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

ChainMLchainml.net

ChainML is an AI research and development company specializing in AI agent technologies. They offer Council Analytics, a generative AI platform for conversational data analysis, and the open-source Council framework for building production-grade AI agents.

Developer & AI Platformchainml.netTracked since 2026-08-211 discovery source
478Backlinks
203Referring domains
18Domain authority
-8.0%Referring domains · 90 days

Authority & distribution

How strong is ChainML’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

478Current snapshot

Referring domains

203Current snapshot

Authority

18Domain authority · category median 22

90-day move

-8.0%Referring domains, last 90 days
At 18, ChainML 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 ChainML ranks

Measured · Pro

Measured for this product: global rank and country rank.

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AI referral visibility

Which AI assistants are already sending ChainML traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What ChainML is selling.

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

“ChainML”

ChainML is an AI research and development company specializing in AI agent technologies. They offer Council Analytics, a generative AI platform for conversational data analysis, and the open-source Council framework for building production-grade AI agents.

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.chainml.net

Observed across 1 discovery source.

Research questions

What the evidence answers about ChainML.

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 ChainML do and what problem does it solve?

ChainML is an AI research and development company specializing in AI agent technologies. They offer Council Analytics, a generative AI platform for conversational data analysis, and the open-source Council framework for building production-grade AI agents. [Evidence: product.description]

What features, surfaces, or integrations does ChainML offer?

ChainML offers two main products: the Council Analytics generative AI platform and the open-source Council framework. The Council framework is a developer tool for building AI agents, and the platform provides a conversational interface for data analysis. [Evidence: product.description, product.tags]

How is ChainML priced or packaged?

The available evidence does not specify how ChainML is priced or packaged. The Council framework is noted as open-source, but pricing details for the Council Analytics platform are not provided. [Evidence: product.description]

What is ChainML used for and in what situations?

ChainML is used for building and deploying production-grade AI agents and for performing conversational data analysis. The Council framework is for developers building agents, while Council Analytics provides a generative AI platform for data analysis tasks. [Evidence: product.description]

Who is ChainML for?

ChainML is for developers and organizations building production-grade AI agent systems and needing advanced data analysis tools. The taxonomy categorizes it as a Developer & AI Platform, indicating its primary audience. [Evidence: product.description, taxonomy.name_en]

What is ChainML?

ChainML is an AI research and development company specializing in AI agent technologies, offering a generative AI platform and an open-source framework for developers. [Evidence: product.description]

Behind the lock

Unlock full ChainML 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