strong is Liminal’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

929Current snapshot

Referring domains

272Current snapshot

Authority

20Domain authority · category median 22

90-day move

+17.9%Referring domains, last 90 days
At 20, Liminal 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 Liminal 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 Liminal 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 Liminal is selling.

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

“Liminal”

Liminal is a platform enabling enterprises to securely deploy and manage generative AI across their workflows, ensuring data security, governance, and observability.

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.liminal.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Liminal.

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 Liminal do for enterprises?

Liminal is a platform enabling enterprises to securely deploy and manage generative AI across their workflows, ensuring data security, governance, and observability. The platform provides unlimited, secure access to leading AI models while maintaining complete data protection and control.

What problem does Liminal solve?

Liminal solves the problem of securely and safely leveraging AI within enterprises, especially in regulated industries. It allows organizations to access AI models and internal data without compromising security, governance, or oversight.

What features or components does Liminal offer?

Liminal offers a multi-model AI platform with components like Liminal Spaces for leveraging internal data, Liminal Connected Data for unified access, Liminal Console for AI governance, and Liminal Insights for measuring business impact. It provides granular security, customizable access management, and real-time observability.

How is Liminal priced or packaged?

The evidence does not provide specific details on Liminal's pricing or packaging model. The homepage invites users to 'Get a demo' for more information.

Who is Liminal for?

Liminal is for enterprises, particularly those in regulated industries that need to securely deploy and manage generative AI. The homepage states that the world's leading regulated organizations trust Liminal.

What is Liminal?

Liminal is a secure, multi-model AI platform that allows regulated enterprises to run leading AI models with complete data security, oversight, and observability. It is categorized as a Developer & AI Platform tool.

Behind the lock

Unlock full Liminal intelligence.

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