| What it does | Agentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization
| See which AI agents use your product, where they fail, and what to fix
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| Stage | MVP
| Startup
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
| Free trial
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| Pricing | Agency plan: $5,000 per month (free during private beta for 10 agencies). Includes 368,000 credits per month, unlimited seats and clients. Free tools available without account or payment.
| Free trial for 14 days. Starter: $15/month (2 projects, 50k events/month, 30-day retention). Growth: $49/month (5 projects, 500k events/month, 90-day retention, up to 5 team members). Scale: $149/month (25 projects, 5M events/month, 1-year retention, unlimited team members).
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| Key features | - AI specialists with custom roles and knowledge bases
- Compartmentalized living RAG knowledge bases
- Visual workflow builder with triggers, nodes, and logic
- Predictive CRO test generation and simulation
- Multi-model orchestration across Anthropic, OpenAI, Google, and Groq
- Image and video generation from brand knowledge
- Chrome plugin to capture web content
- Per-run cost tracking and usage dashboard
- Workflow export and import as JSON
| - Monitor AI crawlers, website agents, MCP clients, APIs and CLIs
- Real-time dashboard showing tool calls, errors, latency and client details
- AI visibility: track what ChatGPT, Claude and Gemini say about your product
- MCP server integration for agents to query your analytics data
- SDKs for TypeScript, Python, Go, Rust, C#, Java, Swift and browsers
- Identifies silent agent failures hidden from logs and APM
- Never blocks request paths with background worker batching
- Weekly or daily AI reviews depending on plan
- Funnels, conversions and email alerts
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| What makes it different | - Built specifically for marketing teams with first-class CRO, SEO, and content workflows
- Model-neutral platform supporting multiple LLM providers without vendor lock-in
- Knowledge that compounds and grows with use instead of resetting each session
- Cost transparency with per-run estimates and usage dashboards by model and user
- Full data ownership with compartmentalized storage and export capability
| - Only platform showing silent agent failures that return 200 OK status codes
- Covers six distinct data sources in one dashboard instead of scattered logs
- Agents can access dashboard via MCP server to self-fix their failures
- Installation takes five minutes with background worker approach never blocking request paths
- AI visibility shows what AI models actually say about your product with claim verification
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 10 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 0 | 0 |
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| Citation Flow (Majestic) | 14 | 0 |
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| Referring domains (Majestic) | 1 | 0 |
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Lattice Ops
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