AI VISIBILITY & LLM OPS AGENTS.
AI Visibility & LLM Ops covers two connected problems: getting your business understood by answer engines, and making internal AI systems observable enough to trust. Lupine builds structured pages, schema, FAQ surfaces, llms.txt, trace review, evals, and implementation playbooks.
Built in guarded stages
1. Map workflow, tools, approvals, and failure points.
2. Launch draft-only agents with source trails.
3. Graduate autonomy after quality is proven.
Best For
Common Outputs
Systems Connected
What this solution usually automates.
Citability scoring
Schema generation
Trace review
Agent QA
Adjacent Ops Systems
Executive Ops
Weekly and monthly operating reports assembled from the tools where work already happens.
Revenue Ops
Agents that enrich, score, route, and clean revenue data before teams waste time on bad records.
Go-To-Market Ops
Campaign planning, audience building, creative generation, scheduling, QA, and performance reporting.
Build the first useful agent around the work already happening.
Lupine starts with the real process, then adds agents, integrations, approvals, evals, and reporting where they remove work or reduce operational drag.
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