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Market/Categories/Developer & AI Platform/Calmo

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

Calmogetcalmo.com

Debug Production x10 Faster with AI.

Developer & AI Platformgetcalmo.comTracked since 2026-08-192 discovery sources
197Backlinks
108Referring domains
14Domain authority
-1.0%Referring domains · 90 days

Authority & distribution

How strong is Calmo’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

197Current snapshot

Referring domains

108Current snapshot

Authority

14Domain authority · category median 22

90-day move

-1.0%Referring domains, last 90 days
At 14, Calmo 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

Traffic & engagement

Where Calmo 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 Calmo traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Calmo is selling.

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

“Calmo”

Debug Production x10 Faster with AI.

Developer & AI PlatformSeen 2026-08-19 → 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://getcalmo.com/

Observed across 2 discovery sources.

Research questions

What the evidence answers about Calmo.

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 Calmo do, and what problem does it solve?

Calmo is an agent-native SRE platform that automates incident response and root cause analysis to help teams debug production issues faster. It analyzes every alert and builds initial theories before a human investigation starts, operating across code, infrastructure, and telemetry.

In what situations is Calmo used?

Calmo is used for delegating complete tasks like incident response, root cause analysis, alert triage, migrations, postmortem generation, and performance optimization without changing existing workflows. It helps teams reduce alert noise and focus on real issues.

What features or components does Calmo offer?

Calmo offers an agent-native platform with features including autonomous incident investigation, parallel hypothesis validation, and a playbook & SOP library for AI-powered investigations. It includes the Calmo Bridge IDE built for SREs.

How does Calmo help reduce mean time to resolution (MTTR)?

Calmo helps cut MTTR by pursuing multiple hypotheses simultaneously and validating each against real evidence from production systems, moving teams from symptoms to root cause in minutes. It also analyzes every alert to build initial theories instantly.

Who is Calmo for?

Calmo is for SREs and engineering teams, as its DevOps agents work on macOS/Linux and Windows. It enables any engineer to resolve production issues and captures tribal knowledge for new teammates.

What is Calmo?

Calmo is an agent-native SRE platform that uses AI agents for tasks like incident response and root cause analysis, designed to delegate complete DevOps tasks without changing existing workflows.

Behind the lock

Unlock full Calmo 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