# Make your product the one AI agents choose

Lightsage is the Agent-Led Growth Platform for software companies. See how coding agents discover, recommend, and use your product, then fix what keeps them from choosing you.

**[Analyze your product free](/welcome?intent=signup)** with 1,000 credits for 7 days. No credit card required.

## Agent-Led Growth is already massive

- **52,535,465 coding-agent requests tracked today**
- **1,382,976,598 requests over the last month**
- **50 coding-agent apps** represented in the ranking


## What We Do

- **Agent Discoverability** - Track where agents recommend you, where competitors win, and why
- **Agent Usability** - Run real tasks to see whether coding agents can successfully use your product
- **Agent Analytics** - Measure which agents visit your website and documentation
- **Opportunities Engine** - Turn lost recommendations and failed tasks into prioritized improvements
- **Agent Experience Arena** - Benchmark your product against competitors on AI-agent readiness

**Choosing an AI visibility platform?** [Compare Profound, Otterly, AthenaHQ, Peec AI, and Lightsage](/blog/how-to-track-ai-recommendations-for-your-api), including brand-sentiment monitoring across answer engines, coding-agent recommendations, and API usability measurement.

## Site Directory

### Pages
| Path | Description |
|------|-------------|
| [/pricing](/pricing) | Lightsage plans for AI visibility and GEO workflows |
| [/careers](/careers) | Open roles at Lightsage |
| [/leaderboard/landscape](/leaderboard/landscape) | API Agent Landscape overview across Claude Code, Codex, API, CLI, MCP, categories, and companies |
| [/leaderboard/claudecode/api](/leaderboard/claudecode/api) | DevTool Arena API rankings across 29 categories (194 providers) |
| [/leaderboard/discoverability](/leaderboard/discoverability) | Agent discoverability rankings across controlled prompts and framework environments |
| [/leaderboard/claudecode/api/compare](/leaderboard/claudecode/api/compare) | Compare 2-4 leaderboard companies side by side |
| [/research](/research) | State of AI Coding 2026 - methodology, findings, recommendations |
| [/blog](/blog) | Lightsage blog posts and product updates |
| [/blog/how-to-track-ai-recommendations-for-your-api](/blog/how-to-track-ai-recommendations-for-your-api) | Compare AI visibility platforms for devtool and SaaS marketing teams |
| /leaderboard/{model}/{evalType}/{slug} | Individual provider details (for example `/leaderboard/claudecode/api/stripe`) |

### Discovery
| Path | Description |
|------|-------------|
| [/llms.txt](/llms.txt) | Site overview for AI agents |
| [/auth.md](/auth.md) | Agent-readable authentication instructions, including AI agent sign-in with AgentID |
| [/api/ai-sitemap](/api/ai-sitemap) | JSON sitemap with all providers |
| /{path}.md | Direct markdown access for any public page |
| /api/markdown/{path} | Backward-compatible markdown access |

## Available Providers

### Sandboxes
[Superserve](/leaderboard/claudecode/api/superserve) | [Tenki](/leaderboard/claudecode/api/tenki) | [Sprites](/leaderboard/claudecode/api/sprites) | [Blaxel](/leaderboard/claudecode/api/blaxel) | [Freestyle](/leaderboard/claudecode/api/freestyle) | [Daytona](/leaderboard/claudecode/api/daytona) | [Modal](/leaderboard/claudecode/api/modal) | [E2B](/leaderboard/claudecode/api/e2b) | [Vercel](/leaderboard/claudecode/api/vercel) | [Ash](/leaderboard/claudecode/api/ash) | [Cloudflare Workers](/leaderboard/claudecode/api/cloudflare-workers)

### Search
[Exa](/leaderboard/claudecode/api/exa) | [Firecrawl](/leaderboard/claudecode/api/firecrawl) | [You.com](/leaderboard/claudecode/api/you-com) | [Jina AI](/leaderboard/claudecode/api/jina-ai) | [TinyFish](/leaderboard/claudecode/api/tinyfish) | [TABStack](/leaderboard/claudecode/api/tabstack) | [Nimble](/leaderboard/claudecode/api/nimbleway) | [Tavily](/leaderboard/claudecode/api/tavily) | [Packrift](/leaderboard/claudecode/api/packrift) | [Sourcegraph](/leaderboard/claudecode/api/sourcegraph) | [Brave Search](/leaderboard/claudecode/api/brave-search) | [Unblocked](/leaderboard/claudecode/api/unblocked)

### Payment
[Stripe](/leaderboard/claudecode/api/stripe) | [Chargebee](/leaderboard/claudecode/api/chargebee) | [HitPay](/leaderboard/claudecode/api/hitpay) | [Mollie](/leaderboard/claudecode/api/mollie) | [LemonSqueezy](/leaderboard/claudecode/api/lemonsqueezy) | [Razorpay](/leaderboard/claudecode/api/razorpay) | [Paddle](/leaderboard/claudecode/api/paddle) | [PayPal](/leaderboard/claudecode/api/paypal) | [Visa](/leaderboard/claudecode/api/visa) | [Square](/leaderboard/claudecode/api/square) | [Adyen](/leaderboard/claudecode/api/adyen) | [Airwallex](/leaderboard/claudecode/api/airwallex)

### Audio
[Sonilo](/leaderboard/claudecode/api/sonilo) | [Google Lyria](/leaderboard/claudecode/api/google-lyria) | [ElevenLabs Music](/leaderboard/claudecode/api/elevenlabs-music) | [Stability AI](/leaderboard/claudecode/api/stability-ai) | [Loudly](/leaderboard/claudecode/api/loudly) | [Mubert](/leaderboard/claudecode/api/mubert)

### Storage
[Box](/leaderboard/claudecode/api/box) | [Dropbox](/leaderboard/claudecode/api/dropbox)

### Document Parsing
[Extend.ai](/leaderboard/claudecode/api/extend-ai) | [LlamaParse](/leaderboard/claudecode/api/llamaparse) | [Reducto](/leaderboard/claudecode/api/reducto) | [Sensible](/leaderboard/claudecode/api/sensible) | [Unstructured](/leaderboard/claudecode/api/unstructured)

### Browser
[Browser Use](/leaderboard/claudecode/api/browser-use) | [Steel](/leaderboard/claudecode/api/steel) | [Browserbase](/leaderboard/claudecode/api/browserbase) | [Anchor Browser](/leaderboard/claudecode/api/anchor-browser)

### Auth
[WorkOS](/leaderboard/claudecode/api/workos) | [Descope](/leaderboard/claudecode/api/descope) | [Stytch](/leaderboard/claudecode/api/stytch) | [Clerk](/leaderboard/claudecode/api/clerk) | [Scalekit](/leaderboard/claudecode/api/scalekit) | [Auth0](/leaderboard/claudecode/api/auth0)

### Webscraping
[fastCRW](/leaderboard/claudecode/api/fastcrw) | [Scrapfly](/leaderboard/claudecode/api/scrapfly) | [Diffbot](/leaderboard/claudecode/api/diffbot)

### Graph Databases
[Neo4j](/leaderboard/claudecode/api/neo4j) | [Memgraph](/leaderboard/claudecode/api/memgraph) | [FalkorDB](/leaderboard/claudecode/api/falkordb) | [TigerGraph](/leaderboard/claudecode/api/tigergraph)

### Email
[Agentmail](/leaderboard/claudecode/api/agentmail) | [Resend](/leaderboard/claudecode/api/resend) | [Nylas](/leaderboard/claudecode/api/nylas)

### Inference
[Mesh API](/leaderboard/claudecode/api/mesh-api) | [AIsa](/leaderboard/claudecode/api/aisa) | [Merge Gateway](/leaderboard/claudecode/api/merge-gateway) | [Google DeepMind](/leaderboard/claudecode/api/google-deepmind) | [Cerebras](/leaderboard/claudecode/api/cerebras) | [OpenRouter](/leaderboard/claudecode/api/openrouter) | [SambaNova](/leaderboard/claudecode/api/sambanova) | [Pioneer AI](/leaderboard/claudecode/api/pioneer-ai) | [Groq](/leaderboard/claudecode/api/groq) | [Fireworks AI](/leaderboard/claudecode/api/fireworks-ai) | [Nebius Token Factory](/leaderboard/claudecode/api/nebius-token-factory) | [DeepInfra](/leaderboard/claudecode/api/deepinfra) | [Perplexity](/leaderboard/claudecode/api/perplexity) | [TogetherAI](/leaderboard/claudecode/api/togetherai)

### Cloud Hosting
[Render](/leaderboard/claudecode/api/render) | [Cloudflare](/leaderboard/claudecode/api/cloudflare) | [Upsun](/leaderboard/claudecode/api/upsun) | [Railway](/leaderboard/claudecode/api/railway) | [Ravion](/leaderboard/claudecode/api/ravion) | [Netlify](/leaderboard/claudecode/api/netlify) | [DigitalOcean](/leaderboard/claudecode/api/digitalocean)

### Meeting Bot
[Meetstream](/leaderboard/claudecode/api/meetstream) | [MeetGeek](/leaderboard/claudecode/api/meetgeek) | [Meeting BaaS](/leaderboard/claudecode/api/meeting-baas) | [Recall.ai](/leaderboard/claudecode/api/recall-ai) | [CueMeet](/leaderboard/claudecode/api/cuemeet)

### Voice STT
[AssemblyAI](/leaderboard/claudecode/api/assemblyai) | [Zoom AI Services](/leaderboard/claudecode/api/zoom-ai-services) | [Rev AI](/leaderboard/claudecode/api/rev-ai) | [Deepgram](/leaderboard/claudecode/api/deepgram) | [OpenAI Whisper](/leaderboard/claudecode/api/openai-whisper) | [Speechmatics](/leaderboard/claudecode/api/speechmatics)

### Video Agent
[HeyGen](/leaderboard/claudecode/api/heygen) | [Tavus](/leaderboard/claudecode/api/tavus)

### Video Infra
[Mux](/leaderboard/claudecode/api/mux) | [Twelve Labs](/leaderboard/claudecode/api/twelve-labs) | [VideoDB](/leaderboard/claudecode/api/videodb)

### Voice TTS
[Speechify](/leaderboard/claudecode/api/speechify) | [ElevenLabs](/leaderboard/claudecode/api/elevenlabs) | [Rime](/leaderboard/claudecode/api/rime) | [Cartesia](/leaderboard/claudecode/api/cartesia) | [Resemble AI](/leaderboard/claudecode/api/resemble-ai) | [LMNT](/leaderboard/claudecode/api/lmnt)

### API Testing
[Postman](/leaderboard/claudecode/api/postman)

### Agent Memory
[Letta](/leaderboard/claudecode/api/letta) | [Zep](/leaderboard/claudecode/api/zep) | [Mem0](/leaderboard/claudecode/api/mem0) | [Cognee](/leaderboard/claudecode/api/cognee)

### Vector Databases
[Pinecone](/leaderboard/claudecode/api/pinecone) | [Zilliz Cloud](/leaderboard/claudecode/api/zilliz-cloud) | [Qdrant](/leaderboard/claudecode/api/qdrant) | [Chroma](/leaderboard/claudecode/api/chroma) | [Weaviate](/leaderboard/claudecode/api/weaviate) | [LanceDB](/leaderboard/claudecode/api/lancedb)

### Unified API
[Apideck](/leaderboard/claudecode/api/apideck) | [Merge](/leaderboard/claudecode/api/merge) | [Naive](/leaderboard/claudecode/api/naive) | [Hookdeck](/leaderboard/claudecode/api/hookdeck)

### Geocoding
[OpenCageData](/leaderboard/claudecode/api/opencagedata)

### Proxy
[Massive](/leaderboard/claudecode/api/massive)

### Media Generation
[Replicate](/leaderboard/claudecode/api/replicate)

### E-Signature
[BoldSign](/leaderboard/claudecode/api/boldsign) | [Docusign](/leaderboard/claudecode/api/docusign) | [PandaDoc](/leaderboard/claudecode/api/pandadoc)

### Durable Workflow
[Restate](/leaderboard/claudecode/api/restate) | [Camunda](/leaderboard/claudecode/api/camunda) | [Prefect](/leaderboard/claudecode/api/prefect) | [Temporal](/leaderboard/claudecode/api/temporal) | [Akka](/leaderboard/claudecode/api/akka) | [AWS Step Functions](/leaderboard/claudecode/api/aws-step-functions) | [Cadence](/leaderboard/claudecode/api/cadence) | [Netflix Conductor](/leaderboard/claudecode/api/netflix-conductor)

### Verification
[Surge](/leaderboard/claudecode/api/surge) | [Prelude](/leaderboard/claudecode/api/prelude) | [Entrig](/leaderboard/claudecode/api/entrig)

### Observability
[BetterStack](/leaderboard/claudecode/api/betterstack) | [Datadog](/leaderboard/claudecode/api/datadog) | [Oodle](/leaderboard/claudecode/api/oodle)

### Voice Infra
[Daily](/leaderboard/claudecode/api/daily) | [Agora](/leaderboard/claudecode/api/agora) | [LiveKit](/leaderboard/claudecode/api/livekit) | [100ms](/leaderboard/claudecode/api/100ms) | [Pipecat](/leaderboard/claudecode/api/pipecat)

### Voice Telephony
[Vapi](/leaderboard/claudecode/api/vapi) | [Infobip](/leaderboard/claudecode/api/infobip) | [Vonage](/leaderboard/claudecode/api/vonage) | [Plivo](/leaderboard/claudecode/api/plivo) | [Telnyx](/leaderboard/claudecode/api/telnyx) | [Allo](/leaderboard/claudecode/api/allo) | [Twilio](/leaderboard/claudecode/api/twilio) | [Sinch](/leaderboard/claudecode/api/sinch) | [Bandwidth](/leaderboard/claudecode/api/bandwidth) | [Bolna](/leaderboard/claudecode/api/bolna)

### Coding Agent
[Kosuke](/leaderboard/claudecode/api/kosuke)

### Agent UI
[CopilotKit](/leaderboard/claudecode/api/copilotkit)

### Stablecoin
[DFNS](/leaderboard/claudecode/api/dfns) | [Circle](/leaderboard/claudecode/api/circle) | [BlindPay](/leaderboard/claudecode/api/blindpay) | [Coinbase Payments](/leaderboard/claudecode/api/coinbase-payments) | [Kite](/leaderboard/claudecode/api/kite) | [Fireblocks](/leaderboard/claudecode/api/fireblocks) | [RampRadar](/leaderboard/claudecode/api/rampradar) | [Triple-A](/leaderboard/claudecode/api/triple-a)

### Code Review
[Semgrep](/leaderboard/claudecode/api/semgrep) | [Qodo](/leaderboard/claudecode/api/qodo) | [Greptile](/leaderboard/claudecode/api/greptile) | [CodeRabbit](/leaderboard/claudecode/api/coderabbit) | [Macroscope](/leaderboard/claudecode/api/macroscope)

### Sales Intelligence
[Apollo](/leaderboard/claudecode/api/apollo)

### Agent Automation
[Dust](/leaderboard/claudecode/api/dust) | [Gumloop](/leaderboard/claudecode/api/gumloop) | [Relevance AI](/leaderboard/claudecode/api/relevance-ai)

### Public Sector Intelligence
[GovSpend](/leaderboard/claudecode/api/govspend) | [Pursuit](/leaderboard/claudecode/api/pursuit) | [NationGraph](/leaderboard/claudecode/api/nationgraph) | [Bargo](/leaderboard/claudecode/api/bargo)

### CMS
[Shopware](/leaderboard/claudecode/api/shopware) | [Strapi](/leaderboard/claudecode/api/strapi)

### Data Pipeline
[CocoIndex](/leaderboard/claudecode/api/cocoindex)

### Neocloud
[Nebius AI Cloud](/leaderboard/claudecode/api/nebius-ai-cloud)

### Talent Directory
[Roster](/leaderboard/claudecode/api/roster)

### Agent MCP Gateway
[Composio](/leaderboard/claudecode/api/composio) | [Arcade](/leaderboard/claudecode/api/arcade) | [Merge Agent Handler](/leaderboard/claudecode/api/merge-agent-handler)

### Security Scanning
[Unclone](/leaderboard/claudecode/api/unclone)

### Database
[Convex](/leaderboard/claudecode/api/convex)

## Contact

Website: https://lightsage.com