The Agent-Led Growth Platform

Agents now pick, install, and use software on your customers' behalf. Get discovered, recommended, and used by agents.

Claude CodeCodexCursorand more

Build your Agent-Led Growth Strategy

• Be the default choice for agents
• 10x Growth with AI agents

Get Started

Prefer a walkthrough? Book a demo

Turn these agents into customers

Public requests per day

Trusted by API-first companies agents integrate every day

Agent Journey

How agents discover and use your product

142 runs analyzed

Failed Paths (3)

1. Run: 7 steps
   Path: POST/v1/payment_intents claude-code

2. Run: 9 steps
   Path: POST/v1/payment_intents
   codex

3. Run: 6 steps
   Path: POST/v1/charges
   cursor

From failed run to verified fix

1. Run the task: Coding agents attempt a real integration with your API, SDK, CLI, or MCP server in a live sandbox.
2. Read the trace: Every run is recorded step by step: the pages read, tool calls, errors, cost, and time.
3. Find the root cause: Failures are grouped by cause, with the runs that hit each one.
4. Test the fix: Replay the recorded runs with your docs change, and compare pass rates against the original.
5. Ship what worked: Each test ends in a verdict: improved, more efficient, or not significant. Open the winning fix as a GitHub pull request.

Know what pages agents visit

One line of middleware tells a crawler training a model apart from an agent mid-evaluation, and shows which pages it read before it left. Works with Next.js, Vercel, Cloudflare, and Express.

Agent-Led Growth for any product agents integrate

• Developer Tools
• Payments
• B2B Software
• Ecommerce

Everything you need to run Agent-Led Growth

Recommendation Share

Track your share of agent recommendations daily against every competitor.

Buyer Prompts

Run the prompts your buyers ask every day across ChatGPT, Claude, Perplexity, and more.

Agent Preference

Put your product head to head with a named competitor on the questions buyers ask.

Citations and Sentiment

See which sources AI answers cite, and connect Search Console and GA4 to tie visibility to traffic.

Content Engine

Draft articles, docs, and comparison pages in your brand voice, then publish to Sanity, WordPress, Webflow, Contentful, or GitHub.

Opportunities Engine

Every lost recommendation becomes a ranked fix, page, or feature that wins it back.

Devtool Arena

A free, public leaderboard of how well coding agents use every API, MCP server, and CLI.

Frequently asked questions

What is Agent-Led Growth?

Agent-Led Growth (ALG) is a strategy where AI agents discover, evaluate, and adopt your product.

How is Agent-Led Growth different from product-led growth?

ALG optimizes for an agent choosing your product on a human's behalf.

How do I start an Agent-Led Growth strategy?

Start by measuring where you stand and working through the ranked list of fixes.

What is Agent Experience?

Agent Experience measures how easily an agent can understand, use, and pay for your product.

Who owns Agent-Led Growth at my company?

Usually both growth and engineering teams manage ALG initiatives.

How much does Lightsage cost?

Free tracks 10 ChatGPT prompts a week; paid plans start at $100/month for more features.