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Try NowWhat is Struct?
Struct is an AI-powered tool designed to automate the investigation and triage of engineering alerts and on-call issues. Built by a Y Combinator-backed team, it integrates seamlessly with existing observability stacks and alert channels such as Sentry, Datadog, Slack, and GitHub. Struct proactively deduplicates related alerts and provides root cause analysis along with customer impact insights in minutes, significantly reducing manual triage work for engineering teams. It supports workflows that require fast, reliable incident response and continuous monitoring, making it ideal for DevOps, SREs, and engineering leaders. By automating alert investigation, Struct helps teams reclaim valuable developer time, improve shipping velocity, and maintain high service reliability.
AI Tool Review Summary
4.7/5
Accurate, insightful, and actionable
Intuitive and well-integrated with Slack and observability tools
LLMNLP
To automate and streamline the investigation and triage of engineering alerts and on-call incidents.
Works with major observability platforms, cloud log providers, and collaboration tools like Slack, Linear, Asana, and GitHub.
Freemium model with pay-as-you-go credits and a premium subscription tier.
Features with the highest value for users are highlighted here.
Automated alert deduplication
Root cause analysis
Integration with observability and work tools
On-call intelligence learning
One-click pull request creation
Customer impact analysis
Secure data isolation
SOC2 and HIPAA compliance
How It Works
1
Integrate Your Stack
Connect Struct to your observability platforms, alert channels, and collaboration tools in minutes.
2
Automatic Investigation
Struct proactively deduplicates alerts and investigates issues as they occur.
3
Receive Root Cause Analysis
Get detailed root cause and customer impact insights delivered directly in Slack or your preferred channel.
4
Dive Deeper or Fix Quickly
Explore incident timelines and logs side-by-side or create pull requests to fix issues with one click.
DevOps Engineers
Site Reliability Engineers
Engineering Managers
Small Engineering Teams
Large Engineering Organizations
Incident Response Teams
Cloud Infrastructure Teams
Product Teams
Security Operations
Startups
Free
$0/monthly
100 credits per month On-demand investigations 1 user 1 alert channel Basic integrations Community support
Popular
Pro
$200/monthly
2,200 credits per month with 10% bonus Auto-monitoring and smart deduplication Up to 10 users Unlimited alert channels All integrations Dedicated Slack support
Enterprise
Custom/custom
Volume discounts Priority queue and higher rate limits Unlimited users Custom integrations and support
Want to add more pricing plans?
Claim this tool to manage plans, pricing, and listing details.
Weekly intelligence on AI strategy, operations, and market shifts. No noise. No narrative. Direct to your inbox.
Pros & Cons
Significantly reduces manual triage and investigation time. Seamlessly integrates with a wide range of observability and collaboration tools.
Pricing may be high for smaller teams beyond free tier limits. Advanced features require Pro or Enterprise plans.
FAQs
Just Launched
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Rating
5.0
Pros
Cons
Quick Struct Comparision
Side-by-side with top alternatives in this category.
| Tool | Rating | Visits / mo | Global rank | Category rank | Engagement | Bounce | Top market | Starts at | Free tier | Integrations | Action |
|---|---|---|---|---|---|---|---|---|---|---|---|
 StructAI Business Tools | 505 | — | — | 9s1.2 pages | US(1%) | $0 | 2+ | View | |||
 ShopifyAI Business Tools | 215.3M | #104 | #1 | 9m 23s9.1 pages | US(36%)#79 | $39 | 1 | View | |||
 IntuitAI Business Tools | 200.0M | #134 | #1 | 10m 4s7.5 pages | US(82%)#46 | $0 | — | View | |||
 Plug AI: Texting AssistantAI Business Tools | 1.1B | — | — | 2m2.6 pages | US(15%) | $9.99 | — | View | |||
 Adot PhoneAI Business Tools | 1.1B | — | — | 2m2.6 pages | US(15%) | $0 | 1 | View |
Analytics of Struct Chat | For Open Source Communities
Website traffic and keyword analysis.
Live dataFeb 2026 – Apr 2026
Monthly visits
505
↑ +10.7% vs prior month
Avg. visit duration
00:00:09
M 4 2026 snapshot
Pages / visit
1.20
M 4 2026 snapshot
Bounce rate
82.04%
Lower is better
All traffic · Worldwide
Weekly estimate · Feb 1, 2026 – Apr 29, 2026
Peak week: 101 (Apr 1, 2026)Low week: 0 (Feb 1, 2026)WoW: 0.0%Derived from monthly estimates · SimilarWeb-equivalent
Release History
0 releases published
No releases yet.
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