Struct VS Prowler
Compare Struct VS Prowler, what is the difference between Struct and Prowler?
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Summarize
Struct summarize
Struct is an AI agent that root-causes engineering alerts using logs, metrics, traces, and code. Resolve incidents faster with a composable, customizable system that deploys in minutes and works with your existing DevOps workflows.
Struct Landing Page
Prowler summarize
Prowler brings open-source cloud security into the agentic era. It combines deterministic, auditable security checks with AI-powered investigation, prioritization, reporting, and remediation. Prowler supports AWS, Azure, GCP, Kubernetes, Microsoft 365, GitHub, IaC and more, with thousands of checks, compliance mappings and attack paths, plus Lighthouse AI, MCP support and advanced compliance workflows. Connect your agent now to start defending your cloud at cloud.prowler.com.
Prowler Landing Page
Compare Details
Struct details
| Categories | AI Agent, AI Developer Tools, AI Assistant, AI Code Assistant |
| Struct Website | https://struct.ai?utm_source=toolify |
| Added Time | March 17 2026 |
| Struct Pricing | -- |
Prowler details
| Categories | AI Agent |
| Prowler Website | https://prowler.com?utm_source=toolify |
| Added Time | September 24 2026 |
| Prowler Pricing | -- |
Comparison of usage
How to use Struct?
Integrate Struct with your existing observability stack (e.g., Sentry, Datadog) and communication tools like Slack. Struct will then automatically investigate engineering alerts as they occur, replying with a root cause, impact analysis, and suggested fix. Users can also @mention Struct to investigate issues on-demand.
How to use Prowler?
Choose Prowler OSS, Prowler Cloud, or Prowler Private Cloud. Connect the cloud accounts, services, repositories, or environments you want to assess, then run scans to discover security findings. Review prioritized risks, compliance status, and attack paths in the platform; use Lighthouse AI or MCP-connected agents to investigate, triage, report, and guide remediation. Prowler Cloud users can start with a free trial that includes one scan for one cloud account.
Compare Pros between Struct and Prowler
Core features of Struct
- Automated root-cause analysis using logs, metrics, traces, and code
- Integration with leading observability platforms (Datadog, Sentry) and work tools (Slack, GitHub)
- One-click PR creation for fixes or handoff to coding agents
- On-call intelligence that improves over time from past investigations
- Secure by design with SOC2 Type II and HIPAA compliance
Core features of Prowler
- Security posture scanning across cloud providers, Kubernetes, SaaS services, and infrastructure as code
- Thousands of security checks with compliance mappings and automated evidence collection
- Risk prioritization, finding triage, and attack-path analysis
- Lighthouse AI for investigation, reporting, and guided remediation
- Remote MCP Server for connecting AI agents to Prowler features
- Custom checks, policies, scan schedules, muting rules, and role-based access controls
- Dashboards, reports, exports, API access, CLI integration, and CI/CD workflows
- Managed SaaS, open-source, and private-cloud deployment options
Compare Use Cases
Use cases for Struct
- Automating on-call runbooks to reduce manual triage
- Proactively investigating production bugs and engineering alerts
- Generating suggested fixes and PRs for identified incidents
Use cases for Prowler
- Assess cloud accounts for misconfigurations and prioritize the findings that matter most
- Monitor cloud environments against CIS, GDPR, NIST, SOC 2, and custom compliance frameworks
- Use an AI agent connected through MCP to investigate findings and guide remediation
- Scan infrastructure-as-code and publish security results in CI/CD workflows
- Manage security posture across multiple cloud providers and Kubernetes environments
- Provide multi-tenant cloud security services for customers as an MSP or MSSP
Different Plan between Struct and Prowler
Struct
$0/mo
100 credits/mo, Intelligent auto investigations, 1 user, Community support
$20/mo
220 credits/mo, Struct build agent, Up to 5 users, Dedicated Slack support
$200/mo
2,500 credits/mo, Priority queue & higher rate limits, Up to 25 users, Custom integrations
Contact us
Unlimited users, RBAC & SSO/SAML, Sidecar/on-prem support, Volume discounts
Prowler
Free
Open-source edition. Feature availability depends on the edition comparison; community support is included.
$99 per cloud provider account per month
Includes up to 50,000 resources per scan combined across cloud accounts. Additional resources cost $0.30 per resource per month.
$79 per cloud provider account per month, billed annually
Includes up to 50,000 resources per scan combined across cloud accounts. Additional resources cost $0.24 per resource per month.
Custom pricing
For large organizations, with private deployment, custom providers and policies, integrations, onboarding, and enterprise support.
Contact for pricing
Includes multi-tenant customer management, consolidated billing, partner resources, and enterprise support.
Struct's traffic
Struct is the one with 957 monthly visits and 00:00:43 Avg.visit duration. Struct has a Page per visit of 1.82 and a bounce rate of 40.88%.
Visit Over Time
| Monthly Visits | 957 |
| Avg·visit Duration | 00:00:43 |
| Page per Visit | 1.82 |
| Bounce Rate | 40.88% |
Prowler's traffic
Prowler is the one with 30.7K monthly visits and 00:00:27 Avg.visit duration. Prowler has a Page per visit of 1.98 and a bounce rate of 38.09%.
Visit Over Time
| Monthly Visits | 30.7K |
| Avg·visit Duration | 00:00:27 |
| Page per Visit | 1.98 |
| Bounce Rate | 38.09% |
Geography
The top 1 countries/regions for Struct are:United States 100.00%
Top 1 Countries/regions
 | 100.00% |
Geography
The top 5 countries/regions for Prowler are:India 21.08%, United States 17.11%, Spain 9.63%, Australia 6.86%, Indonesia 5.73%
Top 5 Countries/regions
 | 21.08% |
| 17.11% |
 | 9.63% |
 | 6.86% |
 | 5.73% |
Traffic Sources
The 6 main sources of traffic to Struct are:Direct 38.88%, vs_sourcesSearchOrganic 30.45%, Referrals 10.47%, vs_sourcesSocialOrganic 5.49%, vs_sourcesDisplayAds 3.91%, Mail 3.70%, vs_sourcesAffiliate 2.98%, vs_sourcesGenAi 1.77%, vs_sourcesSearchPaid 1.60%, vs_sourcesSocialPaid 0.76%
Direct | 38.88% |
vs_sourcesSearchOrganic | 30.45% |
Referrals | 10.47% |
vs_sourcesSocialOrganic | 5.49% |
vs_sourcesDisplayAds | 3.91% |
Mail | 3.70% |
vs_sourcesAffiliate | 2.98% |
vs_sourcesGenAi | 1.77% |
vs_sourcesSearchPaid | 1.60% |
vs_sourcesSocialPaid | 0.76% |
Traffic Sources
The 6 main sources of traffic to Prowler are:Direct 39.86%, vs_sourcesSearchOrganic 32.90%, Referrals 10.47%, vs_sourcesSocialOrganic 5.69%, Mail 2.84%, vs_sourcesDisplayAds 2.81%, vs_sourcesGenAi 1.64%, vs_sourcesSearchPaid 1.57%, vs_sourcesAffiliate 1.55%, vs_sourcesSocialPaid 0.68%
Direct | 39.86% |
vs_sourcesSearchOrganic | 32.90% |
Referrals | 10.47% |
vs_sourcesSocialOrganic | 5.69% |
Mail | 2.84% |
vs_sourcesDisplayAds | 2.81% |
vs_sourcesGenAi | 1.64% |
vs_sourcesSearchPaid | 1.57% |
vs_sourcesAffiliate | 1.55% |
vs_sourcesSocialPaid | 0.68% |
Which is better: Struct or Prowler?
Prowler might be a bit more popular than Struct.As you can see, Struct has 957 monthly visits, while Prowler has 30.7K monthly visits. So more people choose Prowler. So the odds are that people will recommend Prowler more on social platforms.
Struct has an Avg.visit duration of 00:00:43, while Prowler has an Avg.visit duration of 00:00:27. Also, Struct has a page per visit of 1.82 and a Bounce Rate of 40.88%. Prowler has a page per visit of 1.98 and a Bounce Rate of 38.09%.
The main users of Struct are United States, with the following distribution: 100.00%.
The main users of Prowler are India, United States, Spain, Australia, Indonesia, with the following distribution: 21.08%, 17.11%, 9.63%, 6.86%, 5.73%.
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