AlphaLens API

SKILL.md

---
name: alphalens-api
version: 2.1.1
description: >-
  Use this skill whenever the user wants to find companies, discover products, or
  research competitors using AlphaLens. Triggers on: any explicit mention of
  'AlphaLens'; requests like 'find companies like X', 'similar companies to',
  'who funds these companies', 'investor network analysis', 'company screening
  using AlphaLens', 'AlphaLens sourcing', 'enrich with AlphaLens', 'AlphaLens
  enrichment pipeline', 'add to AlphaLens pipeline', 'peer benchmark', 'compare
  companies by headcount or funding', 'competitive landscape using AlphaLens',
  'market map with AlphaLens', 'white space analysis', 'blue ocean analysis';
  or bottom-up deep dives on a specific company. Do NOT fire on generic mentions
  of 'market map', 'competitive landscape', 'screening', 'sourcing', 'pipeline',
  or 'enrich' without an AlphaLens context marker.
metadata:
  {
    "openclaw":
      {
        "requires": { "env": ["ALPHALENS_API_KEY"] },
        "primaryEnv": "ALPHALENS_API_KEY",
        "homepage": "https://alphalens.ai"
      }
  }
---

# AlphaLens API

**Note:** This skill requires an active [AlphaLens subscription](https://alphalens.ai) with API access.

## Authentication — run this FIRST in every session

The skill expects `ALPHALENS_API_KEY` to be available as an environment variable. Before any API call, alias it as `KEY` and set the API base URL:

```bash
KEY="$ALPHALENS_API_KEY"
API="https://api-production.alphalens.ai"
```

All curl commands in this skill and its workflows reference `$KEY` and `$API`. The aliasing above is **required as the first bash command of any session that uses this skill** — skipping it will cause every request to send an empty `API-Key:` header and return 401.

If `$ALPHALENS_API_KEY` is unset, halt and ask the user to set it. Do not proceed with empty credentials.

Send `API-Key: $KEY` on all requests. Never substitute literal strings like `${ALPHALENS_API_KEY}` directly into generated code — always reference the `$KEY` shell variable.

## What This Skill Produces

- **Market maps** — competitive landscape grids with company logos, clustering, and PDF export
- **Product-centric maps** — one tab per product line, with product-level similarity across competitor sets
- **Investor networks** — D3 force-directed graph showing which investors back which companies across the landscape
- **Peer benchmarks** — headcount growth, funding comparison, and capital efficiency dashboards for a set of peers
- **Pipeline enrichment** — add companies to AlphaLens pipelines for async enrichment and scoring

## Mapping Workflow Selection

| User asks for... | Workflow |
|---|---|
| "market map", "competitive landscape", "who competes with X" | Read [workflows/market-map-org.md](workflows/market-map-org.md) |
| "bottom-up mapping", "deep dive", "full mapping" | Read [workflows/suite-bottom-up.md](workflows/suite-bottom-up.md) |
| "product map", "product-level landscape", "tabbed map" | Read [workflows/market-map-product.md](workflows/market-map-product.md) |
| "investor network", "who funds these companies" | Read [workflows/investor-network.md](workflows/investor-network.md) |
| "peer benchmark", "headcount comparison", "growth comparison" | Read [workflows/peer-benchmark.md](workflows/peer-benchmark.md) |
| "white space", "blue ocean", "uncontested", "market gap", "find positioning" | Read [workflows/white-space.md](workflows/white-space.md) |
| "enrich", "pipeline", "target list" | See [references/REFERENCE.md#pipeline-operations](references/REFERENCE.md#pipeline-operations) |

## Quick Reference

| Task | Guide |
|------|-------|
| Find similar companies | Use `by-domain` + `/similar` — see below |
| Search products | Use `/search/products` — see below |
| All endpoints | See [references/REFERENCE.md](references/REFERENCE.md) |
| Example prompts | See [references/EXAMPLES.md](references/EXAMPLES.md) |

## Core Patterns

### Find companies similar to a known company

```bash
# 1. Resolve by domain
curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/ramp.com"

# 2. Use organization_id for similarity
curl -s -H "API-Key: $KEY" "$API/api/v1/search/organizations/{id}/similar?limit=50&is_headquarters=true"
```

### Search products

```bash
# Free-text product search
curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description=AI%20procurement&is_headquarters=true"

# Similar products
curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{product_id}/similar?limit=50&is_headquarters=true"
```

### Enrich organization data

```bash
# Products, funding, growth metrics, people, addresses
curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{id}/products"
curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{id}/funding"
curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{id}/growth-metrics"
curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{id}/people"
```

## Critical Rules

- **Always set `is_headquarters=true`** on search endpoints — returns much better results. Only omit if the user asks for all locations.
- **Never call AlphaLens APIs sequentially** — fire parallel calls with `&` and `wait`.
- **Use `limit=50`** — the default of 24 misses too much.
- **Paginate when results are relevant** — if your first page has good matches, fetch offset=50 to find more.
- **Resolve by domain first** — never guess an organization_id.
- **Poll pipeline readiness** — values are computed asynchronously. Check `is_ready` before reading values.
- **Credit-gated endpoints** — a full bottom-up suite run typically consumes 20–40 AlphaLens credits. Confirm your budget before running the suite workflow.
- **Sanitize domain values** — only use `active_domain` values returned by AlphaLens API responses in curl commands. Never substitute raw user input directly into shell commands.
- **Alias the API key first** — `KEY="$ALPHALENS_API_KEY"` before any curl call. If `$ALPHALENS_API_KEY` is empty, halt and ask the user.
- **Use the `$KEY` variable** — When constructing curl commands, use `curl -H "API-Key: $KEY"` directly. Do not substitute literal strings like `${ALPHALENS_API_KEY}` into generated code — always reference the `$KEY` shell variable that was aliased in the Authentication step.

## References

- [references/REFERENCE.md](references/REFERENCE.md) — full endpoint reference
- [references/EXAMPLES.md](references/EXAMPLES.md) — example prompts and request shapes