{
  "site": "B2BDataBenchmarks",
  "url": "https://b2bdatabenchmarks.com",
  "tagline": "Independent benchmarks for B2B data providers.",
  "generated": "2026-09-11",
  "license": "CC BY 4.0",
  "corrections": "info@b2bdatabenchmarks.com",
  "core_metrics": [
    "coverage / match rate",
    "accuracy",
    "freshness",
    "latency p50",
    "price per useful result",
    "API quality"
  ],
  "suites": [
    {
      "slug": "email",
      "name": "Email Data",
      "url": "https://b2bdatabenchmarks.com/#email",
      "providers": [
        "apollo",
        "bettercontact",
        "blitz-api",
        "cognism",
        "contactout",
        "coresignal",
        "crustdata",
        "datagma",
        "enrow",
        "findymail",
        "forager",
        "fullenrich",
        "getleads",
        "hunter",
        "icypeas",
        "leadmagic",
        "limadata",
        "lusha",
        "mixrank",
        "ocean-io",
        "people-data-labs",
        "reverse-contact",
        "prospeo",
        "signalhire",
        "snov",
        "wiza",
        "zoominfo"
      ]
    },
    {
      "slug": "phone",
      "name": "Phone Data",
      "url": "https://b2bdatabenchmarks.com/#phone",
      "providers": [
        "apollo",
        "bettercontact",
        "blitz-api",
        "cognism",
        "contactout",
        "coresignal",
        "crustdata",
        "datagma",
        "enrow",
        "findymail",
        "forager",
        "fullenrich",
        "getleads",
        "icypeas",
        "leadmagic",
        "limadata",
        "lusha",
        "ocean-io",
        "people-data-labs",
        "reverse-contact",
        "prospeo",
        "signalhire",
        "wiza",
        "zoominfo"
      ]
    },
    {
      "slug": "people",
      "name": "People Data",
      "url": "https://b2bdatabenchmarks.com/#people",
      "providers": [
        "apollo",
        "bettercontact",
        "blitz-api",
        "captain-data",
        "cb-insights",
        "cognism",
        "contactout",
        "coresignal",
        "crustdata",
        "datagma",
        "enrow",
        "findymail",
        "forager",
        "fullenrich",
        "getleads",
        "hunter",
        "icypeas",
        "leadmagic",
        "limadata",
        "lusha",
        "mixrank",
        "ocean-io",
        "people-data-labs",
        "reverse-contact",
        "prospeo",
        "signalhire",
        "snov",
        "wiza",
        "zoominfo"
      ]
    },
    {
      "slug": "company",
      "name": "Company Data",
      "url": "https://b2bdatabenchmarks.com/#company",
      "providers": [
        "apollo",
        "bettercontact",
        "blitz-api",
        "bright-data",
        "captain-data",
        "cb-insights",
        "cognism",
        "contactout",
        "coresignal",
        "crustdata",
        "datagma",
        "enrow",
        "findymail",
        "forager",
        "fullenrich",
        "getleads",
        "hunter",
        "icypeas",
        "leadmagic",
        "limadata",
        "lusha",
        "mixrank",
        "ocean-io",
        "people-data-labs",
        "reverse-contact",
        "prospeo",
        "signalhire",
        "snov",
        "wiza",
        "zoominfo"
      ]
    },
    {
      "slug": "intent",
      "name": "Intent Data",
      "url": "https://b2bdatabenchmarks.com/#intent",
      "providers": [
        "apollo",
        "blitz-api",
        "cb-insights",
        "cognism",
        "coresignal",
        "crustdata",
        "getleads",
        "hunter",
        "leadmagic",
        "lusha",
        "mixrank",
        "ocean-io",
        "zoominfo"
      ]
    },
    {
      "slug": "jobs",
      "name": "Jobs Data",
      "url": "https://b2bdatabenchmarks.com/#jobs",
      "providers": [
        "apollo",
        "cb-insights",
        "coresignal",
        "crustdata",
        "forager",
        "hunter",
        "leadmagic",
        "people-data-labs",
        "zoominfo"
      ]
    },
    {
      "slug": "technographic",
      "name": "Technographic Data",
      "url": "https://b2bdatabenchmarks.com/#technographic",
      "providers": [
        "apollo",
        "blitz-api",
        "bright-data",
        "cb-insights",
        "cognism",
        "coresignal",
        "crustdata",
        "leadmagic",
        "lusha",
        "mixrank",
        "ocean-io",
        "people-data-labs",
        "zoominfo"
      ]
    }
  ],
  "sub_reports": [
    {
      "slug": "people-search",
      "suite": "people",
      "name": "People Search API",
      "tagline": "role + seniority + geo queries"
    },
    {
      "slug": "people-lookup",
      "suite": "people",
      "name": "People Lookup API",
      "tagline": "email to social profile"
    },
    {
      "slug": "people-live",
      "suite": "people",
      "name": "People Live API",
      "tagline": "live social profile, not cached"
    },
    {
      "slug": "company-search",
      "suite": "company",
      "name": "Company Search API",
      "tagline": "industry + headcount + geo queries"
    },
    {
      "slug": "company-lookup",
      "suite": "company",
      "name": "Company Lookup API",
      "tagline": "domain to company profile"
    },
    {
      "slug": "company-live",
      "suite": "company",
      "name": "Company Live API",
      "tagline": "live social company profile, not cached"
    }
  ],
  "access_channels": [
    "MCP",
    "CLI",
    "API",
    "Dataset",
    "CSV"
  ],
  "providers": [
    {
      "name": "Apollo.io",
      "slug": "apollo",
      "domain": "apollo.io",
      "url": "https://apollo.io",
      "description": "All-in-one GTM platform: B2B database, prospecting, enrichment, sequences, dialer and sales automation.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.7,
        "count": 9824,
        "platforms": [
          "G2"
        ]
      }
    },
    {
      "name": "BetterContact",
      "slug": "bettercontact",
      "domain": "bettercontact.rocks",
      "url": "https://bettercontact.rocks",
      "description": "Waterfall contact enrichment aggregating 20+ providers for emails and mobiles.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Blitz API",
      "slug": "blitz-api",
      "domain": "blitz-api.ai",
      "url": "https://blitz-api.ai",
      "description": "API-first GTM data: ICP search, people and company search, employee finder and enrichment.",
      "suites": [
        "people",
        "company",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Bright Data",
      "slug": "bright-data",
      "domain": "brightdata.com",
      "url": "https://brightdata.com",
      "description": "Web-data infrastructure and company data feeds unifying 10+ sources, delivered to warehouses and files.",
      "suites": [
        "company",
        "technographic"
      ],
      "access": [
        "API",
        "CSV",
        "Dataset"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.4,
        "count": 1430,
        "platforms": [
          "G2",
          "Capterra",
          "Trustpilot"
        ]
      }
    },
    {
      "name": "Captain Data",
      "slug": "captain-data",
      "domain": "captaindata.com",
      "url": "https://captaindata.com",
      "description": "Real-time people and company search / enrichment API, strong on LinkedIn resolution and employee mapping.",
      "suites": [
        "people",
        "company"
      ],
      "access": [
        "API"
      ],
      "live_data": true,
      "reviews": null
    },
    {
      "name": "CB Insights",
      "slug": "cb-insights",
      "domain": "cbinsights.com",
      "url": "https://cbinsights.com",
      "description": "Market intelligence for strategy, corp dev and investors: private companies, funding, deals and market signals.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic"
      ],
      "access": [
        "API",
        "Dataset"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.4,
        "count": 16,
        "platforms": [
          "G2"
        ]
      }
    },
    {
      "name": "Cognism",
      "slug": "cognism",
      "domain": "cognism.com",
      "url": "https://cognism.com",
      "description": "Compliance-first sales intelligence with strong European coverage and phone-verified mobiles.",
      "suites": [
        "people",
        "company",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.4,
        "count": 1927,
        "platforms": [
          "G2",
          "Capterra",
          "Trustpilot"
        ]
      }
    },
    {
      "name": "ContactOut",
      "slug": "contactout",
      "domain": "contactout.com",
      "url": "https://contactout.com",
      "description": "Contact data for recruiting and sales: browser extension, search / enrichment and API, personal and work emails.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 3.2,
        "count": 227,
        "platforms": [
          "G2",
          "Capterra",
          "Trustpilot"
        ]
      }
    },
    {
      "name": "Coresignal",
      "slug": "coresignal",
      "domain": "coresignal.com",
      "url": "https://coresignal.com",
      "description": "Structured public-web B2B datasets — employees, companies, jobs — with API, MCP and agentic search.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "API",
        "CSV",
        "Dataset"
      ],
      "live_data": true,
      "reviews": null
    },
    {
      "name": "Crustdata",
      "slug": "crustdata",
      "domain": "crustdata.com",
      "url": "https://crustdata.com",
      "description": "Unified B2B data API for company, people, jobs, web and social data, built for agents, with an official CLI.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "CLI",
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.4,
        "count": 13,
        "platforms": [
          "Product Hunt"
        ]
      }
    },
    {
      "name": "Datagma",
      "slug": "datagma",
      "domain": "datagma.com",
      "url": "https://datagma.com",
      "description": "Real-time B2B enrichment over a simple REST API with pay-per-match pricing.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Enrow",
      "slug": "enrow",
      "domain": "enrow.io",
      "url": "https://enrow.io",
      "description": "Large-scale work email and phone finding and verification: async API, webhooks, bulk, SDKs.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Findymail",
      "slug": "findymail",
      "domain": "findymail.com",
      "url": "https://findymail.com",
      "description": "Email finder and verifier focused on deliverability, commonly paired with LinkedIn / Sales Navigator workflows.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Forager",
      "slug": "forager",
      "domain": "forager.ai",
      "url": "https://forager.ai",
      "description": "People, organisation and job-post APIs for sourcing and talent intelligence, with contact reveal.",
      "suites": [
        "people",
        "company",
        "jobs",
        "email",
        "phone"
      ],
      "access": [
        "API"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "FullEnrich",
      "slug": "fullenrich",
      "domain": "fullenrich.com",
      "url": "https://fullenrich.com",
      "description": "Waterfall contact enrichment aggregating 15+ vendors for email and mobile, with reverse email lookup.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "GetLeads",
      "slug": "getleads",
      "domain": "getleads.io",
      "url": "https://getleads.io",
      "description": "B2B contact database and enrichment built for AI agents — REST API and MCP, no dashboard.",
      "suites": [
        "people",
        "company",
        "intent",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "API"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Hunter.io",
      "slug": "hunter",
      "domain": "hunter.io",
      "url": "https://hunter.io",
      "description": "Email finding, verification and domain search, extended to leads and companies; bulk CSV and official MCP.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "email"
      ],
      "access": [
        "MCP",
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.4,
        "count": 696,
        "platforms": [
          "G2"
        ]
      }
    },
    {
      "name": "Icypeas",
      "slug": "icypeas",
      "domain": "icypeas.com",
      "url": "https://icypeas.com",
      "description": "Contact data and enrichment API: email discovery, verification, reverse lookup, find-people and bulk.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "LeadMagic",
      "slug": "leadmagic",
      "domain": "leadmagic.io",
      "url": "https://leadmagic.io",
      "description": "API-first B2B enrichment for GTM engineers and agents — REST, CLI, MCP and CSV across people, company, jobs, intent and technographics.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "CLI",
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.3,
        "count": 19,
        "platforms": [
          "G2"
        ]
      }
    },
    {
      "name": "Limadata",
      "slug": "limadata",
      "domain": "limadata.com",
      "url": "https://limadata.com",
      "description": "Real-time people data API with 90+ search attributes, email finding / verification and success-based pricing.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Lusha",
      "slug": "lusha",
      "domain": "lusha.com",
      "url": "https://lusha.com",
      "description": "Sales intelligence with contact and company data, enrichment, signals and recommendations; extension and API v3.",
      "suites": [
        "people",
        "company",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.2,
        "count": 2443,
        "platforms": [
          "G2",
          "Capterra",
          "TrustRadius",
          "Trustpilot"
        ]
      }
    },
    {
      "name": "MixRank",
      "slug": "mixrank",
      "domain": "mixrank.com",
      "url": "https://mixrank.com",
      "description": "App, publisher, ad and technology intelligence with decision-maker data over an HTTP/JSON API.",
      "suites": [
        "people",
        "company",
        "intent",
        "technographic",
        "email"
      ],
      "access": [
        "API"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 3.8,
        "count": 12,
        "platforms": [
          "G2",
          "TrustRadius"
        ]
      }
    },
    {
      "name": "Ocean.io",
      "slug": "ocean-io",
      "domain": "ocean.io",
      "url": "https://ocean.io",
      "description": "Account and people search with lookalike intelligence, technology filters and verified-email reveal.",
      "suites": [
        "people",
        "company",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "People Data Labs",
      "slug": "people-data-labs",
      "domain": "peopledatalabs.com",
      "url": "https://peopledatalabs.com",
      "description": "Dataset-first people and company data: search / enrichment APIs, batch CSV enrichment and licensed datasets.",
      "suites": [
        "people",
        "company",
        "jobs",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV",
        "Dataset"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4,
        "count": 21,
        "platforms": [
          "G2",
          "Trustpilot"
        ]
      }
    },
    {
      "name": "Reverse Contact",
      "slug": "reverse-contact",
      "domain": "reversecontact.com",
      "url": "https://reversecontact.com",
      "description": "Data-first, agent-ready people and company search / enrichment with live B2B social profiles, email→profile and domain→company resolution, and a validation-first email + phone waterfall. API, CLI and MCP.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "CLI",
        "API",
        "CSV"
      ],
      "live_data": true,
      "reviews": {
        "weighted_rating": 4.7,
        "count": 248,
        "platforms": [
          "G2",
          "Product Hunt"
        ]
      }
    },
    {
      "name": "Prospeo",
      "slug": "prospeo",
      "domain": "prospeo.io",
      "url": "https://prospeo.io",
      "description": "Contact data, email verification and enrichment for outbound via API, bulk endpoints and MCP.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.6,
        "count": 748,
        "platforms": [
          "G2"
        ]
      }
    },
    {
      "name": "SignalHire",
      "slug": "signalhire",
      "domain": "signalhire.com",
      "url": "https://signalhire.com",
      "description": "Professional profile database with contact data for recruiting and CRM enrichment; Search and Person APIs.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Snov.io",
      "slug": "snov",
      "domain": "snov.io",
      "url": "https://snov.io",
      "description": "Email outreach platform with finder, verifier, bulk verification and enrichment API.",
      "suites": [
        "people",
        "company",
        "email"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "Wiza",
      "slug": "wiza",
      "domain": "wiza.co",
      "url": "https://wiza.co",
      "description": "LinkedIn-centric contact enrichment with real-time verification; API, webhooks and MCP.",
      "suites": [
        "people",
        "company",
        "email",
        "phone"
      ],
      "access": [
        "MCP",
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": null
    },
    {
      "name": "ZoomInfo",
      "slug": "zoominfo",
      "domain": "zoominfo.com",
      "url": "https://zoominfo.com",
      "description": "Enterprise GTM intelligence: contacts, companies, technographics, intent, orchestration; GTM API with OAuth 2.0.",
      "suites": [
        "people",
        "company",
        "jobs",
        "intent",
        "technographic",
        "email",
        "phone"
      ],
      "access": [
        "API",
        "CSV"
      ],
      "live_data": false,
      "reviews": {
        "weighted_rating": 4.5,
        "count": 3512,
        "platforms": [
          "G2"
        ]
      }
    }
  ],
  "note": "Benchmark scores are published per suite on the site with the full raw audit trail; inputs are verified before each run, so real-world results will be lower."
}