Agent Experience for AI Agents
Agent Experience (AX) is how AI coding agents discover, evaluate, and use your products. Lightsage helps you measure and improve AX across your APIs, SDKs, CLIs, and MCP servers.
What is Agent Experience?
Agent Experience (AX) is the quality of interaction between AI coding agents and your developer tools. When a developer asks Claude Code to "add Stripe payments" or Codex to "integrate with your API," the agent needs to discover your tool, understand how to use it, and successfully implement it.
Poor AX means agents recommend competitors, generate broken code, or give up entirely. Good AX means agents consistently find you, recommend you, and help developers succeed with your product.
Lightsage measures and improves AX across three dimensions: Discoverability (are you being recommended?), Usability (can agents actually use your API?), and Analytics (how are agents interacting with you?).
The Three Pillars of Agent Experience
Lightsage covers the full AX lifecycle: from discovery to implementation to ongoing optimization.
Agent Discoverability
Track how AI agents recommend your brand. Monitor prompts across Claude Code, Codex, ChatGPT, Perplexity, and 18+ platforms. See your recommendation score and visibility score against competitors.
Agent Usability
Benchmark how well AI agents can actually use your API. Run automated evals across Claude Code, Codex, and Cursor. Identify documentation gaps, auth issues, and integration blockers.
Agent Analytics
Understand how AI agents interact with your docs and APIs. Track agent visits, tool calls, and implementation patterns. Attribute traffic from Claude Code, Codex, and other coding agents.
Why Agent Experience Matters
AI agents are becoming the primary discovery channel
Developers increasingly ask AI coding agents for tool recommendations instead of searching Google. If agents don't recommend you, developers won't find you.
Documentation alone isn't enough
Great docs help humans, but agents need machine-readable context (llms.txt), working MCP servers, and APIs that handle edge cases gracefully. Traditional SEO doesn't optimize for this.
Your competitors are already optimizing for agents
The companies ranking highest on the Devtool Arena leaderboard have invested in agent-specific optimizations. Every day you wait, they capture more agent-driven adoption.
Start improving your Agent Experience
See how AI agents discover and use your API. Get actionable insights to improve discoverability, usability, and adoption.