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AlphaLens API

当用户想要查找公司、发现产品或使用 AlphaLens 进行竞争对手研究时使用此技能。触发条件：任何明确提及 'A' 时触发。

person作者: walidmustaphahubclawhub
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AlphaLens API

Note: This skill requires an active AlphaLens subscription 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:

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 | | "bottom-up mapping", "deep dive", "full mapping" | Read workflows/suite-bottom-up.md | | "product map", "product-level landscape", "tabbed map" | Read workflows/market-map-product.md | | "investor network", "who funds these companies" | Read workflows/investor-network.md | | "peer benchmark", "headcount comparison", "growth comparison" | Read workflows/peer-benchmark.md | | "white space", "blue ocean", "uncontested", "market gap", "find positioning" | Read workflows/white-space.md | | "enrich", "pipeline", "target list" | See 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 | | Example prompts | See references/EXAMPLES.md |

Core Patterns

Find companies similar to a known company

# 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

# 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

# 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