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Market/Categories/Developer & AI Platform/Opik

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

Opikcomet.com

Evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle.

Developer & AI Platformcomet.comTracked since 2026-08-191 discovery source
37.1KBacklinks
3.3KReferring domains
34Domain authority
+9.3%Referring domains · 90 days

Authority & distribution

How strong is Opik’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

37.1KCurrent snapshot

Referring domains

3.3KCurrent snapshot

Authority

34Domain authority · category median 22

90-day move

+9.3%Referring domains, last 90 days
At 34, Opik 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 Opik 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 Opik 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 Opik is selling.

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

“Opik”

Evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle.

Developer & AI PlatformSeen 2026-08-19 → 2026-08-19Coverage 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.comet.com/site/products/opik

Observed across 1 discovery source.

Research questions

What the evidence answers about Opik.

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 Opik do, and what problem does it solve?

Opik is an open-source AI observability platform designed to help developers test, ship, and continuously improve agentic systems. It provides a suite of tools to evaluate, test, and ship LLM applications, calibrating language model outputs across the development and production lifecycle.

What does Opik offer - what features, surfaces, or integrations are included?

Opik offers a suite of AI observability tools. Its homepage highlights a focus on 'AI Observability & Evals for the Agentic Era,' providing an end-to-end platform for the agentic systems lifecycle.

How is Opik priced or packaged?

Opik is described as an open-source platform, indicating it is available under an open-source license. The specific pricing or packaging details are not provided in the evidence.

What category is Opik classified under?

Opik is classified under the 'Developer & AI Platform' category. The taxonomy identifies it as an open-source AI observability platform for testing and monitoring LLM applications, matching core developer tooling for AI systems.

How does Opik compare with the median product in its category?

The category 'Developer & AI Platform' contains 2,619 products. The median domain authority for products in this category is 22. Specific metrics for Opik itself cannot be attributed from the available evidence.

What is Opik used for, and in what situations?

Opik is used for the observability, evaluation, and testing of LLM applications, particularly agentic systems. It is used during the development and production lifecycle to calibrate and improve language model outputs.

Who is Opik for?

Opik is for developers building, testing, and shipping LLM applications and agentic systems. It is part of the developer tools category focused on AI infrastructure and DevOps.

Behind the lock

Unlock full Opik intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 6 of them do it, and the 17 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