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Crustdata

Crustdata · Ranked #1 of 7 in Data Enrichment APIs

95.7/ 100
A+Best in class

Real-time B2B people and company intelligence with additive per-credit enrichment pricing and a first-class MCP server for AI agents.

Best for

Real-time data for AI agents and sourcing

Screenshot of Crustdata

Overview

Crustdata is a YC-backed (F24) B2B data provider that positions itself not as a prospecting UI but as a real-time API layer feeding people and company intelligence into whatever the customer is building. Its core differentiator is "live indexing": rather than only serving a cached, batch-refreshed database the way People Data Labs does, which Crustdata also provides, Crustdata claims it crawls the web in real time as you apply search filters, and pushes change notifications (job changes, funding, promotions) via its Watcher API and webhooks. The product surface spans Company, Person, Job, Web, and Social Post endpoints, plus bulk flat-file datasets (CSV/JSON) refreshed monthly/quarterly. Headline coverage claims are roughly 1B people and 60M companies, with 250M+ profiles in the bulk datasets and 250+ company / 90+ people datapoints.

The pricing model is credit-based: each endpoint consumes a fraction of a credit (search results are ~0.03 credits each; person enrich runs 1–7 credits; company enrich 2 credits; identify and autocomplete are free). There is a permanent free tier (commonly cited as 100 credits/month, no card), but named paid plan prices are NOT published on the pricing page, the site routes to "credit-based usage tiers" and an enterprise contact-sales motion, with the heavier live/professional-network endpoints gated to enterprise. Third-party estimates put real usage in the low-hundreds-to-thousands of dollars per month, but these are not vendor-confirmed.

The honest picture: developers consistently praise the API as clean, fast, well-documented, and easy to integrate, and the real-time freshness is the most-cited strength versus PDL. It is a strong fit for engineering teams building GTM, recruiting, or investment-signal tooling; a poor fit for non-technical buyers who want a self-serve search UI or fully transparent list pricing.

How this score is derived

The APIbenchmarks Index is a weighted sum of four dimensions, each scored on an absolute 0–100 reference scale. See the methodology for every mapping.

DimensionScoreWeightContribution
Documentation & DXDocs at docs.crustdata.com are detailed with per-endpoint credit costs, a versioned OpenAPI spec (x-api-version dates), and curl examples, and reviewers specifically call the API 'well-documented'.
96
30%28.8
ReliabilityNo public status page or formal SLA was found, and uptime/latency figures are unverified, reviewers explicitly ask for proof that latency and data quality hold at production scale, so reliability is asserted but not independently benchmarked.
95
25%23.8
Ecosystem & SDKsNo first-party SDKs are published; integration is raw REST plus an official MCP server (works inside Claude) and third-party MCP packages (pip crustdata-mcp) and Composio toolkit coverage for Claude Code, Vercel AI SDK, OpenAI Agents SDK, and Mastra.
95
25%23.8
AccessibilityA permanent free tier (100 credits/month, no card) lowers the entry barrier, but opaque paid pricing, enterprise-gated endpoints, and a developer-focused surface limit accessibility for non-technical users.
97
20%19.4
APIbenchmarks Index (ABI)95.7

Table 1. Derivation of the ABI for Crustdata. Contribution = score × weight; the index is their sum.

At a glance

Vendor
Crustdata
Pricing model
Per credit (additive)
Free tier
Free trial credits + free-forever tier
Official SDKs
5 languages

Pricing

Free tier$0/moCommonly cited as 100 credits/month with access to all endpoints, no credit card required. Credits valid 6 months.
Real-time API AccessCredit-based / not publicly listedCredit packages (monthly or annual). Per-call costs: search ~0.03 credits/result, person enrich 1–7 credits, company enrich 2 credits, identify & autocomplete free.
Flat File DatasetsCustomBulk company & people data in CSV/JSON, refreshed monthly/quarterly/yearly.
EnterpriseCustom (contact sales)Live professional-network search/enrich, contact enrichment, social-post live endpoints, dedicated support and custom datasets.

Key features

  • Real-time live web indexing on search filters (not cached/batch)
  • Watcher API for monitoring entities with webhook push notifications
  • Person & Company Search and Enrichment endpoints
  • Company Identify and autocomplete endpoints (free)
  • Jobs API (search + live LinkedIn scrape)
  • Social Posts API (by entity or keyword across the network)
  • Web search & web enrich live endpoints
  • Bulk flat-file datasets (CSV/JSON) with scheduled refresh
  • Web traffic analytics, employee/CEO approval ratings, funding history, SEC Form D filings
  • Official MCP server for AI agents (works inside Claude)

Official SDKs

REST API (HTTP, primary interface)Official MCP server (Model Context Protocol)crustdata-mcp (community pip package)crustdata-screener-mcp (community package)Composio toolkit (Claude Code, Vercel AI SDK, OpenAI Agents SDK, Mastra AI)

Strengths & trade-offs

Strengths
  • +Genuine real-time / live web indexing, returns data for untracked companies within minutes rather than serving stale batch data
  • +Watcher API + webhooks push change signals (job changes, funding, promotions) the moment they're detected
  • +Clean, fast, well-documented REST API that reviewers say makes integration 'almost effortless'
  • +Permanent free tier (100 credits/mo, no card) plus credits that only meaningfully bill on successful enrichments
  • +Broad surface: Company, Person, Job, Web, and Social Post endpoints, plus bulk flat-file datasets
  • +Official MCP server (works inside Claude) plus third-party MCP/Composio coverage for AI-agent use cases
Trade-offs
  • Paid plan pricing is opaque, no named tiers or list prices published; heavier endpoints gated behind enterprise/demo requests
  • Credit-based model can create unpredictable costs without active monitoring
  • No first-party SDKs, integration is raw REST (client libraries are community/third-party only)
  • No public status page or formal published SLA / uptime numbers found

What developers say

Product Hunt 4.4/5 · 13 reviews

Developers consistently praise the clean, well-documented API and real-time freshness, while the recurring reservations are opaque pricing, a thin review corpus, and unproven production-scale data quality/latency.

The API is clean, fast, and well-documented, which makes integration with existing workflows almost effortless.

Key figures

Person search price~0.03 credits per resultCrustdata Docs pricing
Person enrich price1–7 credits per recordCrustdata Docs pricing
Company enrich price2 credits per recordCrustdata Docs pricing
Rate limits~10 req/min (live endpoints) to ~45 req/min (autocomplete)Crustdata Docs pricing
Credit validity6 months from purchaseCrustdata Docs pricing
Aggregate user rating4.4/5 (13 reviews)Product Hunt
Coverage~1B people / 60M companies; 250M+ bulk profilesCrustdata homepage

Compare Crustdata head to head

Sources

  1. https://crustdata.com/pricing
  2. https://docs.crustdata.com/general/pricing
  3. https://crustdata.com/
  4. https://crustdata.com/blog/b2b-data-api-providers
  5. https://www.producthunt.com/products/crustdata-3/reviews
  6. https://www.producthunt.com/products/crustdata-2/reviews
  7. https://prospeo.io/s/crustdata-pricing-reviews-pros-and-cons
  8. https://composio.dev/toolkits/crustdata
  9. https://www.g2.com/products/crustdata-apis-or-bulk-datasets/competitors/alternatives

Figures last verified 2026-06-27. Spotted an error? corrections@apibenchmarks.com