established · 3.9

Data Enrichment

Score 25.8 / 100 72 providers 16 APIs Search apis.io →
Variants seen in the corpus: Data Enrichmentdata enrichmentdata-enrichment

Providers using this tag (72)

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

Exemplar 15 Complete, well-documented, and agent-ready
ZoomInfoB2BB2B DataCompany DataContact Database29 APIs80.8SpadeCompanyFinancial-ServicesTransaction EnrichmentMerchant Intelligence8 APIs73.1DeBounceEmail ValidationEmail VerificationDeliverabilityDisposable Email Detection6 APIs71.8ExploriumB2B DataCompany DataProspect Enrichment22 APIs69.9Seamless.AIB2BContact DataSales IntelligenceProspecting2 APIs69.8ParallelCompanyArtificial IntelligenceWeb SearchAgents8 APIs69.0New RelicAnalysisAnalyticsAPMDevOps41 APIs68.8lemlistEmail OutreachSales EngagementCold EmailSales Automation22 APIs68.3Context.devWeb ScrapingBrand IntelligenceAI Agents8 APIs68.1Dun & BradstreetBusiness DataCompany DataD-U-N-S NumberCredit16 APIs67.9People Data LabsWeb IntelligencePerson DataCompany Data10 APIs67.9Snov.ioSales AutomationEmail FinderEmail VerificationLead Generation17 APIs67.8LeadspaceMCPAI AgentsB2B DataCustomer Data Platform6 APIs67.0UnifySalesMarketingGo-To-MarketOutbound11 APIs67.0EnrichContact DiscoveryWeb IntelligenceB2B Data10 APIs66.9
Strong 22 Solid coverage with minor gaps
Parallel Web SystemsCompanyAi MlWeb SearchDeep Research8 APIs64.9RefuelArtificial IntelligenceLLMData Labeling3 APIs64.6The Companies APICompany DataFirmographicsWeb Intelligence12 APIs63.7DemandbaseAccount Based MarketingAdvertisingAI AgentsB2B Marketing10 APIs63.3RocketReachB2BContact DataEmail LookupPhone Lookup3 APIs63.3StructifyCompanyArtificial IntelligenceDataWeb Scraping32 APIs62.6NtropyCompanyFintechTransaction EnrichmentFinancial Data16 APIs62.11LookupPhone ValidationEmail ValidationIP IntelligenceFraud and Risk3 APIs61.9Apollo API DocumentationAPI DocumentationSales IntelligencePeople Search14 APIs61.8HeronCompanyFinancial-ServicesDocument AutomationUnderwriting1 API61.0RevenueBaseCompanyB2B DataEmail Verification5 APIs59.6AdaptB2B DataContact DataCompany DataLead Intelligence4 APIs59.5MixRankCompanyDataTechnographicsFirmographics16 APIs59.3UpLeadB2BLead GenerationContact DataCompany Data8 APIs59.0FinGoalFinancial-ServicesFintechTransaction Enrichment4 APIs57.8RB2BIdentity ResolutionVisitor IdentificationB2B DataLead Generation4 APIs57.7SumbleCompanyAccount IntelligenceSales Intelligence10 APIs57.6LeOCompanyInsuranceCommercial InsuranceProperty and Casualty3 APIs56.3EvercontactCompanyContact ManagementContact Data1 API55.6VOYGRCompanyLocation IntelligencePOI Data2 APIs55.0MadKuduCompanyApplicative SaasSales IntelligenceLead Scoring2 APIs54.6CB InsightsCompanyMarket Intelligenceprivate-company-dataVenture Capital13 APIs54.4
Developing 16 Usable, with meaningful gaps to close
Business Software and Services Reviews | G2B2BSoftware-as-a-ServiceSoftware ReviewsBuyer Intent4 APIs53.6Seam AICompanyAi MlAccount Based MarketingSales Intelligence1 API52.4FullContactIdentity ResolutionCustomer DataPerson API7 APIs52.3The HogCompanyGTM IntelligenceSales Intelligence8 APIs52.2OrthogonalCompanyAI AgentsAPI DiscoveryAPI Marketplace4 APIs52.0WindfallCompanyFintechWealth Data1 API51.2Windfall DataCompanyDataWealth Data1 API51.2DashbotCompanyAi MlConversational AnalyticsChatbots3 APIs50.1EnigmaCompanyBusiness DataIdentity ResolutionKYB3 APIs49.0Enigma AnalyticsCompanyBusiness DataKYBIdentity Verification4 APIs48.7Harmonic.aiStartup IntelligenceVenture CapitalCompany DataPeople Data2 APIs48.7MatchoryCompanyProcurementSupplier DiscoverySourcing1 API46.3Golden RecursionCompanyKnowledge GraphEntity Data3 APIs40.4TofuCompanyAi MlMarketingGo-To-Market1 API39.6LeadGeniusCompanyLead GenerationSales5 APIs39.4OpenpriseData AutomationData QualityData OrchestrationAI Orchestration1 API39.4
Thin 12 Limited public surface area
SurfeContact DiscoveryB2B DataSales Intelligence4 APIs38.56Sense InsightsCompanyAccount Based MarketingIntent DataB2B36.1ApolloArtificial IntelligenceB2B SalesCRM15 APIs34.6InfutorCompanyIdentity ResolutionConsumer Data5 APIs33.5ContentsquareDigital Experience AnalyticsProduct AnalyticsSession ReplayHeatmaps6 APIs32.9TelefonoCarrier LookupFraud PreventionNumber Intelligence4 APIs32.8EvrimCompanyIntelligenceSignals18 APIs31.9USADATA, Inc.CompanyDataMarketing1 API31.0Apollo.ioContact DiscoverySales IntelligenceB2B Data7 APIs30.1Salt EdgeFintechOpen BankingPSD2Aggregator13 APIs28.9IntricatelyCompanySales IntelligenceCloud IntelligenceTechnographics1 API26.3RefuelCompanyData LabelingMachine-LearningLLM1 API26.3
Emerging 3 Early or largely undocumented
PREDIK Data-DrivenWeb IntelligenceCompany DataB2B Data1 API15.2PitchMeCompanyRecruitmentTalent Intelligence1 API14.1KaavioCompanyProduct ContentProduct DataProduct Information Management11.6
Minimal 4 Almost no public developer surface
EverstringCompanyPredictive MarketingSales Intelligence1 API8.6Datanyze *CompanyEnterpriseSales IntelligenceTechnographics5.3DataFoxCompanyEnterpriseCompany DataSales Intelligence5.0SlintelCompanyAutomationSales IntelligenceMarket Intelligence5.0

APIs with this tag (16)

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
New 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...68.8lemlist Enrich APIAsynchronous enrichment - find and verify emails, phone numbers and LinkedIn data, single or in bulk, then ...68.3
Strong 3 Solid coverage with minor gaps
1Lookup REST APIRESTful API over HTTPS covering all 1Lookup products (phone/email/IP validation, fraud, enrichment, B2B dat...61.9LeO MCP ConnectorFirst-party, hosted, remote MCP server exposing LeO's insurance intelligence -- 25M+ US businesses across 2...56.3LeO Public APIREST API for account entitlements, credit balance, commercial-insurance prospect search across 134 filter p...56.3
Developing 5 Usable, with meaningful gaps to close
G2 Data Solutions APIThe G2 Data Solutions API delivers enriched review data with flat attribute structures, intended for analyt...53.6Seam AI Enrichment APIThe Seam AI Enrichment API enriches customer data with generative AI and traditional third-party data provi...52.4Harmonic MCP ServerHosted, agent-native MCP server exposing 40+ tools for enrichment, search, saved searches, lists, investors...48.7Harmonic REST & GraphQL APIREST API for company search, enrichment, saved searches, list management, and bulk operations, plus a full ...48.7Tofu Enrich APICredit-metered company and people data enrichment. Two entities — company (keyed on domain or LinkedIn URL)...39.6
Thin 5 Limited public surface area
InfutorData 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...32.9Salt Edge Data Enrichment APICategorize and enrich transactions, identify merchants, and surface financial insights.28.9Cloud Dynamics API (Intricately)The Cloud Dynamics API (formerly the Intricately API) provides access to cloud adoption, usage, and spend d...26.3Refuel Cloud APIProgrammatic access to the Refuel Cloud platform for managing projects, datasets, labeling tasks, task runs...26.3
Emerging 1 Early or largely undocumented
PREDIK Location Intelligence & Foot Traffic Data APIPartner-delivered, contact-sales data API that serves PREDIK's enriched location-intelligence products - PO...15.2

Score breakdown

Frequency
52.9
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
60.5
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Sales Intelligence 30 co-occurrences Company Data 18 co-occurrences B2B Data 13 co-occurrences Contact Data 12 co-occurrences Firmographics 10 co-occurrences Enrichment 11 co-occurrences Identity Resolution 9 co-occurrences Web Intelligence 7 co-occurrences

Where this tag comes from

Provider tag68
Api tag16

Cohort brief

Auto-generated

The 72 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
72
all scored
Mean Kin Score
49.6
+28.9 vs catalog 20.7
Mean Agent Readiness
32.7
+23.0 vs catalog 9.7
Spread
5–80.8
median 54.5 · σ 18.5
How the 72 split by band
Exemplar 15Strong 22Developing 16Thin 12Emerging 3Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 61.3 22.3 +39 72
Developer Ergonomics 49.8 17.9 +31.9 72
Contract Quality 45.8 17.5 +28.3 72
Operational Transparency 37.8 11.3 +26.5 72
Discoverability 79.8 60.4 +19.4 72
Contract Governance 22.6 6.4 +16.2 72

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) 72% 16% +56
MCP server (first-party) 56% 7% +49
Agent Skills 0% 0% 0
OAuth scopes 39% 9% +30
Security 100% 88% +12
Arazzo workflows 6% 2% +4
Governance rules 11% 13% -2

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 80.8
  2. 2 Spade 73.1
  3. 3 DeBounce 71.8
  4. 4 Explorium 69.9
  5. 5 Seamless.AI 69.8
  6. 6 Parallel 69
  7. 7 New Relic 68.8
  8. 8 lemlist 68.3
  9. 9 Context.dev 68.1
  10. 10 Dun & Bradstreet 67.9
Top by Agent Readiness
  1. 1 DeBounce 69
  2. 2 Unify 65.8
  3. 3 The Hog 65.5
  4. 4 lemlist 63.9
  5. 5 Explorium 59.9
  6. 6 Parallel 59.9
  7. 7 Seamless.AI 58.7
  8. 8 Harmonic.ai 58.1
  9. 9 Context.dev 57.7
  10. 10 Sumble 56.3
All 72 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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

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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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