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Market/Categories/Developer & AI Platform/Libra

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

Libragreenbit.ai

Libra is an innovative Vibe Agent designed for efficient operation on Apple's consumer-grade hardware, offering natural language interaction, self-planning, web search, data analysis, and visualization capabilities.

Developer & AI Platformgreenbit.aiTracked since 2026-08-211 discovery source
77Backlinks
34Referring domains
18Domain authority
+0.0%Referring domains · 90 days

Authority & distribution

How strong is Libra’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

77Current snapshot

Referring domains

34Current snapshot

Authority

18Domain authority · category median 22

90-day move

+0.0%Referring domains, last 90 days
At 18, Libra 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.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending Libra traffic?

Measured · Pro

Measured for this product: AI referral traffic.

Unlock this profileOpen the full profile

Product profile

What Libra is selling.

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

“Libra”

Libra is an innovative Vibe Agent designed for efficient operation on Apple's consumer-grade hardware, offering natural language interaction, self-planning, web search, data analysis, and visualization capabilities.

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.greenbit.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Libra.

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 Libra do and what problem does it solve?

Libra is a local AI agent designed to run powerful AI models efficiently on Apple consumer hardware like M1 Macs and later. It solves the problem of enabling advanced AI capabilities, such as natural language interaction, data analysis, and visualization, without requiring powerful cloud servers by using specialized low-bit quantization and resource scheduling techniques. The product's core purpose is to bring powerful AI to your desktop locally.

What features, surfaces, or integrations does Libra offer?

Libra offers a 'Vibe Agent' with features including natural language interaction, self-planning, web search, data analysis, and visualization. Its core technology includes low-bit quantization for compressing large models (like DeepSeek-R1-70B) to run on Apple hardware, an Adaptive Context Management architecture, and a Responsive Orchestration Engine. It integrates with the Apple MLX machine learning inference framework.

How is Libra priced or packaged?

The evidence mentions a 'Pricing' section in the homepage navigation, but no specific pricing details, plans, or models are provided in the supplied data.

What is Libra used for and in what situations?

Libra is used as a local AI assistant for tasks including natural language interaction, self-planning, web search, data analysis, and visualization. It is designed for situations where a user needs the power of large AI models like QwQ 32B or DeepSeek-R1-70B but wants or needs to run them locally on their Apple desktop or laptop for reasons of privacy, cost, or offline access.

Who is Libra for?

Libra is for users with Apple Silicon hardware, specifically macOS 15 and 26 compatible devices (M1 and later), who want to run local AI agents. The product's category is Developer & AI Platform, indicating it serves developers and those interested in AI deployment and on-device AI execution.

What is Libra?

Libra is an innovative 'Vibe Agent' from Greenbit.ai, designed to operate efficiently on Apple's consumer-grade hardware. It offers capabilities like natural language interaction, self-planning, web search, data analysis, and visualization through local AI execution.

Behind the lock

Unlock full Libra intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • 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