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Struct VS Ninjō

Compare Struct VS Ninjō, what is the difference between Struct and Ninjō?

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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

Ninjō summarize

Ninjō is infrastructure for AI sales agents on Instagram, WhatsApp & every channel where you sell. Create, test, analyze and improve agents by talking to Claude, ChatGPT, Claude Code or Codex via MCP — backed by templates validated across 150+ production agents that closed real revenue ($750K generated for clients). Versioned changes with instant rollback, synthetic-conversation testing, follow-ups, keyword triggers and a built-in CRM. Zero to live in minutes. Start free with 1,000 messages.

Ninjō Landing Page

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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 --

Ninjō details

Categories AI Agent, AI Sales Assistant, AI Lead Generation, AI Customer Service
Ninjō Website https://www.ninjo.ai?utm_source=toolify
Added Time August 27 2026
Ninjō 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 Ninjō?

Start a free trial or use the free message allowance, then connect the channels where customers contact you. Create an AI agent from the dashboard or through Claude or ChatGPT using MCP. Configure the agent’s voice, offer, qualification flow, follow-ups, triggers, alerts, and handoff rules. Test the agent with synthetic conversations, review its performance, and publish it to live customer conversations. Agencies can manage multiple client agents from one account, schedule portfolio reports, and contact Ninjō for white-label onboarding and custom integrations.

Compare Pros between Struct and Ninjō

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 Ninjō

  • Create and manage AI sales agents for multiple clients and channels
  • MCP integration with Claude and ChatGPT for conversational agent creation, optimization, and reporting
  • Lead qualification, sales conversations, follow-ups, keyword triggers, bookings, and automated alerts
  • Synthetic-conversation testing with versioned changes and instant rollback
  • Built-in CRM and portfolio-wide performance reporting
  • Support for Instagram, WhatsApp, Telegram, Facebook, TikTok, Skool, Slack, SMS, and WhatsApp outbound messaging
  • White-label agency management with custom integrations and guided onboarding

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 Ninjō

  • Create an Instagram agent that qualifies leads and sends payment links for a product launch
  • Manage AI sales agents for every client in a marketing agency portfolio
  • Automate customer support, lead nurturing, follow-ups, and appointment booking
  • Generate daily sales reports across multiple active client accounts
  • Use AI agents to respond to inbound DMs and close sales in each client’s brand voice

Different Plan between Struct and Ninjō

Struct

Free

$0/mo

100 credits/mo, Intelligent auto investigations, 1 user, Community support

Pro

$20/mo

220 credits/mo, Struct build agent, Up to 5 users, Dedicated Slack support

Max

$200/mo

2,500 credits/mo, Priority queue & higher rate limits, Up to 25 users, Custom integrations

Enterprise

Contact us

Unlimited users, RBAC & SSO/SAML, Sidecar/on-prem support, Volume discounts

Ninjō

Self-serve

$150 per month + $0.035 per message sent

14-day free trial, 500 free messages, no credit card required, unlimited agents, multi-channel support, follow-ups, triggers, automatic alerts, and five-minute setup

White Label Agencies

Custom pricing

Ninjō under your brand with partnership setup, guided onboarding, client portfolio management, dedicated success manager, autonomy rules, WhatsApp and Slack handoffs, custom integrations, and custom flows

Compare Traffic/Monthly Visitors

Struct's traffic

Struct is the one with 411 monthly visits and 00:00:15 Avg.visit duration. Struct has a Page per visit of 1.32 and a bounce rate of 83.61%.

Visit Over Time

Monthly Visits 411
Avg·visit Duration 00:00:15
Page per Visit 1.32
Bounce Rate 83.61%
Dec 2025 - Jul 2026 All traffic:

Ninjō's traffic

Ninjō is the one with 58.3K monthly visits and 00:03:19 Avg.visit duration. Ninjō has a Page per visit of 5.11 and a bounce rate of 10.91%.

Visit Over Time

Monthly Visits 58.3K
Avg·visit Duration 00:03:19
Page per Visit 5.11
Bounce Rate 10.91%
May 2026 - Jul 2026 All traffic:

Geography

The top 1 countries/regions for Struct are:United States 100.00%

Top 1 Countries/regions

United States
 100.00%

Geography

The top 2 countries/regions for Ninjō are:Paraguay 99.47%, Argentina 0.53%

Top 2 Countries/regions

Paraguay
 99.47%
Argentina
 0.53%

Traffic Sources

The 6 main sources of traffic to Struct are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0

Mail
 0
vs_sourcesGenAi
 0
Direct
 0
vs_sourcesAffiliate
 0
Referrals
 0
vs_sourcesDisplayAds
 0
vs_sourcesSearchPaid
 0
vs_sourcesSocialPaid
 0
vs_sourcesSearchOrganic
 0
vs_sourcesSocialOrganic
 0
Dec 2025 - Jul 2026 Worldwide Desktop Only

Traffic Sources

The 6 main sources of traffic to Ninjō are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0

Mail
 0
vs_sourcesGenAi
 0
Direct
 0
vs_sourcesAffiliate
 0
Referrals
 0
vs_sourcesDisplayAds
 0
vs_sourcesSearchPaid
 0
vs_sourcesSocialPaid
 0
vs_sourcesSearchOrganic
 0
vs_sourcesSocialOrganic
 0
May 2026 - Jul 2026 Worldwide Desktop Only

Which is better: Struct or Ninjō?

Ninjō might be a bit more popular than Struct.As you can see, Struct has 411 monthly visits, while Ninjō has 58.3K monthly visits. So more people choose Ninjō. So the odds are that people will recommend Ninjō more on social platforms.

Struct has an Avg.visit duration of 00:00:15, while Ninjō has an Avg.visit duration of 00:03:19. Also, Struct has a page per visit of 1.32 and a Bounce Rate of 83.61%. Ninjō has a page per visit of 5.11 and a Bounce Rate of 10.91%.

The main users of Struct are United States, with the following distribution: 100.00%.

The main users of Ninjō are Paraguay, Argentina, with the following distribution: 99.47%, 0.53%.

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