established · 0.2

Data Enrichment

Score 25.1 / 100 74 providers +4 via APIs 30 APIs Search apis.io →
Variants seen in the corpus: Data Enrichmentdata enrichmentdata-enrichment

Providers using this tag (74)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 6 Complete, well-documented, and agent-ready
ZoomInfoB2BB2B DataCompany DataContact Database7 APIs84.7DeBounceEmail ValidationEmail VerificationDeliverabilityDisposable Email Detection3 APIs70.3lemlistEmail OutreachSales EngagementCold EmailSales Automation3 APIs70.1SpadeCompanyFinancial-ServicesTransaction EnrichmentMerchant Intelligence1 API70.1LeadspaceMCPAI AgentsB2B DataCustomer Data Platform3 APIs67.3UnifySalesMarketingGo-To-MarketOutbound4 APIs66.9
Strong 29 Solid coverage with minor gaps
Seamless.AIB2BContact DataSales IntelligenceProspecting2 APIs66.2People Data LabsWeb IntelligencePerson DataCompany Data2 APIs66.0ExploriumB2B DataCompany DataProspect Enrichment1 API65.9The Companies APICompany DataFirmographicsWeb Intelligence1 API65.4Context.devWeb ScrapingBrand IntelligenceAI Agents1 API65.1ParallelCompanyArtificial IntelligenceWeb SearchAgents2 APIs65.0Snov.ioSales AutomationEmail FinderEmail VerificationLead Generation1 API64.9HeronCompanyFinancial-ServicesDocument AutomationUnderwriting1 API64.8Cracked APIAI AgentsAgent ToolsMCPTool Router1 API64.0Dun & BradstreetBusiness DataCompany DataD-U-N-S NumberCredit1 API64.0DemandbaseAccount Based MarketingAdvertisingAI AgentsB2B Marketing16 APIs63.2RefuelArtificial IntelligenceLLMData Labeling3 APIs62.01LookupPhone ValidationEmail ValidationIP IntelligenceFraud and Risk3 APIs61.6StructifyCompanyArtificial IntelligenceDataWeb Scraping1 API61.2Parallel Web SystemsCompanyAi MlWeb SearchDeep Research2 APIs61.1Apollo API DocumentationAPI DocumentationSales IntelligencePeople Search1 API60.3EnrichContact DiscoveryWeb IntelligenceB2B Data7 APIs59.8RocketReachB2BContact DataEmail LookupPhone Lookup5 APIs59.8NtropyCompanyFintechTransaction EnrichmentFinancial Data2 APIs59.1RB2BIdentity ResolutionVisitor IdentificationB2B DataLead Generation4 APIs58.2FinGoalFinancial-ServicesFintechTransaction Enrichment3 APIs58.0EvercontactCompanyContact ManagementContact Data1 API57.3RevenueBaseCompanyB2B DataEmail Verification2 APIs57.3MixRankCompanyDataTechnographicsFirmographics1 API57.1AdaptB2B DataContact DataCompany DataLead Intelligence1 API57.0OrthogonalCompanyAI AgentsAPI DiscoveryAPI Marketplace2 APIs56.8UpLeadB2BLead GenerationContact DataCompany Data1 API56.2SumbleCompanyAccount IntelligenceSales Intelligence1 API54.8VOYGRCompanyLocation IntelligencePOI Data1 API54.8
Developing 17 Usable, with meaningful gaps to close
LeOCompanyInsuranceCommercial InsuranceProperty and Casualty1 API53.6ExperianCompanyCredit BureauCredit ReportingIdentity Verification9 APIs53.5Harmonic.aiStartup IntelligenceVenture CapitalCompany DataPeople Data1 API53.0CB InsightsCompanyMarket Intelligenceprivate-company-dataVenture Capital1 API52.4CrustAPISearchGoogle MapsLinkedInSERP / Web Scraping1 API52.3FullContactIdentity ResolutionCustomer DataPerson API1 API52.3MadKuduCompanyApplicative SaasSales IntelligenceLead Scoring2 APIs51.2Seam AICompanyAi MlAccount Based MarketingSales Intelligence1 API49.4WindfallCompanyFintechWealth Data1 API49.0Windfall DataCompanyDataWealth Data1 API49.0The HogCompanyGTM IntelligenceSales Intelligence1 API48.3DashbotCompanyAi MlConversational AnalyticsChatbots2 APIs48.1Enigma AnalyticsCompanyBusiness DataKYBIdentity Verification4 APIs47.6MatchoryCompanyProcurementSupplier DiscoverySourcing1 API46.0LandbaseCompanyGo-To-MarketSalesMarketing1 API44.3Radar CNPJBusiness & Company DataGovernment/Open DataReceita FederalCNPJ1 API41.3OpenpriseData AutomationData QualityData OrchestrationAI Orchestration1 API39.4
Thin 11 Limited public surface area
Golden RecursionCompanyKnowledge GraphEntity Data1 API39.1TofuCompanyAi MlMarketingGo-To-Market1 API38.5ApolloArtificial IntelligenceB2B SalesCRM15 APIs35.8LeadGeniusCompanyLead GenerationSales1 API35.3BardeenAI AutomationWorkflow-AutomationWeb Scraping1 API34.0InfutorCompanyIdentity ResolutionConsumer Data5 APIs33.5TelefonoCarrier LookupFraud PreventionNumber Intelligence3 APIs32.2USADATA, Inc.CompanyDataMarketing1 API31.0IntricatelyCompanySales IntelligenceCloud IntelligenceTechnographics1 API30.6EvrimCompanyIntelligenceSignals1 API30.5RefuelCompanyData LabelingMachine-LearningLLM1 API26.3
Emerging 6 Early or largely undocumented
PocusCompanySales IntelligenceProduct-Led SalesRevenue Operations2 APIs25.0RankFabrikDataWeb ScrapingLocal BusinessPlaces4 APIs20.7PREDIK Data-DrivenWeb IntelligenceCompany DataB2B Data1 API15.2PitchMeCompanyRecruitmentTalent Intelligence1 API14.1HarmonyaCompanyProduct IntelligenceProduct Data13.3KaavioCompanyProduct ContentProduct DataProduct Information Management11.6
Minimal 5 Almost no public developer surface
EverstringCompanyPredictive MarketingSales Intelligence1 API8.6WhatsApp DataWhatsAppMessengerProfilePicture1 API7.8Datanyze *CompanyEnterpriseSales IntelligenceTechnographics5.3DataFoxCompanyEnterpriseCompany DataSales Intelligence5.0SlintelCompanyAutomationSales IntelligenceMarket Intelligence5.0

APIs with this tag (30)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 2 Complete, well-documented, and agent-ready
lemlist Enrich APIAsynchronous enrichment - find and verify emails, phone numbers and LinkedIn data, single or in bulk, then ...70.1New Relic NRQL Lookups APIThe New Relic NRQL Lookups API is a REST API for managing lookup tables that can be used to enrich NRQL que...68.1
Strong 2 Solid coverage with minor gaps
Cracked APIREST/HTTP API to discover, inspect, run and poll third-party agent tools, with smart-run capabilities, lead...64.01Lookup REST APIRESTful API over HTTPS covering all 1Lookup products (phone/email/IP validation, fraud, enrichment, B2B dat...61.6
Developing 13 Usable, with meaningful gaps to close
LeO MCP ConnectorFirst-party, hosted, remote MCP server exposing LeO's insurance intelligence -- 25M+ US businesses across 2...53.6LeO Public APIREST API for account entitlements, credit balance, commercial-insurance prospect search across 134 filter p...53.6Experian Aperture Data Quality APIThe consolidated Experian Data Quality REST API — 41 operations across 34 paths covering address search/val...53.5Experian Enrichment APIAppends demographic, geodemographic, location-insight and property attributes to a validated address or ide...53.5Experian Identity Append APIReturns additional contact and identity attributes for a known individual or household, including reverse p...53.5Harmonic MCP ServerHosted, agent-native MCP server exposing 40+ tools for enrichment, search, saved searches, lists, investors...53.0Harmonic REST & GraphQL APIREST API for company search, enrichment, saved searches, list management, and bulk operations, plus a full ...53.0CrustAPIREST API for structured Google and public LinkedIn data, key-authenticated, with a published OpenAPI spec a...52.3First American Income Estimate APIIncome estimate (SalaryComp) service returning a salary comparison for a named employer. Swagger 2.0, 2 ope...47.9First American Reverse Address Search APIReverse address search returning the owner current name, address or business associated with an address — b...47.9First American Reverse Phone Search APIReverse phone number search returning the owner current name, address or business associated with a phone n...47.9Landbase Platform APIThe Landbase cloud gateway that landbase-cli calls in platform mode. It backs natural-language audience sea...44.3Radar CNPJ APIPublic REST API over the Brazilian CNPJ registry: business-idea evaluation, CNPJ lookup, advanced search/ex...41.3
Thin 7 Limited public surface area
Tofu Enrich APICredit-metered company and people data enrichment. Two entities — company (keyed on domain or LinkedIn URL)...38.5BardeenBardeen is an AI-powered automation platform for automating repetitive tasks across web applications.34.0InfutorData Activate APIThe batch counterpart to the real-time LeadiD queries — a versioned REST surface on myJornaya for driving A...33.5Contentsquare Enrichment APIREST API for sending enrichment data batches into Contentsquare, enabling teams to merge first-party data w...31.6Cloud Dynamics API (Intricately)The Cloud Dynamics API (formerly the Intricately API) provides access to cloud adoption, usage, and spend d...30.6Salt Edge Data Enrichment APICategorize and enrich transactions, identify merchants, and surface financial insights.27.6Refuel Cloud APIProgrammatic access to the Refuel Cloud platform for managing projects, datasets, labeling tasks, task runs...26.3
Emerging 5 Early or largely undocumented
CaptionsTimestamped/segmented video transcript retrieval, up to 50 videos per call. Billed per transcript returned.20.7JobsJob posting collection that segments by publish window/area to exceed the public 1,000-result cap. Billed p...20.7PlacesLocal business data collection via geo point + radius sweep with deduplication on place ID; optional email ...20.7VerifyEmail verification via syntax, disposable-domain, MX and SMTP dialogue checks (no message sent), up to 100 ...20.7PREDIK Location Intelligence & Foot Traffic Data APIPartner-delivered, contact-sales data API that serves PREDIK's enriched location-intelligence products - PO...15.2
Minimal 1 Almost no public developer surface
WhatsApp Data APIRapidAPI-hosted REST API for WhatsApp number verification, profile display name, and profile picture lookup...7.8

Companies reaching this through an API (4)

These companies publish an API, specification or operation carrying “Data Enrichment” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Contentsquare First American Financial New Relic Salt Edge

Score breakdown

Frequency
55.1
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
54.0
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Sales Intelligence 28 co-occurrences Company Data 18 co-occurrences B2B Data 12 co-occurrences Contact Data 11 co-occurrences Firmographics 10 co-occurrences Lead Generation 16 co-occurrences Go-To-Market 11 co-occurrences Identity Resolution 8 co-occurrences

Where this tag comes from

Provider tag75
Api tag31

Cohort brief

Auto-generated

The 73 providers in the APIs.io catalog tagged Data Enrichment, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
73
all scored
Mean Kin Score
48.2
+24.3 vs catalog 23.9
Mean Agent Readiness
32.7
+20.7 vs catalog 12
Spread
5–84.7
median 53.5 · σ 18.4
How the 73 split by band
Exemplar 6Strong 29Developing 17Thin 11Emerging 6Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 62.3 26.5 +35.8 73
Developer Ergonomics 50.2 23.4 +26.8 73
Operational Transparency 39.4 14 +25.4 73
Contract Quality 43.4 19.8 +23.6 73
Discoverability 73.9 61.2 +12.7 73
Contract Governance 15 6.4 +8.6 73

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 56% 10% +46
MCP server (first-party) 56% 13% +43
Agent Skills 0% 0% 0
OAuth scopes 38% 11% +27
Security 100% 97% +3
Arazzo workflows 4% 2% +2
Governance rules 10% 14% -4

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 ZoomInfo 84.7
  2. 2 DeBounce 70.3
  3. 3 lemlist 70.1
  4. 4 Spade 70.1
  5. 5 Leadspace 67.3
  6. 6 Unify 66.9
  7. 7 Seamless.AI 66.2
  8. 8 People Data Labs 66
  9. 9 Explorium 65.9
  10. 10 The Companies API 65.4
Top by Agent Readiness
  1. 1 lemlist 65.8
  2. 2 The Hog 65.5
  3. 3 Parallel 65
  4. 4 Cracked API 62
  5. 5 Sumble 61.5
  6. 6 DeBounce 60.8
  7. 7 Demandbase 60.6
  8. 8 Parallel Web Systems 60.2
  9. 9 Unify 60
  10. 10 Explorium 59.9
All 74 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/data-enrichment"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/data-enrichment"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/data-enrichment/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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