Make your product the one AI agents choose.

Lightsage is the Agent-Led Growth platform that helps software companies get discovered, recommended, and successfully used by coding agents like Claude Code, Codex, and Cursor. It combines visibility tracking (are you being recommended?) with usability testing (can agents actually use your product?). This goes beyond traditional GEO tools that only track mentions.

Common reasons: blocked AI crawlers in robots.txt, missing llms.txt file, no comparison content, or unclear error messages. We cover the 4 fixable reasons and step-by-step solutions: Why Claude Code Isn't Recommending Your Library (And How to Fix It)

There's a 4-layer decision stack: training data, web search, structured context (llms.txt, MCP), and execution feedback. Understanding this helps you optimize at each layer. Deep dive: How Coding Agents Actually Decide Which SDK to Use

Profound and Otterly are strong choices for consumer brands tracking mentions, share of voice, sentiment, and citations in ChatGPT and Perplexity; Peec and AthenaHQ also cover answer-engine visibility. For software products, Lightsage adds coding-agent tracking and product usability measurement, because share of voice in chat does not show whether an agent can successfully use your product. Read the full comparison: How to Track AI Recommendations for Your API (2026 Guide)

Consumer GEO tools like Profound and Otterly track answer engines — whether ChatGPT mentions your brand. But for software products, mentions don't matter if the code doesn't work. Dev tools need to track action engines — whether Claude Code can actually use your product. That requires measuring tool call success rates, error recovery, and execution, not just brand mentions. Learn more: AEO/GEO for Dev Tools: Why Profound & Otterly Don't Work for APIs

20 platforms total: 7 answer engines (ChatGPT, Claude, Perplexity, Google AI Overviews, Google AI Mode, Gemini Search, Microsoft Copilot) and 13 coding agents (Claude Code, Codex, Cursor, GitHub Copilot, Antigravity, Gemini CLI, OpenClaw, OpenCode, Hermes, Pi, Kilo, Grok, Muse Code). See comparison: Best GEO Tools for Dev Tools 2026: Lightsage vs Profound vs Otterly

Agent Experience Arena is our free, public leaderboard ranking products by how well AI coding agents can use them. It's based on real benchmarks across discoverability, tool calls, and error rates. See rankings: /agent-experience-arena

Visibility Analytics tracks how often AI mentions your brand in conversations. Agent Experience measures how well AI coding agents can actually discover, evaluate, and use your product—tracking success rates, errors, and where you win or lose.

Start with the free Agent Experience Arena to see where you rank. For continuous tracking, Lightsage monitors 18 AI platforms daily and measures both visibility AND usability. Setup guide: How to Track AI Recommendations for Your API (2026 Guide)

Our lightweight middleware detects AI agents (Claude Code, OpenCode, ChatGPT, etc.) visiting your site. It takes one line of code to install and has zero impact on performance.

Yes. Lightsage automatically identifies your competitors and tracks their visibility alongside yours. You'll see share of voice comparisons and opportunities where you can outrank them.

Plans start at $250/month for Startup, with Growth at $1,000/month, Scale at $3,000/month, and custom Enterprise plans. New accounts include a 14-day trial with 1,000 credits. DevTool Arena is free and public. Check our pricing page or book a demo for details.