Overview
Summary
The useful answer before the supporting detail.
Kiro is an agentic development environment that helps developers ship real engineering work with the help of AI agents S1. It is used by developers and teams to build software from prototype to production, solving the problem of integrating AI agents into the development workflow S5. Its practical value lies in features like Plan mode and Feature Specs that structure AI-driven development, and Crew for parallel agents S14 S19.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Kiro is an agentic development environment built and operated by a small team within AWS S1.
- Core purpose: It makes it easy for developers to ship real engineering work with AI agents S1.
- Intended users: Developers and teams building software from prototype to production S5.
- Product scope: A development environment with IDE, CLI, and Crew components, not just a single app S19 S14.
- Positioning: Positioned as reinventing how developers work with AI agents, moving beyond AI coding to agentic engineering S1 S94.
- Claimed distinction: Claims to provide structured input and contextual information that current IDEs lack for effective agent collaboration S1.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Developers | Build features with structured requirements and design using Feature Specs S20. |
| Teams | Collaborate on complex features with shared artifacts and audit trails S20 S14. |
| Startup founders | Develop business-critical assets in-house efficiently S94. |
| Open source developers | Create projects like games using Kiro's capabilities S94. |
| Cloud architects | Design AWS solutions with spec-driven development S94. |
Traffic and search
Search summary
The useful answer before the supporting detail.
Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session. kiro.dev: an estimated 3,185,249 total monthly visits and about 32,546 monthly organic visits across 2,140 ranking keywords. Scout crawled 15 pages and measured a technical health score of 96/100.
- Total traffic (modeled): 3,185,249 monthly visits across all channels.
- Organic search traffic (estimated): 32,546 monthly visits from search.
- Strongest sampled ranking: amazon kiro at position 1.
- Leading page in the collected evidence: https://kiro.dev/.
- Closest measured organic competitor: aws.amazon.com, appearing 3 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 96/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session. | https://kiro.dev/ |
| other | Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session. | https://kiro.dev/ |
| other | 🔥 $20 credit when you first sign up for a paid plan using social login or Builder ID ↗🎃 Build something wicked: Kiroween hackathon ↗Software factory with Kiro Crew | https://kiro.dev/ |
| other | “All tests passed” doesn’t mean the code matches your intent. Before writing code, Kiro checks your requirements for contradictions and gaps using automated reasoning techniques. Then it checks behavior with property-based tests (like fuzz testing) which assert rules that must hold across all inputs instead of checking a few examples. | https://kiro.dev/ |
| other | auto1.0x baseline credit costKiro picks the best model for each taskgpt-5.6-sol4.4x the credit cost of AutoHardest multi-step work with a 1M context windowgpt-5.6-terra2.2x the credit cost of AutoBalanced tier for everyday agentic workgpt-5.6-luna0.6x the credit cost of AutoFastest, lowest-cost GPT-5.6 tier for high-frequency tasksclaude-fable-5.16.0x the credit cost of AutoEnterprise preview with a 1M context window, US East onlyclaude-opus-5.52.0x the credit cost of AutoDemanding agentic coding and knowledge work with a 1M context windowclaude-sonnet-5.51.3x the credit cost of AutoFast scoped coding and agentic work with a 1M context windowclaude-opus-52.2x the credit cost of AutoHighest reliability for sustained multi-file and multi-agent workclaude-opus-4.82.2x the credit cost of AutoPrevious Opus generationclaude-opus-4.72.2x the credit cost of AutoPrevious Opus generationclaude-opus-4.62.2x the credit cost of AutoPrevious Opus generationclaude-opus-4.52.2x the credit cost of AutoPrevious Opus generationclaude-sonnet-51.3x the credit cost of AutoNear-Opus agentic coding at a lower costclaude-sonnet-4.61.3x the credit cost of AutoPrevious Sonnet generationclaude-sonnet-4.51.3x the credit cost of AutoPrevious Sonnet generationclaude-sonnet-41.3x the credit cost of Auto\[EOL\] Hybrid reasoning and coding for regular use. Model reaches end of life on October 14, 2026.claude-haiku-4.50.4x the credit cost of AutoFast and frugal for quick iterations and sub-agentskimi-k32.4x the credit cost of AutoLong-running coding and knowledge work with a 1M context windowdeepseek-3.20.25x the credit cost of AutoOpen-weight model from DeepSeekminimax-m2.50.25x the credit cost of AutoFrontier coding at low cost across the development lifecycleglm-50.5x the credit cost of AutoRepo-scale agentic work across large codebasesminimax-m2.10.15x the credit cost of AutoPrevious MiniMax generationqwen3-coder-next0.05x the credit cost of AutoLong coding sessions on a budget with strong error | https://kiro.dev/ |
| other | Set `auto` as default model for `default`Global default for new sessions… | https://kiro.dev/ |
| other | Add rate limiting to the /export endpoint and write property tests for it. | https://kiro.dev/ |
| other | Choose the best model for every task: Anthropic Claude, OpenAI GPT, open-weight models like DeepSeek and Qwen, or Auto, which picks the best model for the task based on complexity, factoring in model quality, latency, and cost. Try it: open the model menu, type to filter, pick a model, then set its reasoning effort. | https://kiro.dev/ |
| other | Built for the way you work | https://kiro.dev/ |
| other | Built on open standards | https://kiro.dev/ |
| other | Built and operated by AWS, Kiro benefits from the same security, reliability, and privacy standards and controls trusted by millions of customers. Kiro offers IAM and SSO authentication, usage dashboards, cost management controls, IP indemnity with model exclusions, governance, and administration controls you’d expect from an enterprise-grade product. | https://kiro.dev/ |
| other | Kiro for enterprise | https://kiro.dev/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Monthly visits3,185,249
Global rank#16,657
Top-country rankIN #6,114
Bounce rate37.5%
Pages per visit3.74
Visit duration2m 35s
| Month | Modeled visits |
|---|---|
| 2026-04 | 2,643,132 |
| 2026-05 | 3,788,010 |
| 2026-06 | 3,788,832 |
| 2026-07 | 3,228,704 |
| 2026-08 | 3,178,803 |
| 2026-09 | 3,185,249 |
Six-month trafficModeled monthly visits
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| IN | India | 16.8% |
| US | United States | 15.2% |
| ID | Indonesia | 7.8% |
| CN | China | 7.5% |
| BR | Brazil | 6.3% |
16.8%India
India16.8%United States15.2%Indonesia7.8%China7.5%Brazil6.3%Other46.4%
Domain identity
| Signal | Value |
|---|---|
| Registered | Mar 1, 2019 |
| Last changed | Oct 10, 2025 |
| Expires | Mar 1, 2027 |
| WHOIS server | — |
| DNSSEC | Not signed |
| Nameservers | ns-1033.awsdns-01.org, ns-126.awsdns-15.com, ns-1887.awsdns-43.co.uk, ns-773.awsdns-32.net |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| kiro | 239,440 | $2.48 | $188,460 |
| kiro ai | 64,770 | $1.74 | $57,410 |
| codex | 5,131,500 | $3.27 | $33,080 |
| lovable | 2,049,530 | $0.94 | $30,700 |
| cursor | 2,003,070 | $4.30 | $30,260 |
Independent Google result page
Query: amazon kiro
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Kiro: Move beyond AI coding to agentic engineering | https://kiro.dev/ | Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, ... |
| 2 | Kiro Documentation - AWS | https://aws.amazon.com/documentation-overview/kiro/ | Kiro is an agentic coding service that works alongside you to turn prompts into detailed specs, then into working code, docs, and tests. |
| 3 | Amazon's new Claude-powered spec-driven IDE (Kiro ... | https://www.reddit.com/r/ClaudeAI/comments/1lzsvot/amazons_new_claudepowered_specdriven_ide_kiro/ | Amazon just released their Kiro IDE like two hours ago which feels like Cursor but the main difference is its designed to bring structure to vibe-coded ... |
| 4 | Amazon's NEW AI IDE is Actually Different (in a good way!) – Kiro | https://www.youtube.com/watch?v=Z9fUPyowRLI | Amazon just dropped Kiro, a VS Code fork that introduces "spec-driven development" - a revolutionary approach that plans before coding. |
| 5 | Kiro Agentic AI IDE: Beyond a Coding Assistant - Full Stack ... | https://repost.aws/articles/AROjWKtr5RTjy6T2HbFJD_Mw/%F0%9F%91%BB-kiro-agentic-ai-ide-beyond-a-coding-assistant-full-stack-software-development-with-spec-driven-ai | it's an agentic IDE that stands on Code OSS platform with the product brand "Kiro". It's unlike any other Amazon product launch. |
| 6 | Developing with Kiro: Amazon's New Agentic IDE | https://yehudacohen.substack.com/p/developing-with-kiro-amazons-new | Kiro shines when you invest time upfront in creating detailed specifications that are detailed enough for autonomous execution. |
Important pages
Pages earning the most estimated search traffic in the sample.
| URL | Ranking keywords | Estimated traffic | Best position |
|---|---|---|---|
| https://kiro.dev/ | 13 | 1,617.3 | 1 |
| https://kiro.dev/pricing/ | 2 | 130.7 | 1 |
| https://kiro.dev/cli/ | 2 | 42.6 | 1 |
| https://kiro.dev/downloads/ | 1 | 21.3 | 1 |
| https://kiro.dev/docs/steering/ | 1 | 9.1 | 1 |
| https://kiro.dev/web/ | 1 | 9.1 | 1 |
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| other | Kiro: Move beyond AI coding to agentic engineering | 2,237 | new | https://kiro.dev/ |
| pricing | Pricing - Kiro | 2,240 | new | https://kiro.dev/pricing/ |
| pricing | Billing - Docs - Kiro | 1,532 | new | https://kiro.dev/docs/billing/ |
| pricing | Purchasing add-on credits - Billing - Docs - Kiro | 1,350 | new | https://kiro.dev/docs/billing/add-on-credits/ |
| pricing | Cancelling your plan - Billing - Docs - Kiro | 1,163 | new | https://kiro.dev/docs/billing/cancelling/ |
| pricing | Contacting billing support - Billing - Docs - Kiro | 1,304 | new | https://kiro.dev/docs/billing/contact-support/ |
| pricing | Deleting your account - Billing - Docs - Kiro | 1,097 | new | https://kiro.dev/docs/billing/deleting-account/ |
| pricing | Downgrading your plan - Billing - Docs - Kiro | 1,132 | new | https://kiro.dev/docs/billing/downgrading/ |
| pricing | Managing your payments - Billing - Docs - Kiro | 1,361 | new | https://kiro.dev/docs/billing/managing/ |
| pricing | Managing your taxes - Billing - Docs - Kiro | 1,216 | new | https://kiro.dev/docs/billing/managing-taxes/ |
| pricing | Managing usage notifications - Billing - Docs - Kiro | 656 | new | https://kiro.dev/docs/billing/proactive-usage-notifications/ |
| pricing | Related questions - Billing - Docs - Kiro | 2,181 | new | https://kiro.dev/docs/billing/related-questions/ |
| pricing | Managing your subscription - Billing - Docs - Kiro | 619 | new | https://kiro.dev/docs/billing/subscription-portal/ |
| pricing | Upgrading your plan - Billing - Docs - Kiro | 823 | new | https://kiro.dev/docs/billing/upgrading/ |
| pricing | Billing - Enterprise - Docs - Kiro | 1,058 | new | https://kiro.dev/docs/enterprise/billing/ |
Features
No supporting public-page evidence was collected for this category.
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | Get $20 credited toward your subscription when you first upgrade to a paid plan using social login or AWS Builder ID. | https://kiro.dev/pricing/ |
| pricing | per user / month | https://kiro.dev/pricing/ |
| pricing | Add-on credits ($0.04/credit) | https://kiro.dev/pricing/ |
| pricing | Kiro for enterpriseCentralized billing, SSO, usage analytics, and enterprise security controls. | https://kiro.dev/pricing/ |
| pricing | Contact salesEnterprise features | https://kiro.dev/pricing/ |
| pricing | \* Users on the Free Tier who signed up with social logins or AWS Builder ID have access to Claude Sonnet 4.5 and open weight models such as Qwen3 Coder Next, DeepSeek 3.2, and MiniMax M2.1. Access is subject to rate limits. | https://kiro.dev/pricing/ |
| pricing | \*\* Paid plan users have access to open weight and premium models, including Auto, Claude Sonnet 5 and Claude Opus 5. Not all premium models are available in all countries/regions. | https://kiro.dev/pricing/ |
| pricing | Prices are exclusive of applicable taxes and duties, including VAT and applicable sales tax. For customers with a Japanese billing address, use of Kiro is subject to Japanese Consumption Tax. | https://kiro.dev/pricing/ |
| pricing | How does Kiro pricing work? | https://kiro.dev/pricing/ |
| pricing | Kiro offers flexible pricing tiers designed around how developers use Kiro. New users can start with the perpetual Kiro Free tier, which includes 50 credits. The Free Tier includes access to open weight models and Claude Sonnet 4.5, with limits. You can upgrade to paid tiers ranging from Pro ($20/month), Pro+ ($40/month), Pro Max ($100/month), to Power ($200/month) for increased capacity. Paid tiers allow purchasing add-on credits to continue using Kiro beyond plan limits. Plans for teams include flexible overages available at $0.04 per additional credit. Kiro prices shown do not include applicable taxes or duties (such as VAT or sales tax) unless explicitly noted. Note that if you have a Japanese billing address, Japanese Consumption Tax will apply to your Kiro usage. The amount of tax collected depends on many factors, including, but not limited to, your Tax Registration Number ("TRN" or Tax ID), and billing address. Kiro in GovCloud pricing is approximately 20% higher than commercial pricing and does not include the Free tier. Kiro processes paid subscriptions on the 1st day of each calendar month. | https://kiro.dev/pricing/ |
| pricing | The first time you upgrade to any Kiro paid plan, you get $20 credited towards your subscription when using Kiro via social login or Builder ID (not AWS Identity Center). Upgrading to a paid subscription requires a valid credit card. Kiro processes paid subscriptions on the 1st day of each calendar month. Let’s assume you first upgrade to a Kiro Pro plan ($20/month) on the 15th of June, for example, here’s how the sign-up bonus would work for you: you’d get credited $20 \* 15/30 days left in June, which is $10. on July 1st, your card would get charged for (July subscription price) - (remaining free trial credit), which is $20 - ($20 \* 15/30) = $10. | https://kiro.dev/pricing/ |
| pricing | You can see the monthly credit limits for your plan, the number of credits used, and credits remaining in your subscription dashboard accessible in Kiro. Credit usage is updated at least every 5 minutes. | https://kiro.dev/pricing/ |
| pricing | Yes — how it works depends on your plan: \*\*When signing in with social login or AWS Builder ID (Pro, Pro+, Pro Max, Power):\*\* Purchase add-on credits to continue working. Credits cost $0.04 each, are billed immediately when you buy a pack, and you control exactly how much extra capacity to add. Packs range from $5 (125 credits) to $100. Unused add-on credits roll over and expire 12 months from the date of purchase. See \Add-on credits\ for details. \*\*Enterprise:\*\* Admins can enable overages so users keep working past their limits automatically. Additional usage is billed at $0.04 per credit at month-end based on usage beyond the plan allocation. Overages are disabled by default and must be enabled in the Kiro console settings. | https://kiro.dev/pricing/ |
| pricing | For team usage, each developer needs their own subscription. Learn about \team billing and management features\. | https://kiro.dev/pricing/ |
| pricing | Usage limits reset at the start of each billing month. Unused credits do not roll over to the next month. | https://kiro.dev/pricing/ |
| pricing | When signing in with social login or AWS Builder ID, you can purchase a Kiro paid plan with a billing address in Afghanistan, Algeria, Angola, Antigua and Barbuda, Argentina, Armenia, Aruba, Australia, Austria, Azerbaijan, Bangladesh, Belgium, Belize, Bermuda, Bhutan, Bolivia, Bosnia and Herzegovina, Botswana, Brazil, Brunei, Bulgaria, Burkina Faso, Burundi, Cambodia, Canada, Cape Verde, Cayman Islands, Central African Republic, Chad, Chile, China, Colombia, Comoros, Congo, Cook Islands, Costa Rica, Croatia, Curacao, Cyprus, Czech Republic, Democratic Republic of the Congo, Denmark, Djibouti, Dominica, Dominican Republic, East Timor, Ecuador, El Salvador, Equatorial Guinea, Eritrea, Estonia, Ethiopia, Falkland Islands, Fiji, Finland, France, French Guiana, Gabon, Gambia, Germany, Gibraltar, Greece, Greenland, Grenada, Guatemala, Guinea, Guinea-Bissau, Guyana, Haiti, Honduras, Hong Kong SAR, Hungary, India, Indonesia, Iraq, Ireland, Israel, Italy, Jamaica, Japan, Jordan, Kiribati, Kosovo, Latvia, Lebanon, Lesotho, Liberia, Libya, Lithuania, Luxembourg, Macao SAR, Macedonia, Madagascar, Malawi, Malaysia, Maldives, Mali, Malta, Mauritania, Mexico, Mongolia, Montenegro, Morocco, Mozambique, Myanmar, Namibia, Nauru, Nepal, Netherlands, New Zealand, Nicaragua, Niger, Norway, Palestinian Territories, Panama, Papua New Guinea, Paraguay, Philippines, Poland, Portugal, Qatar, Romania, Rwanda, Saint Kitts and Nevis, Saint Lucia, Saint Vincent and the Grenadines, Samoa, San Marino, Seychelles, Sierra Leone, Singapore, Slovakia, Slovenia, Solomon Islands, Somalia, South Africa, South Korea, South Sudan, Spain, Sri Lanka, Swaziland, Sweden, Switzerland, Tajikistan, Tanzania, Thailand, Togo, Tonga, Trinidad and Tobago, Tunisia, Turkmenistan, Tuvalu, United Arab Emirates, United Kingdom, United States of America, Uruguay, Uzbekistan, Vanuatu, Vatican City State, Venezuela, and Yemen. More countries or regions will be added soon. Enterprise plans are purchased and billed through AWS | https://kiro.dev/pricing/ |
| pricing | Is Kiro Web included in my current plan or will I be charged extra? | https://kiro.dev/pricing/ |
| pricing | Is Kiro pricing different in AWS GovCloud (US) Regions? | https://kiro.dev/pricing/ |
| pricing | Yes, Kiro pricing in \AWS GovCloud\ (US) Regions is approximately 20% higher than standard commercial region pricing. All Kiro subscription tiers (Pro, Pro+, Pro Max, and Power) are subject to this regional pricing adjustment when accessed through AWS GovCloud (US) Regions. | https://kiro.dev/pricing/ |
| pricing | Is the free tier available for Enterprise or AWS GovCloud (US) Regions? | https://kiro.dev/pricing/ |
Integrations and supported platforms
No supporting public-page evidence was collected for this category.
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-18T22:55:14.933Z. Movement appears after the next fresh analysis using the same location and language.
| Keyword | Current | Previous | Movement | Volume | Ranking URL |
|---|---|---|---|---|---|
| amazon kiro | 1 | Baseline | Baseline | 4,400 | https://kiro.dev/ |
| aws kiro pricing | 1 | Baseline | Baseline | 320 | https://kiro.dev/pricing/ |
| amazon ide | 1 | Baseline | Baseline | 170 | https://kiro.dev/ |
| amazon kiro ide | 1 | Baseline | Baseline | 170 | https://kiro.dev/ |
| aws ide | 1 | Baseline | Baseline | 140 | https://kiro.dev/ |
| aws kiro ide | 1 | Baseline | Baseline | 140 | https://kiro.dev/ |
| amazon kiro pricing | 1 | Baseline | Baseline | 110 | https://kiro.dev/pricing/ |
| amazon ai ide | 1 | Baseline | Baseline | 70 | https://kiro.dev/ |
| amazon kiro cli | 1 | Baseline | Baseline | 70 | https://kiro.dev/cli/ |
| aws kiro cli | 1 | Baseline | Baseline | 70 | https://kiro.dev/cli/ |
| aws kiro download | 1 | Baseline | Baseline | 70 | https://kiro.dev/downloads/ |
| amazon ai kiro | 1 | Baseline | Baseline | 50 | https://kiro.dev/ |
| amazon coding agent | 1 | Baseline | Baseline | 50 | https://kiro.dev/ |
| aws ai ide | 1 | Baseline | Baseline | 50 | https://kiro.dev/ |
| agent steering | 1 | Baseline | Baseline | 30 | https://kiro.dev/docs/steering/ |
| amazon ide kiro | 1 | Baseline | Baseline | 30 | https://kiro.dev/ |
| aws kiro autonomous agent | 1 | Baseline | Baseline | 30 | https://kiro.dev/web/ |
| amazon code editor | 1 | Baseline | Baseline | 20 | https://kiro.dev/ |
| aws ide kiro | 1 | Baseline | Baseline | 20 | https://kiro.dev/ |
| amazon ai code editor | 1 | Baseline | Baseline | 10 | https://kiro.dev/ |
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Plan mode | Structures planning before execution, exploring codebase and creating implementation plans S14. |
| Feature Specs | Guides building new features with structured requirements, technical design, and implementation planning S20. |
| Crew | Enables parallel agents, scheduled jobs, and autonomous tasks beyond chat S19. |
| Agent Capabilities | Customizes agent behavior with templates, MCP integrations, skills, and hooks S17. |
| MCP integrations | Extends agent capabilities by connecting to external APIs and tools via Model Context Protocol S74. |
| Session export/import | Exports and restores local conversations for portability S73. |
| Model selection | Allows choosing from various models including Auto, AI model tiers, and AI modelvariants S94. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| MCP servers | Integration | Connects to external APIs, databases, and tools via Model Context Protocol S74. |
| Agent Client Protocol (ACP) | Integration | Allows using the Kiro agent with other compatible tools S94. |
| Open VSX extensions | Extension framework | Supports extensions, themes, and VS Code settings in the IDE S94. |
| CLI shells | Integration | Works with bash, zsh, fish, and over 500 popular CLIs S94. |
| Slack MCP | Integration | Provides Slack API access through a managed MCP server S74. |
| Session export/import | Data portability | Exports and restores local conversations S73. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Free | $0 monthly per user S14 | 50 credits S14 | Open-weight models and AI modelSonnet 4.5 S14 |
| Pro | $20 per user per month S14 | 1,000 credits S14 | Add-on credits $0.04 S14 |
| Pro+ | $40 per user per month S14 | 2,000 credits S14 | Add-on credits $0.04 S14 |
| Pro Max | $100 per user per month S14 | 5,000 credits S14 | Add-on credits $0.04 S14 |
| Power | $200 per user per month S14 | 10,000 credits S14 | Add-on credits $0.04 S14 |
| Sign-up credit | $20 credit on first upgrade S94 | Not established | Requires social login or AWS Builder ID S94 |
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| aws.amazon.com | 3 | 2 | 4.3 | amazon kiro, aws kiro pricing |
| reddit.com | 2 | 2 | 5.5 | amazon kiro, aws kiro pricing |
| youtube.com | 1 | 1 | 2 | amazon kiro |
| crn.com | 1 | 1 | 3 | amazon kiro |
| github.com | 1 | 1 | 7 | amazon kiro |
| news.ycombinator.com | 1 | 1 | 7 | aws kiro pricing |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
Backlink profile
Authority and referring-domain signals.
Backlink comparison profile
- Domain rating: 80/100
- Backlinks: 97,307
- Referring domains: 9,263
- Dofollow backlinks: 67.0%
- Dofollow referring domains: 79.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 91 | Tailwind CSS - Rapidly build modern websites without ever leaving your HTML. | — | https://tailwindcss.com/ | https://kiro.dev/ |
| 71 | Kiro: First Impressions \ | Caylent | Kiro | https://caylent.com/blog/kiro-first-impressions |
| 97 | GitHub - microsoft/browser rendering-mcp: browser rendering MCP server · GitHub | Add to Kiro | <https://github.com/microsoft/browser rendering-mcp> | <https://kiro.dev/launch/mcp/add?name=browser rendering&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22%40playwright%2Fmcp%40latest%22%5D%7D> |
| 92 | Figma MCP Catalog \ | Figma | Add MCP to Kiro | https://www.figma.com/mcp-catalog/ |
| 72 | Best AI Coding Agents for 2026: Real-World Developer Reviews | Kiro | https://www.faros.ai/blog/best-ai-coding-agents-2026 | https://kiro.dev/ |
| 89 | Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl | Kiro | https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html | https://kiro.dev/ |
| 85 | Agent Skills Overview - Agent Skills | Kiro Kiro | https://agentskills.io/home | https://kiro.dev/ |
| 44 | SVG Logos: Thousands of free brand logos & icons | Kiro | https://svglogos.dev/ | https://kiro.dev/ |
| 57 | Top 25 AWS Services in 2026: Complete Guide & Pricing | Learn More | https://allcode.com/top-aws-services/ | https://kiro.dev/ |
| 96 | The AWS MCP Server is now generally available \ | AWS News Blog | Kiro CLI | https://aws.amazon.com/blogs/aws/the-aws-mcp-server-is-now-generally-available/ |
Collection decision
The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 1.1%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
No supporting public-page evidence was collected for this category.
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where aws.amazon.com appears. | 3 first-page appearances across amazon kiro, aws kiro pricing |
Website intelligence — Collected evidence
Website evidence gaps
- features: no usable public page was collected; verify whether the site publishes this evidence.
- integrations: no usable public page was collected; verify whether the site publishes this evidence.
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| Vibe Hacker | Kiro - Vibe Hacker | Grounded web search | Reviews 3Discussions 0Launches ... 5.0 If you're on the fence, just try it. The free tier is generous enough to see whether it fits your workflow. 36 0 replies Read full review ... 5.0 Been using it daily for a month. It genuinely changed how I work: I describe the feature, review the diff, ship. The occasional wrong turn is easy to catch because it explains its plan first. 36 1 reply Read full review ... 4.0 Finally an editor that takes specs seriously. You write the requirements, it writes the |
| techshark.io | Kiro Review: Key Features, Pricing, & 20+ Alternatives / TechShark | Grounded web search | / Rating (out of 5) / / --- / --- / / Engineering Rigor & Spec-Driven Workflow / 5.0 / / Correctness Testing & Property-Based Validation / 4.9 / / ... ## User Reviews No reviews yet for Kiro. 4.9 Reviews are moderated before they appear here. |
Customer proof
No named customers, testimonials, or customer case studies were found.
Independent mentions
- Cursor vs Trae vs Kiro vs GitHub Copilot: My Honest 2-Year Review of 4 AI IDEs — 1. Visible product bugs: From completion edge cases to UI glitches. 2. Painful file reference UX: In chat, you often have to manually type file names. In large projects with similar names, this is a productivity killer. 3. Fragile image handling: The model may not support images, but the IDE allows image content. Accidentally pasting rich text with images can break the session. 4. Long-context slowdown: It starts strong, then degrades into very slow “one-line edit, one-step think” behavior in la
- Kiro vs Cursor: Spec-Driven or Flow? Choosing Your Agentic IDE in 2026 — Kiro is an agentic IDE from AWS, also built on the Code OSS foundation (the open- ... s radically different is the engine. Kiro launched broadly in May ... and its headline idea — in its own framing — is "moving beyond AI coding to agentic
- Kiro: A Practical Guide to AWS's Spec-Driven Agentic IDE — feels immediately familiar. What's different is the engine. Instead of treating each request as a one-off chat turn, Kiro is designed to turn a ... level prompt into a structured spec, then drive implementation, tests, and documentation from that spec.
- Kiro: Move beyond AI coding to agentic engineering — Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session. ... Kiro turns your prompts into requirements, architectural designs, and sequenced tasks, then implements them with parallel agents. Property-based tests catch the edge cases that pass unit tests but break in production. With spec-driven development, you ship maintainab
- Agentic engineering in the cloud - Kiro — Kiro. Today, Kiro Web and cloud sessions are generally available, alongside cloud configuration, which makes the Kiro setup you already built available across local and ... sessions. Together, these mean more of your engineering work can naturally run in
- r/kiroIDE - Subreddit Stats & Analysis — # r/kiroIDE r/kiroIDE is a subreddit with 12k members. The community frequently discusses kiro, pricing, spec, error, and ide, and the most common flair used is announcement. Move beyond AI coding to agentic engineering.
- Blog - Kiro — Sep 3, 2026 Agentic engineering in the cloud Prateek Kotak, Alex Jia ... Evaluation: How We Use LLM Judges and Live Signals to Improve Kiro ... Myeongsoo Kim, Patrick Chapman, Sai Srinivas Somarouthu, Jay Agrawal, Murali
- Medium — Every Kiro spec follows a three-phase workflow: requirements, design, then implementation, with each phase producing a versioned artifact — a folder containing requirements.md, design.md, and tasks.md, ... matters for how you should sequence test-writing
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | As a startup co-founder and CTO, time is the most important resource. Kiro justifies the use of my time for developing our business critical assets in-house. | source |
| Contact and support | Not published on the collected pages. | — |
| Legal and privacy | Not published on the collected pages. | — |
| Security and compliance | Built and operated by AWS, Kiro benefits from the same security, reliability, and privacy standards and controls trusted by millions of customers. Kiro offers IAM and SSO authentication, usage dashboards, cost management | source |
| Uptime and status page | Not published on the collected pages. | — |
| Domain registered | 2019-03-01 | — |
| Domain expires | 2027-03-01 | — |
Not found on the collected pages: contact and support, legal and privacy, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Docs - Kiro | Documentation | The AI-powered development environment that works the way you do, from prototype to production (source) | Not dated |
| Plan mode - Specs - Features - Docs - Kiro | Documentation | Structured planning before execution - explore your codebase, gather requirements, and create implementation plans (source) | Not dated |
| Plan mode - Specs - Features - Docs - Kiro | Documentation | Planification structurée avant l'exécution - explorez votre base de code, recueillez les exigences et créez des plans d'implémentation (source) | Not dated |
| Agent Capabilities - Crew - Docs - Kiro | Documentation | Configure what the agent can do — custom agents, templates, MCP integrations, skills, steering, hooks, and prompts. (source) | Not dated |
| Features - Crew - Docs - Kiro | Documentation | What Crew can do beyond chat — delegate parallel work, schedule recurring jobs, deploy artifacts, manage remote instances, run autonomous tasks, and back up your state. (source) | Not dated |
| Feature Specs - Specs - Features - Docs - Kiro | Documentation | Build new features with structured requirements, technical design, and implementation planning (source) | Not dated |
| New features in V3 - What's new in V3 - CLI - Docs - Kiro | Documentation | New capabilities in Kiro CLI V3 — plan mode, permissions, hooks, built-in tools, and more (source) | Not dated |
| Agent Templates - Agent Capabilities - Crew - Docs - Kiro | Documentation | Reusable agent configurations — a model, prompt, tool set, and Skills — that agents can follow, override, or fork into a private copy. (source) | Not dated |
Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Available as IDE, CLI, and Web; not mobile S14. | S14 |
| Platforms and apps | Supports IDE, CLI, and Web surfaces S14. | S14 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Supports MCP integrations and ACP compatibility S74 S94. | S74 S94 |
| Data ownership and export | Session export/import allows local conversation export and restore S73. | S73 |
| Performance and reliability claims | Not published on the collected pages. | — |
| Release activity | CLI V3 introduced new features; pages updated in 2026 S73 S14. | S73 S14 |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 2019-03-01 — Nom-IQ Limited dba Com Laude |
| Domain expires | 2027-03-01 |
| First archived | 2021-12-09 — web archive |
| TLS certificate | Amazon, valid, expires 2027-05-04 |
| Security headers | HSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Server header | AmazonS3 |
| Mail handled by | inbound-smtp.us-east-1.amazonaws.com |
| Nameservers | ns-126.awsdns-15.com, ns-1887.awsdns-43.co.uk |
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 96/100
- Critical issues: 0
- Warnings: 8
- Notices: 8
Issues
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Kiro: Move beyond AI coding to agentic engineering | 1 | 3556 | 31 ms | https://kiro.dev/ |
| 200 | Downloads - Kiro | 1 | 276 | 126 ms | https://kiro.dev/downloads/ |
| 200 | How we built a software factory with Kiro Crew to merge 1,000 PRs in a week - Kiro | 1 | 1847 | 95 ms | https://kiro.dev/blog/software-factory-1000-prs/ |
| 200 | Video transcript: Kiro CLI demo: starting a cloud session - Kiro | 1 | 262 | 119 ms | https://kiro.dev/transcripts/home-cli-demo/ |
| 200 | Specs - Features - Docs - Kiro | 1 | 1033 | 109 ms | https://kiro.dev/docs/specs/ |
| 200 | Redirecting… | 0 | 7 | 101 ms | https://kiro.dev/docs/chat/subagents/ |
| 200 | Correctness - Specs - Features - Docs - Kiro | 1 | 1346 | 108 ms | https://kiro.dev/docs/specs/correctness/ |
| 200 | Feature Specs - Specs - Features - Docs - Kiro | 1 | 1009 | 6 ms | https://kiro.dev/docs/specs/feature-specs/ |
| 200 | Powers - Kiro | 1 | 1507 | 161 ms | https://kiro.dev/powers/ |
| 200 | Headless mode - CLI - Docs - Kiro | 1 | 2181 | 116 ms | https://kiro.dev/docs/cli/headless/ |
| 200 | Models - Docs - Kiro | 1 | 2137 | 126 ms | https://kiro.dev/docs/models/ |
| 200 | ACP - CLI - Docs - Kiro | 1 | 1480 | 88 ms | https://kiro.dev/docs/cli/acp/ |
| 200 | Agent Skills - Features - Docs - Kiro | 1 | 1698 | 79 ms | https://kiro.dev/docs/skills/ |
| 200 | MCP - Features - Docs - Kiro | 1 | 1087 | 132 ms | https://kiro.dev/docs/mcp/ |
| 200 | Redirecting… | 0 | 7 | 113 ms | https://kiro.dev/docs/editor/extension-registry/ |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 55.3% |
| search | 29.5% |
| search organic | 20.5% |
| search paid | 9.0% |
| social | 4.0% |
| social organic | 3.7% |
| social paid | 0.3% |
| referrals | 8.2% |
| paid referrals | 0.9% |
| 1.0% | |
| gen ai | 1.1% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention specific competitors. Evidence gaps include lack of detailed security certifications, uptime statistics, and independent review ratings. Open questions remain about the full scope of the free tier and annual billing options.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from kiro.dev, including the homepage, about, docs, and pricing pages. Static and browser rendering rendering were used; external proof search was enabled but no verification requests were made. Limitations: some pages were in French, and external review profiles were not scraped.
- Official Websitehttps://kiro.dev/Verified
- Official Websitehttps://kiro.dev/about/Verified
- Documentationhttps://kiro.dev/docs/Verified
- Pricing Pagehttps://kiro.dev/pricing/Verified
- Pricing Pagehttps://kiro.dev/fr/pricing/Verified
- Pricing Pagehttps://kiro.dev/docs/specs/plan/Verified
- Pricing Pagehttps://kiro.dev/fr/docs/specs/plan/Verified
- Official Websitehttps://kiro.dev/docs/crew/capabilities/Verified
- Official Websitehttps://kiro.dev/docs/crew/features/Verified
- Official Websitehttps://kiro.dev/docs/specs/feature-specs/Verified
- Official Websitehttps://kiro.dev/docs/cli/v3/new-features/Verified
- Official Websitehttps://kiro.dev/docs/crew/capabilities/agent-templates/Verified
- Official Websitehttps://kiro.dev/docs/crew/capabilities/agents/Verified
- Official Websitehttps://kiro.dev/docs/crew/capabilities/hooks/Verified
- Official Websitehttps://kiro.dev/docs/crew/capabilities/mcp-tools/Verified
- Review Sitehttps://vibehacker.com/products/kiroVerified
- Articlehttps://medium.com/@wojiaoju/cursor-vs-trae-vs-kiro-vs-github-copilot-my-honest-2-year-review-of-4-ai-ides-cc221ee114d8Verified
- Articlehttps://coderlegion.com/21578/kiro-vs-cursor-spec-driven-or-flow-choosing-your-agentic-ide-in-2026Verified
- Articlehttps://dev.to/galian/kiro-a-practical-guide-to-awss-spec-driven-agentic-ide-26o9Verified
- Documentationhttps://blog.devops.dev/beyond-spec-driven-hype-test-driven-development-with-aws-kiro-2ee3ee970017%3Cspan%3EVerified
- Articlehttps://kiro.dev/blog/agentic-engineering-in-the-cloud/Verified
- Review Sitehttps://techshark.io/tools/kiro-dev/Verified
- Articlehttps://gummysearch.com/r/kiroIDE/Verified
- Articlehttps://kiro.dev/blog/Verified
- Articlehttps://blog.devops.dev/beyond-spec-driven-hype-test-driven-development-with-aws-kiro-2ee3ee970017Verified