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Market/Categories/Developer & AI Platform/Superwise

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

Superwisesuperwise.ai

Superwise provides comprehensive ML observability to monitor, analyze, and maintain the health of machine learning models in production.

Developer & AI Platformsuperwise.aiTracked since 2026-08-211 discovery source
207KBacklinks
896Referring domains
37Domain authority
-5.6%Referring domains · 90 days

Authority & distribution

How strong is Superwise’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

207KCurrent snapshot

Referring domains

896Current snapshot

Authority

37Domain authority · category median 22

90-day move

-5.6%Referring domains, last 90 days
At 37, Superwise 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 Superwise 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 Superwise 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 Superwise is selling.

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

“Superwise”

Superwise provides comprehensive ML observability to monitor, analyze, and maintain the health of machine learning models in production.

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://superwise.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Superwise.

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

What problem does Superwise solve for organizations?

Superwise addresses the business risk of ungoverned AI, including drift, compliance failures, and uncontrolled behavior, which is a growing concern as organizations deploy AI faster than they can govern it. The platform is designed for this challenge, with evidence showing that 63% of organizations that experienced a data breach did not have a formal AI governance policy. Data from the IBM Cost of Data Breach Report, cited on the homepage, supports this urgency.

Who is the target audience for Superwise?

Superwise is targeted at organizations and business teams, particularly in regulated industries, that need to manage AI usage at scale. The platform emphasizes governance for enterprise AI usage across teams and departments, and it provides a 'safe and secure AI chat for business teams'.

What features or components does the Superwise platform include?

The Superwise platform includes two main products: SUPERWISE Sentinel, an AI Gateway and live guardrail layer for observing and managing all AI traffic, and SUPERWISE Chat, a private AI workspace for business teams with built-in guardrails and audit trails. Key features mentioned are runtime protection, policy definition and enforcement, and centralized visibility and control.

How is Superwise priced or packaged?

Evidence indicates there is a free 'Solo Edition' of SUPERWISE Sentinel available with no credit card necessary. The evidence does not provide details on other pricing tiers or packages for the full platform.

What is Superwise used for and in what situations?

Superwise is an Agentic Management Platform used to secure and govern AI across an organization. It provides a live guardrail layer to observe, manage, and enforce policies for every AI interaction, making it suitable for regulated industries that need compliance with standards like SOC 2, HIPAA, and GDPR. The platform is used for runtime safety, PII detection, toxicity filtering, and jailbreak protection for agentic applications.

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 Superwise 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