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Market/Categories/Developer & AI Platform/Kiro

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

Kirokiro.dev

No product description has been published for this domain yet. Everything below is measured directly.

Developer & AI Platformkiro.devTracked since 2026-08-192 discovery sources
41.5KBacklinks
4.5KReferring domains
40Domain authority
+33.0%Referring domains · 90 days

Authority & distribution

How strong is Kiro’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

41.5KCurrent snapshot

Referring domains

4.5KCurrent snapshot

Authority

40Domain authority · category median 22

90-day move

+33.0%Referring domains, last 90 days
At 40, Kiro 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.

See the trajectoryOpen the full profile

Traffic & engagement

Where Kiro 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 Kiro 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 Kiro is selling.

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

“Kiro”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

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://kiro.dev/?ref=futuretools.io

Observed across 2 discovery sources.

Research questions

What the evidence answers about Kiro.

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 Kiro solve for developers?

Kiro moves beyond basic AI coding to provide agentic engineering, helping developers turn prompts into structured requirements and ship maintainable code. It addresses the gap where unit tests pass but code doesn't match intent by using property-based tests and automated reasoning to catch bugs missed by traditional testing.

Who is the target audience for Kiro?

Kiro is built for developers and teams, including enterprise users. It helps them do their best work by providing tools for spec-driven development and parallel agents, and it is operated by AWS with enterprise-grade security, reliability, and administration controls.

What features and capabilities does Kiro offer?

Kiro offers spec-driven development, parallel AI agents, property-based tests, and integration with tools like Figma and Terraform. It includes a CLI that works with many shells and CLIs, an IDE supporting Open VSX extensions, and compatibility with the Agent Client Protocol (ACP), AGENTS.md, Skills.md, and MCP.

How is Kiro priced or packaged?

Kiro uses a credit-based pricing model with no daily or weekly rate limits and pre-paid overages. This allows users to code without unexpected interruptions, and it is offered as an enterprise-grade product with predictable costs.

Which AI models does Kiro support?

Kiro is powered by models including Anthropic Claude and open-weight models. It also offers an 'Auto' mode that selects the best model for a task based on complexity, model quality, latency, and cost.

What is Kiro used for, and in what situations?

Kiro is used for spec-driven development, implementing features with parallel AI agents, and catching edge-case bugs with property-based tests. It is suitable for building software across large codebases, planning from spec to pull request, and running headless code reviews in CI/CD pipelines.

Behind the lock

Unlock full Kiro 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 24 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